diff --git a/src/plots/cartesian/axes.js b/src/plots/cartesian/axes.js
index e56537802dc..bd13eee4275 100644
--- a/src/plots/cartesian/axes.js
+++ b/src/plots/cartesian/axes.js
@@ -368,7 +368,6 @@ axes.autoBin = function(data, ax, nbins, is2d, calendar, size) {
         axes.autoTicks(dummyAx, size0);
     }
 
-
     var finalSize = dummyAx.dtick;
     var binStart = axes.tickIncrement(
             axes.tickFirst(dummyAx), finalSize, 'reverse', calendar);
diff --git a/src/plots/cartesian/clean_ticks.js b/src/plots/cartesian/clean_ticks.js
index 4466bc04e5c..333ddd961b6 100644
--- a/src/plots/cartesian/clean_ticks.js
+++ b/src/plots/cartesian/clean_ticks.js
@@ -6,7 +6,6 @@
 * LICENSE file in the root directory of this source tree.
 */
 
-
 'use strict';
 
 var isNumeric = require('fast-isnumeric');
diff --git a/src/traces/bar/defaults.js b/src/traces/bar/defaults.js
index e8e83ac35f0..fba83d5a1e5 100644
--- a/src/traces/bar/defaults.js
+++ b/src/traces/bar/defaults.js
@@ -55,7 +55,7 @@ function supplyDefaults(traceIn, traceOut, defaultColor, layout) {
 
 function handleGroupingDefaults(traceIn, traceOut, fullLayout, coerce) {
     var orientation = traceOut.orientation;
-    // N.B. grouping is done across all trace trace types that support it
+    // N.B. grouping is done across all trace types that support it
     var posAxId = traceOut[{v: 'x', h: 'y'}[orientation] + 'axis'];
     var groupId = getAxisGroup(fullLayout, posAxId) + orientation;
 
diff --git a/src/traces/heatmap/calc.js b/src/traces/heatmap/calc.js
index 5cd2243920f..5b8164a17fb 100644
--- a/src/traces/heatmap/calc.js
+++ b/src/traces/heatmap/calc.js
@@ -6,7 +6,6 @@
 * LICENSE file in the root directory of this source tree.
 */
 
-
 'use strict';
 
 var Registry = require('../../registry');
@@ -21,7 +20,6 @@ var interp2d = require('./interp2d');
 var findEmpties = require('./find_empties');
 var makeBoundArray = require('./make_bound_array');
 
-
 module.exports = function calc(gd, trace) {
     // prepare the raw data
     // run makeCalcdata on x and y even for heatmaps, in case of category mappings
diff --git a/src/traces/histogram/attributes.js b/src/traces/histogram/attributes.js
index 4837eb3b40e..4869e9b02fc 100644
--- a/src/traces/histogram/attributes.js
+++ b/src/traces/histogram/attributes.js
@@ -193,6 +193,21 @@ module.exports = {
         ].join(' ')
     },
 
+    bingroup: {
+        valType: 'string',
+        role: 'info',
+        dflt: '',
+        editType: 'calc',
+        description: [
+            'Set a group of histogram traces which will have compatible bin settings.',
+            'Note that traces on the same subplot and with the same *orientation*',
+            'under `barmode` *stack*, *relative* and *group* are forced into the same bingroup,',
+            'Using `bingroup`, traces under `barmode` *overlay* and on different axes',
+            '(of the same axis type) can have compatible bin settings.',
+            'Note that histogram and histogram2d* trace can share the same `bingroup`'
+        ].join(' ')
+    },
+
     hovertemplate: hovertemplateAttrs({}, {
         keys: constants.eventDataKeys
     }),
diff --git a/src/traces/histogram/calc.js b/src/traces/histogram/calc.js
index c4388db82e2..ffa09494659 100644
--- a/src/traces/histogram/calc.js
+++ b/src/traces/histogram/calc.js
@@ -6,12 +6,12 @@
 * LICENSE file in the root directory of this source tree.
 */
 
-
 'use strict';
 
 var isNumeric = require('fast-isnumeric');
 
 var Lib = require('../../lib');
+var Registry = require('../../registry');
 var Axes = require('../../plots/cartesian/axes');
 
 var arraysToCalcdata = require('../bar/arrays_to_calcdata');
@@ -20,16 +20,10 @@ var normFunctions = require('./norm_functions');
 var doAvg = require('./average');
 var getBinSpanLabelRound = require('./bin_label_vals');
 
-module.exports = function calc(gd, trace) {
-    // ignore as much processing as possible (and including in autorange) if not visible
-    if(trace.visible !== true) return;
-
-    // depending on orientation, set position and size axes and data ranges
-    // note: this logic for choosing orientation is duplicated in graph_obj->setstyles
+function calc(gd, trace) {
     var pos = [];
     var size = [];
-    var pa = Axes.getFromId(gd, trace.orientation === 'h' ?
-        (trace.yaxis || 'y') : (trace.xaxis || 'x'));
+    var pa = Axes.getFromId(gd, trace.orientation === 'h' ? trace.yaxis : trace.xaxis);
     var mainData = trace.orientation === 'h' ? 'y' : 'x';
     var counterData = {x: 'y', y: 'x'}[mainData];
     var calendar = trace[mainData + 'calendar'];
@@ -143,7 +137,6 @@ module.exports = function calc(gd, trace) {
     // after all normalization etc, now we can accumulate if desired
     if(cumulativeSpec.enabled) cdf(size, cumulativeSpec.direction, cumulativeSpec.currentbin);
 
-
     var seriesLen = Math.min(pos.length, size.length);
     var cd = [];
     var firstNonzero = 0;
@@ -201,23 +194,30 @@ module.exports = function calc(gd, trace) {
     }
 
     return cd;
-};
+}
 
 /*
- * calcAllAutoBins: we want all histograms on the same axes to share bin specs
- * if they're grouped or stacked. If the user has explicitly specified differing
+ * calcAllAutoBins: we want all histograms inside the same bingroup
+ * (see logic in Histogram.crossTraceDefaults) to share bin specs
+ *
+ * If the user has explicitly specified differing
  * bin specs, there's nothing we can do, but if possible we will try to use the
- * smallest bins of any of the auto values for all histograms grouped/stacked
- * together.
+ * smallest bins of any of the auto values for all histograms inside the same
+ * bingroup.
  */
 function calcAllAutoBins(gd, trace, pa, mainData, _overlayEdgeCase) {
     var binAttr = mainData + 'bins';
     var fullLayout = gd._fullLayout;
+    var groupName = trace['_' + mainData + 'bingroup'];
+    var binOpts = fullLayout._histogramBinOpts[groupName];
     var isOverlay = fullLayout.barmode === 'overlay';
     var i, traces, tracei, calendar, pos0, autoVals, cumulativeSpec;
 
-    var cleanBound = (pa.type === 'date') ?
-        function(v) { return (v || v === 0) ? Lib.cleanDate(v, null, pa.calendar) : null; } :
+    var r2c = function(v) { return pa.r2c(v, 0, calendar); };
+    var c2r = function(v) { return pa.c2r(v, 0, calendar); };
+
+    var cleanBound = pa.type === 'date' ?
+        function(v) { return (v || v === 0) ? Lib.cleanDate(v, null, calendar) : null; } :
         function(v) { return isNumeric(v) ? Number(v) : null; };
 
     function setBound(attr, bins, newBins) {
@@ -230,28 +230,31 @@ function calcAllAutoBins(gd, trace, pa, mainData, _overlayEdgeCase) {
         }
     }
 
-    var binOpts = fullLayout._histogramBinOpts[trace._groupName];
-
     // all but the first trace in this group has already been marked finished
     // clear this flag, so next time we run calc we will run autobin again
     if(trace._autoBinFinished) {
         delete trace._autoBinFinished;
     } else {
         traces = binOpts.traces;
-        var sizeFound = binOpts.sizeFound;
         var allPos = [];
-        autoVals = traces[0]._autoBin = {};
+
         // Note: we're including `legendonly` traces here for autobin purposes,
         // so that showing & hiding from the legend won't affect bins.
         // But this complicates things a bit since those traces don't `calc`,
         // hence `isFirstVisible`.
         var isFirstVisible = true;
+        var has2dMap = false;
+        var hasHist2dContour = false;
         for(i = 0; i < traces.length; i++) {
             tracei = traces[i];
+
             if(tracei.visible) {
-                pos0 = tracei._pos0 = pa.makeCalcdata(tracei, mainData);
+                var mainDatai = binOpts.dirs[i];
+                pos0 = tracei['_' + mainDatai + 'pos0'] = pa.makeCalcdata(tracei, mainDatai);
+
                 allPos = Lib.concat(allPos, pos0);
                 delete tracei._autoBinFinished;
+
                 if(trace.visible === true) {
                     if(isFirstVisible) {
                         isFirstVisible = false;
@@ -259,16 +262,41 @@ function calcAllAutoBins(gd, trace, pa, mainData, _overlayEdgeCase) {
                         delete tracei._autoBin;
                         tracei._autoBinFinished = 1;
                     }
+                    if(Registry.traceIs(tracei, '2dMap')) {
+                        has2dMap = true;
+                    }
+                    if(tracei.type === 'histogram2dcontour') {
+                        hasHist2dContour = true;
+                    }
                 }
             }
         }
+
         calendar = traces[0][mainData + 'calendar'];
-        var newBinSpec = Axes.autoBin(
-            allPos, pa, binOpts.nbins, false, calendar, sizeFound && binOpts.size);
+        var newBinSpec = Axes.autoBin(allPos, pa, binOpts.nbins, has2dMap, calendar, binOpts.sizeFound && binOpts.size);
 
+        var autoBin = traces[0]._autoBin = {};
+        autoVals = autoBin[binOpts.dirs[0]] = {};
+
+        if(hasHist2dContour) {
+            // the "true" 2nd argument reverses the tick direction (which we can't
+            // just do with a minus sign because of month bins)
+            if(!binOpts.size) {
+                newBinSpec.start = c2r(Axes.tickIncrement(
+                    r2c(newBinSpec.start), newBinSpec.size, true, calendar));
+            }
+            if(binOpts.end === undefined) {
+                newBinSpec.end = c2r(Axes.tickIncrement(
+                    r2c(newBinSpec.end), newBinSpec.size, false, calendar));
+            }
+        }
+
+        // TODO how does work with bingroup ????
+        // - https://github.com/plotly/plotly.js/issues/3881
+        //
         // Edge case: single-valued histogram overlaying others
         // Use them all together to calculate the bin size for the single-valued one
-        if(isOverlay && newBinSpec._dataSpan === 0 &&
+        if(isOverlay && !Registry.traceIs(trace, '2dMap') && newBinSpec._dataSpan === 0 &&
             pa.type !== 'category' && pa.type !== 'multicategory') {
             // Several single-valued histograms! Stop infinite recursion,
             // just return an extra flag that tells handleSingleValueOverlays
@@ -279,23 +307,19 @@ function calcAllAutoBins(gd, trace, pa, mainData, _overlayEdgeCase) {
         }
 
         // adjust for CDF edge cases
-        cumulativeSpec = tracei.cumulative;
+        cumulativeSpec = tracei.cumulative || {};
         if(cumulativeSpec.enabled && (cumulativeSpec.currentbin !== 'include')) {
             if(cumulativeSpec.direction === 'decreasing') {
-                newBinSpec.start = pa.c2r(Axes.tickIncrement(
-                    pa.r2c(newBinSpec.start, 0, calendar),
-                    newBinSpec.size, true, calendar
-                ));
+                newBinSpec.start = c2r(Axes.tickIncrement(
+                    r2c(newBinSpec.start), newBinSpec.size, true, calendar));
             } else {
-                newBinSpec.end = pa.c2r(Axes.tickIncrement(
-                    pa.r2c(newBinSpec.end, 0, calendar),
-                    newBinSpec.size, false, calendar
-                ));
+                newBinSpec.end = c2r(Axes.tickIncrement(
+                    r2c(newBinSpec.end), newBinSpec.size, false, calendar));
             }
         }
 
         binOpts.size = newBinSpec.size;
-        if(!sizeFound) {
+        if(!binOpts.sizeFound) {
             autoVals.size = newBinSpec.size;
             Lib.nestedProperty(traces[0], binAttr + '.size').set(newBinSpec.size);
         }
@@ -304,8 +328,8 @@ function calcAllAutoBins(gd, trace, pa, mainData, _overlayEdgeCase) {
         setBound('end', binOpts, newBinSpec);
     }
 
-    pos0 = trace._pos0;
-    delete trace._pos0;
+    pos0 = trace['_' + mainData + 'pos0'];
+    delete trace['_' + mainData + 'pos0'];
 
     // Each trace can specify its own start/end, or if omitted
     // we ensure they're beyond the bounds of this trace's data,
@@ -398,7 +422,7 @@ function handleSingleValueOverlays(gd, trace, pa, mainData, binAttr) {
             // so we can use this result when we get to tracei in the normal
             // course of events, mark it as done and put _pos0 back
             tracei._autoBinFinished = 1;
-            tracei._pos0 = resulti[1];
+            tracei['_' + mainData + 'pos0'] = resulti[1];
 
             if(isSingleValued) {
                 singleValuedTraces.push(tracei);
@@ -412,7 +436,7 @@ function handleSingleValueOverlays(gd, trace, pa, mainData, binAttr) {
     // hunt through pos0 for the first valid value
     var dataVals = new Array(singleValuedTraces.length);
     for(i = 0; i < singleValuedTraces.length; i++) {
-        var pos0 = singleValuedTraces[i]._pos0;
+        var pos0 = singleValuedTraces[i]['_' + mainData + 'pos0'];
         for(var j = 0; j < pos0.length; j++) {
             if(pos0[j] !== undefined) {
                 dataVals[i] = pos0[j];
@@ -470,7 +494,6 @@ function getConnectedHistograms(gd, trace) {
     return out;
 }
 
-
 function cdf(size, direction, currentBin) {
     var i, vi, prevSum;
 
@@ -518,3 +541,8 @@ function cdf(size, direction, currentBin) {
         }
     }
 }
+
+module.exports = {
+    calc: calc,
+    calcAllAutoBins: calcAllAutoBins
+};
diff --git a/src/traces/histogram/cross_trace_defaults.js b/src/traces/histogram/cross_trace_defaults.js
index 0a7663cc43d..5fefb4accb6 100644
--- a/src/traces/histogram/cross_trace_defaults.js
+++ b/src/traces/histogram/cross_trace_defaults.js
@@ -9,106 +9,265 @@
 'use strict';
 
 var Lib = require('../../lib');
-var nestedProperty = Lib.nestedProperty;
+var axisIds = require('../../plots/cartesian/axis_ids');
 
+var traceIs = require('../../registry').traceIs;
 var handleGroupingDefaults = require('../bar/defaults').handleGroupingDefaults;
-var getAxisGroup = require('../../plots/cartesian/axis_ids').getAxisGroup;
-var attributes = require('./attributes');
-
-var BINATTRS = {
-    x: [
-        {aStr: 'xbins.start', name: 'start'},
-        {aStr: 'xbins.end', name: 'end'},
-        {aStr: 'xbins.size', name: 'size'},
-        {aStr: 'nbinsx', name: 'nbins'}
-    ],
-    y: [
-        {aStr: 'ybins.start', name: 'start'},
-        {aStr: 'ybins.end', name: 'end'},
-        {aStr: 'ybins.size', name: 'size'},
-        {aStr: 'nbinsy', name: 'nbins'}
-    ]
-};
+
+var nestedProperty = Lib.nestedProperty;
+var getAxisGroup = axisIds.getAxisGroup;
+
+var BINATTRS = [
+    {aStr: {x: 'xbins.start', y: 'ybins.start'}, name: 'start'},
+    {aStr: {x: 'xbins.end', y: 'ybins.end'}, name: 'end'},
+    {aStr: {x: 'xbins.size', y: 'ybins.size'}, name: 'size'},
+    {aStr: {x: 'nbinsx', y: 'nbinsy'}, name: 'nbins'}
+];
+
+var BINDIRECTIONS = ['x', 'y'];
 
 // handle bin attrs and relink auto-determined values so fullData is complete
 module.exports = function crossTraceDefaults(fullData, fullLayout) {
     var allBinOpts = fullLayout._histogramBinOpts = {};
-    var isOverlay = fullLayout.barmode === 'overlay';
-    var i, j, traceOut, traceIn, binDirection, group, binOpts;
+    var histTraces = [];
+    var mustMatchTracesLookup = {};
+    var otherTracesList = [];
+
+    var traceOut, traces, groupName, binDir;
+    var i, j, k;
 
-    function coerce(attr) {
-        return Lib.coerce(traceOut._input, traceOut, attributes, attr);
+    function coerce(attr, dflt) {
+        return Lib.coerce(traceOut._input, traceOut, traceOut._module.attributes, attr, dflt);
     }
 
-    for(i = 0; i < fullData.length; i++) {
-        traceOut = fullData[i];
-        if(traceOut.type !== 'histogram') continue;
-
-        // TODO: this shouldn't be relinked as it's only used within calc
-        // https://github.com/plotly/plotly.js/issues/749
-        delete traceOut._autoBinFinished;
-
-        binDirection = traceOut.orientation === 'v' ? 'x' : 'y';
-        // in overlay mode make a separate group for each trace
-        // otherwise collect all traces of the same subplot & orientation
-        group = traceOut._groupName = isOverlay ? traceOut.uid : (
-            getAxisGroup(fullLayout, traceOut.xaxis) +
-            getAxisGroup(fullLayout, traceOut.yaxis) +
-            binDirection
-        );
-        binOpts = allBinOpts[group];
+    function orientation2binDir(traceOut) {
+        return traceOut.orientation === 'v' ? 'x' : 'y';
+    }
+
+    function getAxisType(traceOut, binDir) {
+        var ax = axisIds.getFromTrace({_fullLayout: fullLayout}, traceOut, binDir);
+        return ax.type;
+    }
+
+    function fillBinOpts(traceOut, groupName, binDir) {
+        // N.B. group traces that don't have a bingroup with themselves
+        var fallbackGroupName = traceOut.uid + '__' + binDir;
+        if(!groupName) groupName = fallbackGroupName;
+
+        var axType = getAxisType(traceOut, binDir);
+        var calendar = traceOut[binDir + 'calendar'];
+        var binOpts = allBinOpts[groupName];
+        var needsNewItem = true;
 
         if(binOpts) {
-            binOpts.traces.push(traceOut);
-        } else {
-            binOpts = allBinOpts[group] = {
+            if(axType === binOpts.axType && calendar === binOpts.calendar) {
+                needsNewItem = false;
+                binOpts.traces.push(traceOut);
+                binOpts.dirs.push(binDir);
+            } else {
+                groupName = fallbackGroupName;
+
+                if(axType !== binOpts.axType) {
+                    Lib.warn([
+                        'Attempted to group the bins of trace', traceOut.index,
+                        'set on a', 'type:' + axType, 'axis',
+                        'with bins on', 'type:' + binOpts.axType, 'axis.'
+                    ].join(' '));
+                }
+                if(calendar !== binOpts.calendar) {
+                    // prohibit bingroup for traces using different calendar,
+                    // there's probably a way to make this work, but skip for now
+                    Lib.warn([
+                        'Attempted to group the bins of trace', traceOut.index,
+                        'set with a', calendar, 'calendar',
+                        'with bins',
+                        (binOpts.calendar ? 'on a ' + binOpts.calendar + ' calendar' : 'w/o a set calendar')
+                    ].join(' '));
+                }
+            }
+        }
+
+        if(needsNewItem) {
+            allBinOpts[groupName] = {
                 traces: [traceOut],
-                direction: binDirection
+                dirs: [binDir],
+                axType: axType,
+                calendar: traceOut[binDir + 'calendar'] || ''
             };
         }
+        traceOut['_' + binDir + 'bingroup'] = groupName;
+    }
+
+    for(i = 0; i < fullData.length; i++) {
+        traceOut = fullData[i];
 
-        handleGroupingDefaults(traceOut._input, traceOut, fullLayout, coerce);
+        if(traceIs(traceOut, 'histogram')) {
+            histTraces.push(traceOut);
+
+            // TODO: this shouldn't be relinked as it's only used within calc
+            // https://github.com/plotly/plotly.js/issues/749
+            delete traceOut._autoBinFinished;
+
+            // N.B. need to coerce *alignmentgroup* before *bingroup*, as traces
+            // in same alignmentgroup "have to match"
+            if(!traceIs(traceOut, '2dMap')) {
+                handleGroupingDefaults(traceOut._input, traceOut, fullLayout, coerce);
+            }
+        }
     }
 
-    for(group in allBinOpts) {
-        binOpts = allBinOpts[group];
-        binDirection = binOpts.direction;
-        var attrs = BINATTRS[binDirection];
-        for(j = 0; j < attrs.length; j++) {
-            var attrSpec = attrs[j];
+    var alignmentOpts = fullLayout._alignmentOpts || {};
+
+    // Look for traces that "have to match", that is:
+    // - 1d histogram traces on the same subplot with same orientation under barmode:stack,
+    // - 1d histogram traces on the same subplot with same orientation under barmode:group
+    // - 1d histogram traces on the same position axis with the same orientation
+    //   and the same *alignmentgroup* (coerced under barmode:group)
+    // - Once `stackgroup` gets implemented (see https://github.com/plotly/plotly.js/issues/3614),
+    //   traces within the same stackgroup will also "have to match"
+    for(i = 0; i < histTraces.length; i++) {
+        traceOut = histTraces[i];
+        groupName = '';
+
+        if(!traceIs(traceOut, '2dMap')) {
+            binDir = orientation2binDir(traceOut);
+
+            if(fullLayout.barmode === 'group' && traceOut.alignmentgroup) {
+                var pa = traceOut[binDir + 'axis'];
+                var aGroupId = getAxisGroup(fullLayout, pa) + traceOut.orientation;
+                if((alignmentOpts[aGroupId] || {})[traceOut.alignmentgroup]) {
+                    groupName = aGroupId;
+                }
+            }
+
+            if(!groupName && fullLayout.barmode !== 'overlay') {
+                groupName = (
+                    getAxisGroup(fullLayout, traceOut.xaxis) +
+                    getAxisGroup(fullLayout, traceOut.yaxis) +
+                    orientation2binDir(traceOut)
+                );
+            }
+        }
+
+        if(groupName) {
+            if(!mustMatchTracesLookup[groupName]) {
+                mustMatchTracesLookup[groupName] = [];
+            }
+            mustMatchTracesLookup[groupName].push(traceOut);
+        } else {
+            otherTracesList.push(traceOut);
+        }
+    }
+
+    // Setup binOpts for traces that have to match,
+    // if the traces have a valid bingroup, use that
+    // if not use axis+binDir groupName
+    for(groupName in mustMatchTracesLookup) {
+        traces = mustMatchTracesLookup[groupName];
+
+        // no need to 'force' anything when a single
+        // trace is detected as "must match"
+        if(traces.length === 1) {
+            otherTracesList.push(traces[0]);
+            continue;
+        }
+
+        var binGroupFound = false;
+        for(i = 0; i < traces.length; i++) {
+            traceOut = traces[i];
+            binGroupFound = coerce('bingroup');
+            break;
+        }
+
+        groupName = binGroupFound || groupName;
+
+        for(i = 0; i < traces.length; i++) {
+            traceOut = traces[i];
+            var bingroupIn = traceOut._input.bingroup;
+            if(bingroupIn && bingroupIn !== groupName) {
+                Lib.warn([
+                    'Trace', traceOut.index, 'must match',
+                    'within bingroup', groupName + '.',
+                    'Ignoring its bingroup:', bingroupIn, 'setting.'
+                ].join(' '));
+            }
+            traceOut.bingroup = groupName;
+
+            // N.B. no need to worry about 2dMap case
+            // (where both bin direction are set in each trace)
+            // as 2dMap trace never "have to match"
+            fillBinOpts(traceOut, groupName, orientation2binDir(traceOut));
+        }
+    }
+
+    // setup binOpts for traces that can but don't have to match,
+    // notice that these traces can be matched with traces that have to match
+    for(i = 0; i < otherTracesList.length; i++) {
+        traceOut = otherTracesList[i];
+
+        var binGroup = coerce('bingroup');
+
+        if(traceIs(traceOut, '2dMap')) {
+            for(k = 0; k < 2; k++) {
+                binDir = BINDIRECTIONS[k];
+                var binGroupInDir = coerce(binDir + 'bingroup',
+                    binGroup ? binGroup + '__' + binDir : null
+                );
+                fillBinOpts(traceOut, binGroupInDir, binDir);
+            }
+        } else {
+            fillBinOpts(traceOut, binGroup, orientation2binDir(traceOut));
+        }
+    }
+
+    // coerce bin attrs!
+    for(groupName in allBinOpts) {
+        var binOpts = allBinOpts[groupName];
+        traces = binOpts.traces;
+
+        for(j = 0; j < BINATTRS.length; j++) {
+            var attrSpec = BINATTRS[j];
             var attr = attrSpec.name;
+            var aStr;
+            var autoVals;
 
             // nbins(x|y) is moot if we have a size. This depends on
             // nbins coming after size in binAttrs.
             if(attr === 'nbins' && binOpts.sizeFound) continue;
 
-            var aStr = attrSpec.aStr;
-            for(i = 0; i < binOpts.traces.length; i++) {
-                traceOut = binOpts.traces[i];
-                traceIn = traceOut._input;
-                if(nestedProperty(traceIn, aStr).get() !== undefined) {
+            for(i = 0; i < traces.length; i++) {
+                traceOut = traces[i];
+                binDir = binOpts.dirs[i];
+                aStr = attrSpec.aStr[binDir];
+
+                if(nestedProperty(traceOut._input, aStr).get() !== undefined) {
                     binOpts[attr] = coerce(aStr);
                     binOpts[attr + 'Found'] = true;
                     break;
                 }
-                var autoVals = traceOut._autoBin;
-                if(autoVals && autoVals[attr]) {
+
+                autoVals = (traceOut._autoBin || {})[binDir] || {};
+                if(autoVals[attr]) {
                     // if this is the *first* autoval
                     nestedProperty(traceOut, aStr).set(autoVals[attr]);
                 }
             }
+
             // start and end we need to coerce anyway, after having collected the
             // first of each into binOpts, in case a trace wants to restrict its
             // data to a certain range
             if(attr === 'start' || attr === 'end') {
-                for(; i < binOpts.traces.length; i++) {
-                    traceOut = binOpts.traces[i];
-                    coerce(aStr, (traceOut._autoBin || {})[attr]);
+                for(; i < traces.length; i++) {
+                    traceOut = traces[i];
+                    if(traceOut['_' + binDir + 'bingroup']) {
+                        autoVals = (traceOut._autoBin || {})[binDir] || {};
+                        coerce(aStr, autoVals[attr]);
+                    }
                 }
             }
 
             if(attr === 'nbins' && !binOpts.sizeFound && !binOpts.nbinsFound) {
-                traceOut = binOpts.traces[0];
+                traceOut = traces[0];
                 binOpts[attr] = coerce(aStr);
             }
         }
diff --git a/src/traces/histogram/index.js b/src/traces/histogram/index.js
index 71861c67a46..97392908926 100644
--- a/src/traces/histogram/index.js
+++ b/src/traces/histogram/index.js
@@ -27,7 +27,7 @@ module.exports = {
     supplyDefaults: require('./defaults'),
     crossTraceDefaults: require('./cross_trace_defaults'),
     supplyLayoutDefaults: require('../bar/layout_defaults'),
-    calc: require('./calc'),
+    calc: require('./calc').calc,
     crossTraceCalc: require('../bar/cross_trace_calc').crossTraceCalc,
     plot: require('../bar/plot'),
     layerName: 'barlayer',
diff --git a/src/traces/histogram2d/attributes.js b/src/traces/histogram2d/attributes.js
index ae4648c929f..d4a6c6de48a 100644
--- a/src/traces/histogram2d/attributes.js
+++ b/src/traces/histogram2d/attributes.js
@@ -44,6 +44,30 @@ module.exports = extendFlat(
         autobinx: histogramAttrs.autobinx,
         autobiny: histogramAttrs.autobiny,
 
+        bingroup: extendFlat({}, histogramAttrs.bingroup, {
+            description: [
+                'Set the `xbingroup` and `ybingroup` default prefix',
+                'For example, setting a `bingroup` of *1* on two histogram2d traces',
+                'will make them their x-bins and y-bins match separately.'
+            ].join(' ')
+        }),
+        xbingroup: extendFlat({}, histogramAttrs.bingroup, {
+            description: [
+                'Set a group of histogram traces which will have compatible x-bin settings.',
+                'Using `xbingroup`, histogram2d and histogram2dcontour traces ',
+                '(on axes of the same axis type) can have compatible x-bin settings.',
+                'Note that the same `xbingroup` value can be used to set (1D) histogram `bingroup`'
+            ].join(' ')
+        }),
+        ybingroup: extendFlat({}, histogramAttrs.bingroup, {
+            description: [
+                'Set a group of histogram traces which will have compatible y-bin settings.',
+                'Using `ybingroup`, histogram2d and histogram2dcontour traces ',
+                '(on axes of the same axis type) can have compatible y-bin settings.',
+                'Note that the same `ybingroup` value can be used to set (1D) histogram `bingroup`'
+            ].join(' ')
+        }),
+
         xgap: heatmapAttrs.xgap,
         ygap: heatmapAttrs.ygap,
         zsmooth: heatmapAttrs.zsmooth,
diff --git a/src/traces/histogram2d/calc.js b/src/traces/histogram2d/calc.js
index 4ca78cee96c..c1d08ae2f27 100644
--- a/src/traces/histogram2d/calc.js
+++ b/src/traces/histogram2d/calc.js
@@ -6,7 +6,6 @@
 * LICENSE file in the root directory of this source tree.
 */
 
-
 'use strict';
 
 var Lib = require('../../lib');
@@ -16,13 +15,12 @@ var binFunctions = require('../histogram/bin_functions');
 var normFunctions = require('../histogram/norm_functions');
 var doAvg = require('../histogram/average');
 var getBinSpanLabelRound = require('../histogram/bin_label_vals');
-
+var calcAllAutoBins = require('../histogram/calc').calcAllAutoBins;
 
 module.exports = function calc(gd, trace) {
-    var xa = Axes.getFromId(gd, trace.xaxis || 'x');
-    var x = trace.x ? xa.makeCalcdata(trace, 'x') : [];
-    var ya = Axes.getFromId(gd, trace.yaxis || 'y');
-    var y = trace.y ? ya.makeCalcdata(trace, 'y') : [];
+    var xa = Axes.getFromId(gd, trace.xaxis);
+    var ya = Axes.getFromId(gd, trace.yaxis);
+
     var xcalendar = trace.xcalendar;
     var ycalendar = trace.ycalendar;
     var xr2c = function(v) { return xa.r2c(v, 0, xcalendar); };
@@ -32,32 +30,36 @@ module.exports = function calc(gd, trace) {
 
     var i, j, n, m;
 
-    var serieslen = trace._length;
-    if(x.length > serieslen) x.splice(serieslen, x.length - serieslen);
-    if(y.length > serieslen) y.splice(serieslen, y.length - serieslen);
-
     // calculate the bins
-    doAutoBin(trace, 'x', x, xa, xr2c, xc2r, xcalendar);
-    doAutoBin(trace, 'y', y, ya, yr2c, yc2r, ycalendar);
+    var xBinsAndPos = calcAllAutoBins(gd, trace, xa, 'x');
+    var xBinSpec = xBinsAndPos[0];
+    var xPos0 = xBinsAndPos[1];
+    var yBinsAndPos = calcAllAutoBins(gd, trace, ya, 'y');
+    var yBinSpec = yBinsAndPos[0];
+    var yPos0 = yBinsAndPos[1];
+
+    var serieslen = trace._length;
+    if(xPos0.length > serieslen) xPos0.splice(serieslen, xPos0.length - serieslen);
+    if(yPos0.length > serieslen) yPos0.splice(serieslen, yPos0.length - serieslen);
 
     // make the empty bin array & scale the map
     var z = [];
     var onecol = [];
     var zerocol = [];
-    var nonuniformBinsX = (typeof(trace.xbins.size) === 'string');
-    var nonuniformBinsY = (typeof(trace.ybins.size) === 'string');
+    var nonuniformBinsX = typeof xBinSpec.size === 'string';
+    var nonuniformBinsY = typeof yBinSpec.size === 'string';
     var xEdges = [];
     var yEdges = [];
-    var xbins = nonuniformBinsX ? xEdges : trace.xbins;
-    var ybins = nonuniformBinsY ? yEdges : trace.ybins;
+    var xbins = nonuniformBinsX ? xEdges : xBinSpec;
+    var ybins = nonuniformBinsY ? yEdges : yBinSpec;
     var total = 0;
     var counts = [];
     var inputPoints = [];
     var norm = trace.histnorm;
     var func = trace.histfunc;
-    var densitynorm = (norm.indexOf('density') !== -1);
-    var extremefunc = (func === 'max' || func === 'min');
-    var sizeinit = (extremefunc ? null : 0);
+    var densitynorm = norm.indexOf('density') !== -1;
+    var extremefunc = func === 'max' || func === 'min';
+    var sizeinit = extremefunc ? null : 0;
     var binfunc = binFunctions.count;
     var normfunc = normFunctions[norm];
     var doavg = false;
@@ -79,12 +81,12 @@ module.exports = function calc(gd, trace) {
     }
 
     // decrease end a little in case of rounding errors
-    var binSpec = trace.xbins;
-    var binStart = xr2c(binSpec.start);
-    var binEnd = xr2c(binSpec.end) +
-        (binStart - Axes.tickIncrement(binStart, binSpec.size, false, xcalendar)) / 1e6;
+    var xBinSize = xBinSpec.size;
+    var xBinStart = xr2c(xBinSpec.start);
+    var xBinEnd = xr2c(xBinSpec.end) +
+        (xBinStart - Axes.tickIncrement(xBinStart, xBinSize, false, xcalendar)) / 1e6;
 
-    for(i = binStart; i < binEnd; i = Axes.tickIncrement(i, binSpec.size, false, xcalendar)) {
+    for(i = xBinStart; i < xBinEnd; i = Axes.tickIncrement(i, xBinSize, false, xcalendar)) {
         onecol.push(sizeinit);
         xEdges.push(i);
         if(doavg) zerocol.push(0);
@@ -92,16 +94,15 @@ module.exports = function calc(gd, trace) {
     xEdges.push(i);
 
     var nx = onecol.length;
-    var x0c = xr2c(trace.xbins.start);
-    var dx = (i - x0c) / nx;
-    var x0 = xc2r(x0c + dx / 2);
+    var dx = (i - xBinStart) / nx;
+    var x0 = xc2r(xBinStart + dx / 2);
 
-    binSpec = trace.ybins;
-    binStart = yr2c(binSpec.start);
-    binEnd = yr2c(binSpec.end) +
-        (binStart - Axes.tickIncrement(binStart, binSpec.size, false, ycalendar)) / 1e6;
+    var yBinSize = yBinSpec.size;
+    var yBinStart = yr2c(yBinSpec.start);
+    var yBinEnd = yr2c(yBinSpec.end) +
+        (yBinStart - Axes.tickIncrement(yBinStart, yBinSize, false, ycalendar)) / 1e6;
 
-    for(i = binStart; i < binEnd; i = Axes.tickIncrement(i, binSpec.size, false, ycalendar)) {
+    for(i = yBinStart; i < yBinEnd; i = Axes.tickIncrement(i, yBinSize, false, ycalendar)) {
         z.push(onecol.slice());
         yEdges.push(i);
         var ipCol = new Array(nx);
@@ -112,9 +113,8 @@ module.exports = function calc(gd, trace) {
     yEdges.push(i);
 
     var ny = z.length;
-    var y0c = yr2c(trace.ybins.start);
-    var dy = (i - y0c) / ny;
-    var y0 = yc2r(y0c + dy / 2);
+    var dy = (i - yBinStart) / ny;
+    var y0 = yc2r(yBinStart + dy / 2);
 
     if(densitynorm) {
         xinc = makeIncrements(onecol.length, xbins, dx, nonuniformBinsX);
@@ -136,8 +136,8 @@ module.exports = function calc(gd, trace) {
     var yGapLow = Infinity;
     var yGapHigh = Infinity;
     for(i = 0; i < serieslen; i++) {
-        var xi = x[i];
-        var yi = y[i];
+        var xi = xPos0[i];
+        var yi = yPos0[i];
         n = Lib.findBin(xi, xbins);
         m = Lib.findBin(yi, ybins);
         if(n >= 0 && n < nx && m >= 0 && m < ny) {
@@ -168,11 +168,11 @@ module.exports = function calc(gd, trace) {
     }
 
     return {
-        x: x,
+        x: xPos0,
         xRanges: getRanges(xEdges, uniqueValsPerX && xVals, xGapLow, xGapHigh, xa, xcalendar),
         x0: x0,
         dx: dx,
-        y: y,
+        y: yPos0,
         yRanges: getRanges(yEdges, uniqueValsPerY && yVals, yGapLow, yGapHigh, ya, ycalendar),
         y0: y0,
         dy: dy,
@@ -181,52 +181,6 @@ module.exports = function calc(gd, trace) {
     };
 };
 
-function doAutoBin(trace, axLetter, data, ax, r2c, c2r, calendar) {
-    var binAttr = axLetter + 'bins';
-    var binSpec = trace[binAttr];
-    if(!binSpec) binSpec = trace[binAttr] = {};
-    var inputBinSpec = trace._input[binAttr] || {};
-    var autoBin = trace._autoBin = {};
-
-    // clear out any previously added autobin info
-    if(!inputBinSpec.size) delete binSpec.size;
-    if(inputBinSpec.start === undefined) delete binSpec.start;
-    if(inputBinSpec.end === undefined) delete binSpec.end;
-
-    var autoSize = !binSpec.size;
-    var autoStart = binSpec.start === undefined;
-    var autoEnd = binSpec.end === undefined;
-
-    if(autoSize || autoStart || autoEnd) {
-        var newBinSpec = Axes.autoBin(data, ax, trace['nbins' + axLetter], '2d', calendar, binSpec.size);
-        if(trace.type === 'histogram2dcontour') {
-            // the "true" 2nd argument reverses the tick direction (which we can't
-            // just do with a minus sign because of month bins)
-            if(autoStart) {
-                newBinSpec.start = c2r(Axes.tickIncrement(
-                    r2c(newBinSpec.start), newBinSpec.size, true, calendar));
-            }
-            if(autoEnd) {
-                newBinSpec.end = c2r(Axes.tickIncrement(
-                    r2c(newBinSpec.end), newBinSpec.size, false, calendar));
-            }
-        }
-        if(autoSize) binSpec.size = autoBin.size = newBinSpec.size;
-        if(autoStart) binSpec.start = autoBin.start = newBinSpec.start;
-        if(autoEnd) binSpec.end = autoBin.end = newBinSpec.end;
-    }
-
-    // Backward compatibility for one-time autobinning.
-    // autobin: true is handled in cleanData, but autobin: false
-    // needs to be here where we have determined the values.
-    var autoBinAttr = 'autobin' + axLetter;
-    if(trace._input[autoBinAttr] === false) {
-        trace._input[binAttr] = Lib.extendFlat({}, binSpec);
-        delete trace._input[autoBinAttr];
-        delete trace[autoBinAttr];
-    }
-}
-
 function makeIncrements(len, bins, dv, nonuniform) {
     var out = new Array(len);
     var i;
diff --git a/src/traces/histogram2d/cross_trace_defaults.js b/src/traces/histogram2d/cross_trace_defaults.js
deleted file mode 100644
index 24b78826a0b..00000000000
--- a/src/traces/histogram2d/cross_trace_defaults.js
+++ /dev/null
@@ -1,91 +0,0 @@
-/**
-* Copyright 2012-2019, Plotly, Inc.
-* All rights reserved.
-*
-* This source code is licensed under the MIT license found in the
-* LICENSE file in the root directory of this source tree.
-*/
-
-
-'use strict';
-
-
-var isNumeric = require('fast-isnumeric');
-
-var BADNUM = require('../../constants/numerical').BADNUM;
-var axisIds = require('../../plots/cartesian/axis_ids');
-var Lib = require('../../lib');
-
-var attributes = require('./attributes');
-
-var BINDIRECTIONS = ['x', 'y'];
-
-// Handle bin attrs and relink auto-determined values so fullData is complete
-// does not have cross-trace coupling, but moved out here so we have axis types
-// and relinked trace._autoBin
-module.exports = function crossTraceDefaults(fullData, fullLayout) {
-    var i, j, traceOut, binDirection;
-
-    function coerce(attr) {
-        return Lib.coerce(traceOut._input, traceOut, attributes, attr);
-    }
-
-    for(i = 0; i < fullData.length; i++) {
-        traceOut = fullData[i];
-        var type = traceOut.type;
-        if(type !== 'histogram2d' && type !== 'histogram2dcontour') continue;
-
-        for(j = 0; j < BINDIRECTIONS.length; j++) {
-            binDirection = BINDIRECTIONS[j];
-            var binAttr = binDirection + 'bins';
-            var autoBins = (traceOut._autoBin || {})[binDirection] || {};
-            coerce(binAttr + '.start', autoBins.start);
-            coerce(binAttr + '.end', autoBins.end);
-            coerce(binAttr + '.size', autoBins.size);
-
-            cleanBins(traceOut, binDirection, fullLayout, autoBins);
-
-            if(!(traceOut[binAttr] || {}).size) coerce('nbins' + binDirection);
-        }
-    }
-};
-
-function cleanBins(trace, binDirection, fullLayout, autoBins) {
-    var ax = fullLayout[axisIds.id2name(trace[binDirection + 'axis'])];
-    var axType = ax.type;
-    var binAttr = binDirection + 'bins';
-    var bins = trace[binAttr];
-    var calendar = trace[binDirection + 'calendar'];
-
-    if(!bins) bins = trace[binAttr] = {};
-
-    var cleanBound = (axType === 'date') ?
-        function(v, dflt) { return (v || v === 0) ? Lib.cleanDate(v, BADNUM, calendar) : dflt; } :
-        function(v, dflt) { return isNumeric(v) ? Number(v) : dflt; };
-
-    bins.start = cleanBound(bins.start, autoBins.start);
-    bins.end = cleanBound(bins.end, autoBins.end);
-
-    // logic for bin size is very similar to dtick (cartesian/tick_value_defaults)
-    // but without the extra string options for log axes
-    // ie the only strings we accept are M<n> for months
-    var sizeDflt = autoBins.size;
-    var binSize = bins.size;
-
-    if(isNumeric(binSize)) {
-        bins.size = (binSize > 0) ? Number(binSize) : sizeDflt;
-    } else if(typeof binSize !== 'string') {
-        bins.size = sizeDflt;
-    } else {
-        // date special case: "M<n>" gives bins every (integer) n months
-        var prefix = binSize.charAt(0);
-        var sizeNum = binSize.substr(1);
-
-        sizeNum = isNumeric(sizeNum) ? Number(sizeNum) : 0;
-        if((sizeNum <= 0) || !(
-                axType === 'date' && prefix === 'M' && sizeNum === Math.round(sizeNum)
-            )) {
-            bins.size = sizeDflt;
-        }
-    }
-}
diff --git a/src/traces/histogram2d/defaults.js b/src/traces/histogram2d/defaults.js
index 3f0ea3f206c..afc31dcf5ce 100644
--- a/src/traces/histogram2d/defaults.js
+++ b/src/traces/histogram2d/defaults.js
@@ -26,8 +26,6 @@ module.exports = function supplyDefaults(traceIn, traceOut, defaultColor, layout
     if(traceOut.visible === false) return;
 
     handleStyleDefaults(traceIn, traceOut, coerce, layout);
-    colorscaleDefaults(
-        traceIn, traceOut, layout, coerce, {prefix: '', cLetter: 'z'}
-    );
+    colorscaleDefaults(traceIn, traceOut, layout, coerce, {prefix: '', cLetter: 'z'});
     coerce('hovertemplate');
 };
diff --git a/src/traces/histogram2d/index.js b/src/traces/histogram2d/index.js
index 8b37378820e..16e37189051 100644
--- a/src/traces/histogram2d/index.js
+++ b/src/traces/histogram2d/index.js
@@ -12,7 +12,7 @@ module.exports = {
 
     attributes: require('./attributes'),
     supplyDefaults: require('./defaults'),
-    crossTraceDefaults: require('./cross_trace_defaults'),
+    crossTraceDefaults: require('../histogram/cross_trace_defaults'),
     calc: require('../heatmap/calc'),
     plot: require('../heatmap/plot'),
     layerName: 'heatmaplayer',
diff --git a/src/traces/histogram2dcontour/attributes.js b/src/traces/histogram2dcontour/attributes.js
index 19c4db142bf..1133f9c32bb 100644
--- a/src/traces/histogram2dcontour/attributes.js
+++ b/src/traces/histogram2dcontour/attributes.js
@@ -29,6 +29,10 @@ module.exports = extendFlat({
     autobinx: histogram2dAttrs.autobinx,
     autobiny: histogram2dAttrs.autobiny,
 
+    bingroup: histogram2dAttrs.bingroup,
+    xbingroup: histogram2dAttrs.xbingroup,
+    ybingroup: histogram2dAttrs.ybingroup,
+
     autocontour: contourAttrs.autocontour,
     ncontours: contourAttrs.ncontours,
     contours: contourAttrs.contours,
diff --git a/src/traces/histogram2dcontour/index.js b/src/traces/histogram2dcontour/index.js
index 46d6cfc60be..ba495ed5efa 100644
--- a/src/traces/histogram2dcontour/index.js
+++ b/src/traces/histogram2dcontour/index.js
@@ -11,7 +11,7 @@
 module.exports = {
     attributes: require('./attributes'),
     supplyDefaults: require('./defaults'),
-    crossTraceDefaults: require('../histogram2d/cross_trace_defaults'),
+    crossTraceDefaults: require('../histogram/cross_trace_defaults'),
     calc: require('../contour/calc'),
     plot: require('../contour/plot').plot,
     layerName: 'contourlayer',
diff --git a/test/image/baselines/2dhistogram_contour_subplots_bingroup.png b/test/image/baselines/2dhistogram_contour_subplots_bingroup.png
new file mode 100644
index 00000000000..5dc41b868e0
Binary files /dev/null and b/test/image/baselines/2dhistogram_contour_subplots_bingroup.png differ
diff --git a/test/image/baselines/histogram2d_bingroup.png b/test/image/baselines/histogram2d_bingroup.png
new file mode 100644
index 00000000000..04d68485d01
Binary files /dev/null and b/test/image/baselines/histogram2d_bingroup.png differ
diff --git a/test/image/baselines/histogram_overlay-bingroup.png b/test/image/baselines/histogram_overlay-bingroup.png
new file mode 100644
index 00000000000..30780d9f6a4
Binary files /dev/null and b/test/image/baselines/histogram_overlay-bingroup.png differ
diff --git a/test/image/mocks/2dhistogram_contour_subplots_bingroup.json b/test/image/mocks/2dhistogram_contour_subplots_bingroup.json
new file mode 100644
index 00000000000..4327b105277
--- /dev/null
+++ b/test/image/mocks/2dhistogram_contour_subplots_bingroup.json
@@ -0,0 +1,12081 @@
+{
+  "data": [
+    {
+      "x": [
+        -1.19135367378,
+        -0.80989540227,
+        -0.925158804666,
+        -0.87760783274,
+        -0.51146935321,
+        -1.17957514063,
+        -0.401418220261,
+        -1.16183935054,
+        -1.11475081154,
+        -1.22853581376,
+        -0.592529542681,
+        -0.43889541224,
+        -0.602495595365,
+        -0.990669110038,
+        -0.544050558932,
+        -0.966319543401,
+        -0.742404606095,
+        -0.761971981579,
+        -1.20675028294,
+        -1.00477577758,
+        -0.481383102169,
+        -1.06112704596,
+        -0.757674558511,
+        -1.49815569515,
+        -0.970093584719,
+        -1.45254984021,
+        -0.576371884233,
+        -0.763406941577,
+        -0.780284124171,
+        -0.806043909481,
+        -1.55782557842,
+        -1.06434375708,
+        -1.31581468891,
+        -0.934525295676,
+        -0.888735643704,
+        -1.00872731608,
+        -1.3438472338,
+        -0.852218952389,
+        -0.371683097125,
+        -1.40320542743,
+        -1.0832056523,
+        -0.891090334561,
+        -0.798498677304,
+        -1.18624151422,
+        -0.938598836322,
+        -0.539133240628,
+        -0.913480647128,
+        -1.12361851539,
+        -0.910415167429,
+        -1.02319461744,
+        -1.07471542573,
+        -1.16720777925,
+        -0.993295733365,
+        -1.00852358867,
+        -0.818434616344,
+        -0.744391767723,
+        -1.12507674596,
+        -0.742197235594,
+        -0.81451542008,
+        -1.49006940204,
+        -0.457370819133,
+        -0.332094332449,
+        -1.1176381713,
+        -0.685073127085,
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+        0.517117929629,
+        0.449911268227,
+        0.55458548624,
+        0.389849437185,
+        0.789803843652,
+        0.470524868244,
+        1.29197537054,
+        0.998117076659,
+        1.31434980816,
+        1.16152384982,
+        0.623465030871,
+        0.616471212971,
+        1.27977873285,
+        0.974853560387,
+        0.52109387351,
+        0.452172574784,
+        1.16161017475,
+        0.662777129034,
+        0.452170247378,
+        0.754114908556,
+        0.351541088136,
+        1.0034610523,
+        0.712894966355,
+        0.59276069228,
+        0.796308627937,
+        0.652179844308,
+        0.717331467248,
+        0.361306235474,
+        0.571443822698,
+        1.15711445918,
+        0.776957510283,
+        0.78592171242,
+        1.05670973463,
+        0.764834232347,
+        1.24995485944,
+        0.731208680596,
+        0.717079759185,
+        1.35453447511,
+        1.22934304199,
+        0.564132444772,
+        1.32916714833,
+        0.745208890195,
+        0.931565303449,
+        1.11928616945,
+        0.812814479035,
+        0.559295095914,
+        1.09514299767,
+        0.67927644527,
+        1.06808059257,
+        1.07625188125,
+        1.42655107178,
+        1.62265714147,
+        1.23340163875,
+        0.657900893199,
+        0.981142439293,
+        0.920947627918,
+        1.4623932293,
+        1.39932279223,
+        1.17994000043,
+        1.02220562217,
+        1.0810785881,
+        1.0552604919,
+        1.55850968109,
+        1.36308213887,
+        0.539534920287,
+        1.1476014513,
+        1.2518869469,
+        0.822217550005,
+        1.84157818693,
+        1.04860079146,
+        1.44595433639,
+        1.32287279603,
+        1.37644373084,
+        1.86614025813,
+        1.51105744244,
+        0.924727647119,
+        1.31187547697,
+        1.82489256759,
+        1.12485348336,
+        1.02033933003,
+        1.54675372473,
+        1.12481931567,
+        1.43781411763,
+        1.04222534571,
+        1.40233711227,
+        1.6594617636,
+        1.20906278605,
+        1.13166424795,
+        1.63158565092,
+        1.26317561226,
+        0.902273886744,
+        1.1000291584,
+        1.188264971,
+        1.48574191882,
+        1.55664508511,
+        1.22264268323,
+        1.73482768631,
+        2.03112501513,
+        1.3675266481,
+        1.41708825041,
+        1.53725716325,
+        1.47010715591,
+        1.3158979521,
+        0.971654366638,
+        1.7503393987,
+        0.732604359699,
+        1.39706114779,
+        1.56385367099,
+        1.33289292691,
+        1.86899530505,
+        1.47054586517,
+        2.16697680404,
+        1.60524359391,
+        1.61536910391,
+        0.937152751836,
+        1.49903653683,
+        1.38801880891,
+        1.59583551564,
+        1.19934669609,
+        1.95642443691,
+        1.56395479658,
+        1.31544681472,
+        1.17342438873,
+        1.94708832983,
+        1.59071763854,
+        1.28894592604,
+        1.40444163715,
+        1.77905230984,
+        1.96940347111,
+        1.61314188292,
+        1.96680306445,
+        1.50869608991,
+        1.27418286571,
+        1.98204944467,
+        1.87976006289,
+        2.08282433134,
+        1.78000664991,
+        2.18847631672,
+        1.30301866796,
+        1.33523041582,
+        1.85351349973,
+        2.11556941203,
+        1.61576520453,
+        1.59834728055,
+        2.14721293954,
+        1.69322083096,
+        2.65800422187,
+        1.82823333811,
+        1.60029581159,
+        1.78219847377,
+        2.19737174623,
+        1.72394249039,
+        2.04634360445,
+        2.65539624846,
+        2.13056382917,
+        1.59095944028,
+        2.12066527401,
+        2.45099625307,
+        2.1364347606,
+        2.09216188492,
+        2.14810208967,
+        3.10264795154,
+        2.2746357232,
+        1.96228387311,
+        2.45845239934,
+        2.09836639799,
+        2.3455880748,
+        2.01712372253,
+        2.72794096044,
+        1.59737661276,
+        2.4629965703,
+        2.10465016344,
+        2.61931675099,
+        2.72485237543,
+        2.7694002851,
+        2.1671587715,
+        2.25158116907,
+        2.25924070447,
+        2.59320111319,
+        2.72828372007,
+        2.92569257455,
+        2.29523623628,
+        2.77348828989,
+        2.67182419084,
+        2.31583598032,
+        2.25483740652,
+        2.38879681156,
+        2.59717833055,
+        2.74000381154,
+        2.13480765764,
+        2.50211221536,
+        2.49097295833,
+        2.10067795242,
+        3.02703202546,
+        2.54538916805,
+        2.50646957448,
+        3.06598293772,
+        2.66666273711,
+        1.86237808976,
+        2.17914066916,
+        2.66953945431,
+        3.07233020977,
+        3.03198520639,
+        2.80242633366,
+        2.50203273776,
+        2.27194515901,
+        2.59945909127,
+        3.53299302491,
+        2.96917973815,
+        2.26259668342,
+        3.34852670221,
+        2.46804114021,
+        3.12124600288,
+        3.01555731052,
+        2.54002563,
+        2.57138244702,
+        3.09782319591,
+        2.67147277103,
+        3.23891446072,
+        3.0520070323,
+        2.9028359987,
+        2.92583639894,
+        2.81674927307,
+        2.83812864136,
+        2.60702002745
+      ],
+      "name": "y density",
+      "marker": {
+        "color": "rgb(102,0,0)"
+      },
+      "xaxis": "x2",
+      "type": "histogram",
+      "bingroup": "Y"
+    }
+  ],
+  "layout": {
+    "showlegend": false,
+    "width": 600,
+    "height": 550,
+    "margin": {"t": 50},
+    "xaxis": {
+      "domain": [0, 0.85],
+      "zeroline": false,
+      "showgrid": false
+    },
+    "yaxis": {
+      "domain": [0, 0.85],
+      "zeroline": false,
+      "showgrid": false
+    },
+    "xaxis2": {
+      "domain": [0.85, 1],
+      "showgrid": false,
+      "zeroline": false
+    },
+    "yaxis2": {
+      "domain": [0.85, 1],
+      "showgrid": false,
+      "zeroline": false
+    },
+    "hovermode": "closest"
+  }
+}
diff --git a/test/image/mocks/histogram2d_bingroup.json b/test/image/mocks/histogram2d_bingroup.json
new file mode 100644
index 00000000000..7c1891eea1b
--- /dev/null
+++ b/test/image/mocks/histogram2d_bingroup.json
@@ -0,0 +1,103 @@
+{
+  "data": [
+    {
+      "type": "histogram2d",
+      "name": "smaple 1",
+      "x": [ 1, 2, 2, 2, 3 ],
+      "y": [ 1, 2, 2, 2, 3 ],
+      "coloraxis": "coloraxis"
+    },
+    {
+      "type": "histogram2d",
+      "name": "sample 2",
+      "x": [ 4, 5, 5, 5, 6 ],
+      "y": [ 4, 5, 5, 5, 6 ],
+      "coloraxis": "coloraxis",
+      "xaxis": "x2",
+      "yaxis": "y2"
+    },
+    {
+      "type": "histogram2d",
+      "name": "sample 1",
+      "x": [ 1, 2, 2, 2, 3 ],
+      "y": [ 1, 2, 2, 2, 3 ],
+      "coloraxis": "coloraxis",
+      "bingroup": "1",
+      "xaxis": "x3",
+      "yaxis": "y3"
+    },
+    {
+      "type": "histogram2d",
+      "name": "sample 2",
+      "x": [ 4, 5, 5, 5, 6 ],
+      "y": [ 4, 5, 5, 5, 6 ],
+      "coloraxis": "coloraxis",
+      "bingroup": "1",
+      "xaxis": "x4",
+      "yaxis": "y4"
+    },
+    {
+      "type": "histogram2d",
+      "name": "combined sample",
+      "x": [ 1, 2, 2, 2, 3, 4, 5, 5, 5, 6 ],
+      "y": [ 1, 2, 2, 2, 3, 4, 5, 5, 5, 6 ],
+      "coloraxis": "coloraxis",
+      "xaxis": "x5",
+      "yaxis": "y5"
+    },
+    {
+      "type": "histogram2d",
+      "name": "sample 1",
+      "x": [ 1, 2, 2, 2, 3 ],
+      "y": [ 1, 2, 2, 2, 3 ],
+      "coloraxis": "coloraxis",
+      "bingroup": "2",
+      "xbins": {"size": 1},
+      "xaxis": "x7",
+      "yaxis": "y7"
+    },
+    {
+      "type": "histogram2d",
+      "name": "sample 2",
+      "x": [ 4, 5, 5, 5, 6 ],
+      "y": [ 4, 5, 5, 5, 6 ],
+      "coloraxis": "coloraxis",
+      "bingroup": "2",
+      "ybins": {"size": 1},
+      "xaxis": "x8",
+      "yaxis": "y8"
+    }
+  ],
+  "layout": {
+    "grid": {
+      "rows": 4,
+      "columns": 2,
+      "pattern": "independent"
+    },
+    "yaxis": {
+      "title": {
+        "text": "no set<br>bingroup"
+      }
+    },
+    "yaxis3": {
+      "title": {
+        "text": "<b>bingroup:1</b>"
+      }
+    },
+    "yaxis5": {
+      "title": {
+        "text": "combined<br>samples"
+      }
+    },
+    "yaxis7": {
+      "title": {
+        "text": "<b>bingroup:2<br>(x|y)bins.size:1</b>"
+      }
+    },
+    "coloraxis": {
+      "colorbar": {"len": 0.6}
+    },
+    "height": 600,
+    "width": 500
+  }
+}
diff --git a/test/image/mocks/histogram_overlay-bingroup.json b/test/image/mocks/histogram_overlay-bingroup.json
new file mode 100644
index 00000000000..20a54737edf
--- /dev/null
+++ b/test/image/mocks/histogram_overlay-bingroup.json
@@ -0,0 +1,132 @@
+{
+  "data": [
+    {
+      "x": [
+        0.8896137796891019,
+        0.7665576938592171,
+        0.9396271617658107,
+        0.13360237176569933,
+        0.7541355420618407,
+        0.920307900122386,
+        0.9330953659979628,
+        0.24776992254805985,
+        0.40585624369570517,
+        0.7760511161604609,
+        0.67441382237699,
+        0.7918855686917201,
+        0.40242055280353184,
+        0.5537863909595584,
+        0.4638754501398257,
+        0.9860526862411143,
+        0.657645549790189,
+        0.0892064782687636,
+        0.23422906722043124,
+        0.6810083712417243,
+        0.027896202505397705,
+        0.9025671555106325,
+        0.9024479100663014,
+        0.5732425794954226,
+        0.6888094649498673,
+        0.8246324896019435,
+        0.6850365948982999,
+        0.7491034276989166,
+        0.7307941732447802,
+        0.4596535634108143,
+        0.5081285572518,
+        0.7910342510612902,
+        0.6046849873220155,
+        0.6121989957166782,
+        0.3429366155775375,
+        0.26213817583234755,
+        0.6988806152097911,
+        0.7768039820024484,
+        0.9459383333342053,
+        0.26868723777844905,
+        0.6802199103653237,
+        0.06534292358914828,
+        0.5528787339155625,
+        0.6609915445450205,
+        0.9545704510016406,
+        0.7465158117632544,
+        0.3241135419901726,
+        0.8293051401631533,
+        0.6907747746834327,
+        0.5301653056175399,
+        0.8919620433126669,
+        0.9395725348227071,
+        0.14102733385732913,
+        0.28383382152860825,
+        0.011111574452361772,
+        0.8500727373683319,
+        0.22362144618154822,
+        0.03401501849463884,
+        0.6426767323985276,
+        0.5623706326460836,
+        0.7480990974921731,
+        0.3584661299928904,
+        0.26563079924816924,
+        0.48860530996394846,
+        0.8830361801016731,
+        0.7240226661653946,
+        0.26473439600639814,
+        0.9601222364021138,
+        0.9567449421577232,
+        0.6648717724784379,
+        0.32320304273916056,
+        0.8171115057409675,
+        0.541655538898113,
+        0.9609684641361933,
+        0.7170042736327242,
+        0.7902489937457824,
+        0.05674457417397272,
+        0.9254060214580642,
+        0.9118909251289637,
+        0.3112059030640342,
+        0.9008620403257512,
+        0.60060918276307,
+        0.21489399723503944,
+        0.21073279472467465,
+        0.7878501107970128,
+        0.4980467608902841,
+        0.9010742678954529,
+        0.5277515484485442,
+        0.10630624857535187,
+        0.9678284553702674,
+        0.2934933367457573,
+        0.08422067681953282,
+        0.5926339416517785,
+        0.5012612350101027,
+        0.1295603254679596,
+        0.4718272589247241,
+        0.8007070382088552,
+        0.6612471047155974,
+        0.7240436215086994,
+        0.8702533458080692
+      ],
+      "type": "histogram",
+      "bingroup": "1"
+    },
+    {
+      "x": [
+        0.40585624369570517,
+        0.3429366155775375,
+        0.011111574452361772,
+        0.541655538898113,
+        0.05674457417397272,
+        0.08422067681953282,
+        0.4718272589247241
+      ],
+      "type": "histogram",
+      "bingroup": "1",
+      "marker": {
+        "color": "white",
+        "opacity": 0.75
+      }
+    }
+  ],
+  "layout": {
+    "showlegend": false,
+    "barmode": "overlay",
+    "bargap": 0.1
+  }
+}
diff --git a/test/jasmine/tests/bar_test.js b/test/jasmine/tests/bar_test.js
index 51deb89951f..1d4f10c86e7 100644
--- a/test/jasmine/tests/bar_test.js
+++ b/test/jasmine/tests/bar_test.js
@@ -211,7 +211,7 @@ describe('Bar.supplyDefaults', function() {
         expect(traceOut.ycalendar).toBe('ethiopian');
     });
 
-    it('should not include alignementgroup/offsetgroup when barmode is not *group*', function() {
+    it('should not include alignmentgroup/offsetgroup when barmode is not *group*', function() {
         var gd = {
             data: [{type: 'bar', y: [1], alignmentgroup: 'a', offsetgroup: '1'}],
             layout: {barmode: 'group'}
diff --git a/test/jasmine/tests/histogram_test.js b/test/jasmine/tests/histogram_test.js
index ec0bc331ded..931197edc85 100644
--- a/test/jasmine/tests/histogram_test.js
+++ b/test/jasmine/tests/histogram_test.js
@@ -5,7 +5,7 @@ var setConvert = require('@src/plots/cartesian/set_convert');
 var supplyDefaults = require('@src/traces/histogram/defaults');
 var supplyDefaults2D = require('@src/traces/histogram2d/defaults');
 var supplyDefaults2DC = require('@src/traces/histogram2dcontour/defaults');
-var calc = require('@src/traces/histogram/calc');
+var calc = require('@src/traces/histogram/calc').calc;
 var getBinSpanLabelRound = require('@src/traces/histogram/bin_label_vals');
 
 var createGraphDiv = require('../assets/create_graph_div');
@@ -186,6 +186,341 @@ describe('Test histogram', function() {
         });
     });
 
+    describe('cross-trace bingroup logic:', function() {
+        var gd;
+
+        beforeEach(function() {
+            spyOn(Lib, 'warn');
+        });
+
+        function _assert(msg, exp, warnMsg) {
+            var allBinOpts = gd._fullLayout._histogramBinOpts;
+            var groups = Object.keys(allBinOpts);
+
+            expect(groups.length).toBe(exp.length, 'same # of bin groups| ' + msg);
+
+            var eGroups = exp.map(function(expi) { return expi[0]; });
+            expect(groups).toEqual(eGroups, 'same bin groups| ' + msg);
+
+            exp.forEach(function(expi) {
+                var k = expi[0];
+                var binOpts = allBinOpts[k];
+
+                if(!binOpts) {
+                    return fail('bingroup ' + k + ' does NOT exist| ' + msg);
+                }
+
+                var traces = binOpts.traces || [];
+
+                if(!traces.length) {
+                    return fail('traces list for bingroup ' + k + ' is empty| ' + msg);
+                }
+
+                expect(traces.length).toBe(expi[1].length, 'same # of tracked traces|' + msg);
+
+                traces.forEach(function(t, i) {
+                    expect(t.index)
+                        .toBe(expi[1][i], 'tracks same traces[' + i + ']|' + msg);
+                    expect(t['_' + binOpts.dirs[i] + 'bingroup'])
+                        .toBe(k, '_(x|y)bingroup key in trace' + i + '| ' + msg);
+                });
+            });
+
+            if(warnMsg) {
+                expect(Lib.warn).toHaveBeenCalledWith(warnMsg);
+            } else {
+                expect(Lib.warn).toHaveBeenCalledTimes(0);
+            }
+        }
+
+        it('should group traces w/ same axes and w/ same orientation', function() {
+            var barModes = ['group', 'stack'];
+
+            barModes.forEach(function(mode) {
+                gd = {
+                    data: [
+                        {type: 'histogram', y: [1, 2]},
+                        {type: 'histogram', y: [2, 3]},
+
+                        {type: 'histogram', y: [1, 2], xaxis: 'x2'},
+                        {type: 'histogram', y: [3, 4], xaxis: 'x2'},
+
+                        {type: 'histogram', y: [3, 4]},
+                        {type: 'histogram', y: [2, 4], xaxis: 'x2'},
+
+                        {type: 'histogram', x: [1, 3]},
+                        {uid: 'solo', type: 'histogram', x: [2, 2], yaxis: 'y2'},
+                        {type: 'histogram', x: [2, 3]}
+                    ],
+                    layout: {barmode: mode}
+                };
+                supplyAllDefaults(gd);
+                _assert('under barmode:' + mode, [
+                    ['xyy', [0, 1, 4]],
+                    ['x2yy', [2, 3, 5]],
+                    ['xyx', [6, 8]],
+                    ['solo__x', [7]]
+                ]);
+            });
+        });
+
+        it('should group traces on matching axes and w/ same orientation', function() {
+            var barModes = ['group', 'stack'];
+
+            barModes.forEach(function(mode) {
+                gd = {
+                    data: [
+                        {type: 'histogram', y: [1, 2]},
+                        {type: 'histogram', y: [2, 3], xaxis: 'x2'},
+                        {type: 'histogram', x: [1, 2], yaxis: 'y2'},
+                        {type: 'histogram', x: [2, 3], yaxis: 'y2'},
+                    ],
+                    layout: {
+                        barmode: mode,
+                        xaxis2: {matches: 'x'},
+                        yaxis2: {matches: 'x'}
+                    }
+                };
+                supplyAllDefaults(gd);
+                _assert('under barmode:' + mode, [
+                    ['g0yy', [0, 1]],
+                    ['g0g0x', [2, 3]]
+                ]);
+            });
+        });
+
+        it('should not group traces by default under barmode:overlay ', function() {
+            gd = {
+                data: [
+                    {uid: 'a', type: 'histogram', y: [1, 2]},
+                    {uid: 'b', type: 'histogram', y: [2, 3]},
+
+                    {uid: 'c', type: 'histogram', y: [1, 2], xaxis: 'x2'},
+                    {uid: 'd', type: 'histogram', y: [3, 4], xaxis: 'x2'},
+
+                    {uid: 'e', type: 'histogram', y: [3, 1]},
+                    {uid: 'f', type: 'histogram', y: [2, 1], xaxis: 'x2'},
+
+                    {uid: 'g', type: 'histogram', x: [1, 2]},
+                    {uid: 'h', type: 'histogram', x: [2, 3], yaxis: 'y2'},
+                    {uid: 'i', type: 'histogram', x: [2, 4]}
+                ],
+                layout: {barmode: 'overlay'}
+            };
+            supplyAllDefaults(gd);
+            _assert('', [
+                ['a__y', [0]], ['b__y', [1]], ['c__y', [2]],
+                ['d__y', [3]], ['e__y', [4]], ['f__y', [5]],
+                ['g__x', [6]], ['h__x', [7]], ['i__x', [8]]
+            ]);
+        });
+
+        it('should not group histogram2d* traces by default', function() {
+            gd = {
+                data: [
+                    {uid: 'a', type: 'histogram2d', x: [1, 2], y: [1, 3]},
+                    {uid: 'b', type: 'histogram2d', x: [2, 3], y: [2, 3]},
+                    {uid: 'c', type: 'histogram2dcontour', x: [1, 3], y: [1, 2], xaxis: 'x2', yaxis: 'y2'},
+                    {uid: 'd', type: 'histogram2dcontour', x: [2, 3], y: [2, 4], xaxis: 'x2', yaxis: 'y2'},
+                ],
+                layout: {}
+            };
+            supplyAllDefaults(gd);
+            _assert('N.B. one bingroup for x, one bingroup for y for each trace', [
+                ['a__x', [0]], ['a__y', [0]],
+                ['b__x', [1]], ['b__y', [1]],
+                ['c__x', [2]], ['c__y', [2]],
+                ['d__x', [3]], ['d__y', [3]]
+            ]);
+        });
+
+        it('should be able to group traces by *bingroup* under barmode:overlay ', function() {
+            gd = {
+                data: [
+                    {bingroup: '1', type: 'histogram', y: [1, 2]},
+                    {uid: 'b', type: 'histogram', y: [2, 3]},
+                    {bingroup: '2', type: 'histogram', y: [1, 4], xaxis: 'x2'},
+                    {bingroup: '1', type: 'histogram', y: [3, 4], xaxis: 'x2'},
+                    {bingroup: '2', type: 'histogram', y: [3, 4]},
+                    {uid: 'f', type: 'histogram', y: [2, 4], xaxis: 'x2'},
+                    {bingroup: '3', type: 'histogram', x: [1, 5]},
+                    {bingroup: '1', type: 'histogram', x: [2, 5], yaxis: 'y2'},
+                    {bingroup: '3', type: 'histogram', x: [2, 5]}
+                ],
+                layout: {barmode: 'overlay'}
+            };
+            supplyAllDefaults(gd);
+            _assert('', [
+                ['1', [0, 3, 7]],
+                ['2', [2, 4]],
+                ['3', [6, 8]],
+                ['b__y', [1]],
+                ['f__y', [5]]
+            ]);
+        });
+
+        it('should be able to group histogram2d traces by *bingroup*', function() {
+            gd = {
+                data: [
+                    {uid: 'a', type: 'histogram2d', x: [1, 2], y: [1, 2]},
+                    {uid: 'b', type: 'histogram2d', x: [1, 3], y: [1, 1]},
+                    {bingroup: '1', type: 'histogram2d', x: [1, 2], y: [1, 2]},
+                    {bingroup: '1', type: 'histogram2d', x: [1, 2], y: [1, 2]},
+                    {uid: 'e', type: 'histogram2d', x: [1, 3], y: [1, 3]},
+                ]
+            };
+            supplyAllDefaults(gd);
+            _assert('', [
+                ['a__x', [0]], ['a__y', [0]],
+                ['b__x', [1]], ['b__y', [1]],
+                ['1__x', [2, 3]], ['1__y', [2, 3]],
+                ['e__x', [4]], ['e__y', [4]]
+            ]);
+        });
+
+        it('should be able to group histogram and histogram2d* traces together', function() {
+            gd = {
+                data: [
+                    {bingroup: '1', type: 'histogram', y: [1, 3]},
+                    {bingroup: '1', type: 'histogram', y: [3, 3], xaxis: 'x2'},
+                    {bingroup: '1', type: 'histogram2d', x: [1, 3], y: [3, 2]},
+                    {bingroup: '1', type: 'histogram2dcontour', x: [1, 2], y: [3, 4]}
+                ],
+                layout: {barmode: 'overlay'}
+            };
+            supplyAllDefaults(gd);
+            _assert('N.B. histogram2d* indices show up twice, once for x-bins, once for y-bins', [
+                ['1', [0, 1]],
+                ['1__x', [2, 3]],
+                ['1__y', [2, 3]]
+            ]);
+        });
+
+        it('should not group traces across axes of different types', function() {
+            gd = {
+                data: [
+                    {uid: 'a', bingroup: '1', type: 'histogram', y: [1, 2]},
+                    {uid: 'b', bingroup: '1', type: 'histogram', y: ['cats', 'dogs'], yaxis: 'y2'},
+                ],
+                layout: {barmode: 'overlay'}
+            };
+            supplyAllDefaults(gd);
+
+            _assert('', [
+                ['1', [0]],
+                ['b__y', [1]]
+            ],
+                'Attempted to group the bins of trace 1 set on a type:category axis ' +
+                'with bins on type:linear axis.'
+            );
+        });
+
+        it('should force traces that "have to match" to have same bingroup (stack case)', function() {
+            gd = {
+                data: [
+                    // these 3 traces "have to match"
+                    {bingroup: '1', type: 'histogram', y: [1, 2]},
+                    {type: 'histogram', y: [1, 3]},
+                    {bingroup: '2', type: 'histogram', y: [2, 3]}
+                ],
+                layout: {barmode: 'stack'}
+            };
+            supplyAllDefaults(gd);
+
+            _assert('used first valid bingroup to identify bin opts', [
+                ['1', [0, 1, 2]]
+            ],
+                'Trace 2 must match within bingroup 1.' +
+                ' Ignoring its bingroup: 2 setting.'
+            );
+        });
+
+        it('traces that "have to match" can be grouped with traces that do not have to match using *bingroup*', function() {
+            gd = {
+                data: [
+                    // these 2 traces "have to match"
+                    {bingroup: '1', type: 'histogram', y: [1, 3]},
+                    {type: 'histogram', y: [1, 3]},
+                    // this one does not have to match with the above two,
+                    // (it's on another subplot), but it can be grouped
+                    {bingroup: '1', type: 'histogram', y: [2, 3], xaxis: 'x2', yaxis: 'y2'},
+                    // this one does not have to match either
+                    // (it's a histogram2d* traces), but it can be grouped
+                    {xbingroup: '1', ybingroup: '1', type: 'histogram2d', x: [3, 4], y: [3, 4]}
+                ],
+                layout: {}
+            };
+            supplyAllDefaults(gd);
+
+            _assert('', [
+                // N.B ordering in *binOpts.traces* does not matter
+                ['1', [0, 1, 3, 3, 2]]
+            ]);
+        });
+
+        it('should not group traces across different calendars', function() {
+            gd = {
+                data: [
+                    {uid: 'a', bingroup: '1', type: 'histogram', x: ['2000-01-01']},
+                    {uid: 'b', bingroup: '1', type: 'histogram', x: ['2000-01-01'], xcalendar: 'julian'},
+                ],
+                layout: {barmode: 'overlay'}
+            };
+            supplyAllDefaults(gd);
+
+            _assert('', [
+                ['1', [0]],
+                ['b__x', [1]]
+            ],
+                'Attempted to group the bins of trace 1 set with a julian calendar ' +
+                'with bins on a gregorian calendar'
+            );
+        });
+
+        it('should force traces that "have to match" to have same bingroup (alignmentgroup case)', function() {
+            var traces;
+
+            function initTraces() {
+                traces = [{}, {}, {yaxis: 'y2'}, {yaxis: 'y2'}];
+                traces.forEach(function(t) {
+                    t.type = 'histogram';
+                    t.x = [1, 2];
+                });
+            }
+
+            function _supply() {
+                gd = {
+                    data: traces,
+                    layout: {
+                        barmode: 'group',
+                        grid: {rows: 2, columns: 1}
+                    }
+                };
+                supplyAllDefaults(gd);
+            }
+
+            initTraces();
+            _supply(gd);
+            _assert('base (separate subplot w/o alignmentgroup)', [
+                ['xyx', [0, 1]],
+                ['xy2x', [2, 3]]
+            ]);
+
+            initTraces();
+            [
+                {alignmentgroup: 'a', offsetgroup: '-'},
+                {alignmentgroup: 'a', offsetgroup: '--'},
+                {alignmentgroup: 'a', offsetgroup: '-'},
+                {alignmentgroup: 'a', offsetgroup: '--'}
+            ].forEach(function(patch, i) {
+                Lib.extendFlat(traces[i], patch);
+            });
+            _supply(gd);
+            _assert('all in same alignmentgroup, must match', [
+                ['xv', [0, 1, 2, 3]]
+            ]);
+        });
+    });
 
     describe('calc', function() {
         function _calc(opts, extraTraces, layout, prependExtras) {
diff --git a/test/jasmine/tests/plot_api_test.js b/test/jasmine/tests/plot_api_test.js
index b3220ac1126..4f948e21502 100644
--- a/test/jasmine/tests/plot_api_test.js
+++ b/test/jasmine/tests/plot_api_test.js
@@ -1297,19 +1297,17 @@ describe('Test plot api', function() {
             ])
             .then(function() {
                 check(true, 'initial');
-                return Plotly.restyle(gd, 'xbins.start', start0, [0]);
-            })
-            .then(function() {
-                return Plotly.restyle(gd, {'xbins.end': end1, 'ybins.size': size1}, null, [1]);
             })
+            .then(function() { return Plotly.restyle(gd, 'xbins.start', start0, [0]); })
+            .then(function() { return Plotly.restyle(gd, {'xbins.end': end1, 'ybins.size': size1}, null, [1]); })
             .then(function() {
                 check(false, 'set start/end/size');
-                return Plotly.restyle(gd, {autobinx: true, autobiny: true});
             })
+            .then(function() { return Plotly.restyle(gd, {autobinx: true, autobiny: true}); })
             .then(function() {
                 check(true, 'reset');
-                return Queue.undo(gd);
             })
+            .then(function() { return Queue.undo(gd); })
             .then(function() {
                 check(false, 'undo');
             })