diff --git a/static/app/views/dashboards/widgetBuilder/utils.spec.tsx b/static/app/views/dashboards/widgetBuilder/utils.spec.tsx
index 4f4aa18b3bb424..d395106e2a357b 100644
--- a/static/app/views/dashboards/widgetBuilder/utils.spec.tsx
+++ b/static/app/views/dashboards/widgetBuilder/utils.spec.tsx
@@ -31,11 +31,11 @@ describe('WidgetBuilder utils', function () {
     });
 
     it('does not split aggregates with inner commas', function () {
-      const testFieldsString = 'p75(),count_if(transaction.duration,equal,200),p95()';
+      const testFieldsString = 'p75(),count_if(transaction.duration,equals,200),p95()';
       const actual = getFields(testFieldsString);
       expect(actual).toEqual([
         'p75()',
-        'count_if(transaction.duration,equal,200)',
+        'count_if(transaction.duration,equals,200)',
         'p95()',
       ]);
     });
diff --git a/static/app/views/insights/agentMonitoring/components/modelsTable.tsx b/static/app/views/insights/agentMonitoring/components/modelsTable.tsx
index e7e9d5555d75b1..50126a272b495a 100644
--- a/static/app/views/insights/agentMonitoring/components/modelsTable.tsx
+++ b/static/app/views/insights/agentMonitoring/components/modelsTable.tsx
@@ -66,7 +66,7 @@ const EMPTY_ARRAY: never[] = [];
 const defaultColumnOrder: Array<GridColumnOrder<string>> = [
   {key: 'model', name: t('Model'), width: COL_WIDTH_UNDEFINED},
   {key: 'count()', name: t('Requests'), width: 120},
-  {key: 'count_if(span.status,unknown)', name: t('Errors'), width: 120},
+  {key: 'count_if(span.status,equals,unknown)', name: t('Errors'), width: 120},
   {key: 'avg(span.duration)', name: t('Avg'), width: 100},
   {key: 'p95(span.duration)', name: t('P95'), width: 100},
   {key: AI_COST_ATTRIBUTE_SUM, name: t('Cost'), width: 100},
@@ -81,7 +81,7 @@ const rightAlignColumns = new Set([
   AI_OUTPUT_TOKENS_REASONING_ATTRIBUTE_SUM,
   AI_INPUT_TOKENS_CACHED_ATTRIBUTE_SUM,
   AI_COST_ATTRIBUTE_SUM,
-  'count_if(span.status,unknown)',
+  'count_if(span.status,equals,unknown)',
   'avg(span.duration)',
   'p95(span.duration)',
 ]);
@@ -123,7 +123,7 @@ export function ModelsTable() {
         'count()',
         'avg(span.duration)',
         'p95(span.duration)',
-        'count_if(span.status,unknown)', // spans with status unknown are errors
+        'count_if(span.status,equals,unknown)', // spans with status unknown are errors
       ],
       sorts: [{field: sortField, kind: sortOrder}],
       search: fullQuery,
@@ -145,7 +145,7 @@ export function ModelsTable() {
       avg: span['avg(span.duration)'] ?? 0,
       p95: span['p95(span.duration)'] ?? 0,
       cost: Number(span[AI_COST_ATTRIBUTE_SUM]),
-      errors: span['count_if(span.status,unknown)'] ?? 0,
+      errors: span['count_if(span.status,equals,unknown)'] ?? 0,
       inputTokens: Number(span[AI_INPUT_TOKENS_ATTRIBUTE_SUM]),
       inputCachedTokens: Number(span[AI_INPUT_TOKENS_CACHED_ATTRIBUTE_SUM]),
       outputTokens: Number(span[AI_OUTPUT_TOKENS_ATTRIBUTE_SUM]),
@@ -269,7 +269,7 @@ const BodyCell = memo(function BodyCell({
       return <DurationCell milliseconds={dataRow.p95} />;
     case AI_COST_ATTRIBUTE_SUM:
       return <TextAlignRight>{formatLLMCosts(dataRow.cost)}</TextAlignRight>;
-    case 'count_if(span.status,unknown)':
+    case 'count_if(span.status,equals,unknown)':
       return (
         <ErrorCell
           value={dataRow.errors}
diff --git a/static/app/views/insights/agentMonitoring/components/toolsTable.tsx b/static/app/views/insights/agentMonitoring/components/toolsTable.tsx
index 6a1d46e0952f89..61b0582cda2fe8 100644
--- a/static/app/views/insights/agentMonitoring/components/toolsTable.tsx
+++ b/static/app/views/insights/agentMonitoring/components/toolsTable.tsx
@@ -51,14 +51,14 @@ const EMPTY_ARRAY: never[] = [];
 const defaultColumnOrder: Array<GridColumnOrder<string>> = [
   {key: 'tool', name: t('Tool Name'), width: COL_WIDTH_UNDEFINED},
   {key: 'count()', name: t('Requests'), width: 120},
-  {key: 'count_if(span.status,unknown)', name: t('Errors'), width: 120},
+  {key: 'count_if(span.status,equals,unknown)', name: t('Errors'), width: 120},
   {key: 'avg(span.duration)', name: t('Avg'), width: 100},
   {key: 'p95(span.duration)', name: t('P95'), width: 100},
 ];
 
 const rightAlignColumns = new Set([
   'count()',
-  'count_if(span.status,unknown)',
+  'count_if(span.status,equals,unknown)',
   'avg(span.duration)',
   'p95(span.duration)',
 ]);
@@ -97,7 +97,7 @@ export function ToolsTable() {
         'avg(span.duration)',
         'p95(span.duration)',
         'failure_rate()',
-        'count_if(span.status,unknown)', // spans with status unknown are errors
+        'count_if(span.status,equals,unknown)', // spans with status unknown are errors
       ],
       sorts: [{field: sortField, kind: sortOrder}],
       search: fullQuery,
@@ -118,7 +118,7 @@ export function ToolsTable() {
       requests: Number(span['count()']),
       avg: Number(span['avg(span.duration)']),
       p95: Number(span['p95(span.duration)']),
-      errors: Number(span['count_if(span.status,unknown)']),
+      errors: Number(span['count_if(span.status,equals,unknown)']),
     }));
   }, [toolsRequest.data]);
 
@@ -218,7 +218,7 @@ const BodyCell = memo(function BodyCell({
       return <DurationCell milliseconds={dataRow.avg} />;
     case 'p95(span.duration)':
       return <DurationCell milliseconds={dataRow.p95} />;
-    case 'count_if(span.status,unknown)':
+    case 'count_if(span.status,equals,unknown)':
       return (
         <ErrorCell
           value={dataRow.errors}
diff --git a/static/app/views/insights/agentMonitoring/components/tracesTable.tsx b/static/app/views/insights/agentMonitoring/components/tracesTable.tsx
index d1b991bcb3a819..26878ebcb03098 100644
--- a/static/app/views/insights/agentMonitoring/components/tracesTable.tsx
+++ b/static/app/views/insights/agentMonitoring/components/tracesTable.tsx
@@ -83,10 +83,12 @@ const rightAlignColumns = new Set([
 ]);
 
 // FIXME: This is potentially not correct, we need to find a way for it to work with the new filter
-const GENERATION_COUNTS = AI_GENERATION_OPS.map(op => `count_if(span.op,${op})` as const);
+const GENERATION_COUNTS = AI_GENERATION_OPS.map(
+  op => `count_if(span.op,equals,${op})` as const
+);
 
 const AI_AGENT_SUB_OPS = [...AI_GENERATION_OPS, ...AI_TOOL_CALL_OPS].map(
-  op => `count_if(span.op,${op})` as const
+  op => `count_if(span.op,equals,${op})` as const
 );
 
 export function TracesTable() {
@@ -115,7 +117,7 @@ export function TracesTable() {
       fields: [
         'trace',
         ...GENERATION_COUNTS,
-        'count_if(span.op,gen_ai.execute_tool)',
+        'count_if(span.op,equals,gen_ai.execute_tool)',
         AI_TOKEN_USAGE_ATTRIBUTE_SUM,
         AI_COST_ATTRIBUTE_SUM,
       ],
@@ -161,7 +163,7 @@ export function TracesTable() {
             (sum, key) => sum + (span[key] ?? 0),
             0
           ),
-          toolCalls: span['count_if(span.op,gen_ai.execute_tool)'] ?? 0,
+          toolCalls: span['count_if(span.op,equals,gen_ai.execute_tool)'] ?? 0,
           totalTokens: Number(span[AI_TOKEN_USAGE_ATTRIBUTE_SUM] ?? 0),
           totalCost: Number(span[AI_COST_ATTRIBUTE_SUM] ?? 0),
           totalErrors: errors[span.trace] ?? 0,
diff --git a/static/app/views/insights/common/components/tableCells/renderHeadCell.tsx b/static/app/views/insights/common/components/tableCells/renderHeadCell.tsx
index 53cd9fb45ed09a..eb0fcc61125307 100644
--- a/static/app/views/insights/common/components/tableCells/renderHeadCell.tsx
+++ b/static/app/views/insights/common/components/tableCells/renderHeadCell.tsx
@@ -65,7 +65,7 @@ const SORTABLE_FIELDS = new Set([
   SpanFields.MESSAGING_MESSAGE_DESTINATION_NAME,
   'count_op(queue.publish)',
   'count_op(queue.process)',
-  'avg_if(span.duration,span.op,queue.process)',
+  'avg_if(span.duration,span.op,equals,queue.process)',
   'avg(messaging.message.receive.latency)',
   'time_spent_percentage(span.duration)',
   'transaction',
@@ -78,10 +78,10 @@ const SORTABLE_FIELDS = new Set([
   'failure_rate()',
   'performance_score(measurements.score.total)',
   'count_unique(user)',
-  'p50_if(span.duration,is_transaction,true)',
-  'p95_if(span.duration,is_transaction,true)',
-  'failure_rate_if(is_transaction,true)',
-  'sum_if(span.duration,is_transaction,true)',
+  'p50_if(span.duration,is_transaction,equals,true)',
+  'p95_if(span.duration,is_transaction,equals,true)',
+  'failure_rate_if(is_transaction,equals,true)',
+  'sum_if(span.duration,is_transaction,equals,true)',
   'p75(measurements.frames_slow_rate)',
   'p75(measurements.frames_frozen_rate)',
   'trace_status_rate(ok)',
diff --git a/static/app/views/insights/mobile/appStarts/components/tables/screensTable.spec.tsx b/static/app/views/insights/mobile/appStarts/components/tables/screensTable.spec.tsx
index c5b9dacbbf03bc..3748362fe3b89b 100644
--- a/static/app/views/insights/mobile/appStarts/components/tables/screensTable.spec.tsx
+++ b/static/app/views/insights/mobile/appStarts/components/tables/screensTable.spec.tsx
@@ -76,8 +76,8 @@ describe('AppStartScreens', () => {
             {
               id: '1',
               transaction: 'Screen 1',
-              'avg_if(measurements.app_start_cold,release,com.example.vu.android@2.10.5)': 100,
-              'avg_if(measurements.app_start_cold,release,com.example.vu.android@2.10.3+42)': 200,
+              'avg_if(measurements.app_start_cold,release,equals,com.example.vu.android@2.10.5)': 100,
+              'avg_if(measurements.app_start_cold,release,equals,com.example.vu.android@2.10.3+42)': 200,
               'avg_compare(measurements.app_start_cold,release,com.example.vu.android@2.10.5,com.example.vu.android@2.10.3+42)': 50,
               app_start_breakdown: 'breakdown',
               'count_starts(measurements.app_start_cold)': 10,
diff --git a/static/app/views/insights/mobile/appStarts/components/tables/screensTable.tsx b/static/app/views/insights/mobile/appStarts/components/tables/screensTable.tsx
index 9069207a508000..78a5395dae4bab 100644
--- a/static/app/views/insights/mobile/appStarts/components/tables/screensTable.tsx
+++ b/static/app/views/insights/mobile/appStarts/components/tables/screensTable.tsx
@@ -39,19 +39,19 @@ export function AppStartScreens({data, eventView, isLoading, pageLinks}: Props)
 
   const columnNameMap = {
     transaction: t('Screen'),
-    [`avg_if(measurements.app_start_cold,release,${primaryRelease})`]: t(
+    [`avg_if(measurements.app_start_cold,release,equals,${primaryRelease})`]: t(
       'Avg Cold Start (%s)',
       PRIMARY_RELEASE_ALIAS
     ),
-    [`avg_if(measurements.app_start_cold,release,${secondaryRelease})`]: t(
+    [`avg_if(measurements.app_start_cold,release,equals,${secondaryRelease})`]: t(
       'Avg Cold Start (%s)',
       SECONDARY_RELEASE_ALIAS
     ),
-    [`avg_if(measurements.app_start_warm,release,${primaryRelease})`]: t(
+    [`avg_if(measurements.app_start_warm,release,equals,${primaryRelease})`]: t(
       'Avg Warm Start (%s)',
       PRIMARY_RELEASE_ALIAS
     ),
-    [`avg_if(measurements.app_start_warm,release,${secondaryRelease})`]: t(
+    [`avg_if(measurements.app_start_warm,release,equals,${secondaryRelease})`]: t(
       'Avg Warm Start (%s)',
       SECONDARY_RELEASE_ALIAS
     ),
@@ -135,8 +135,8 @@ export function AppStartScreens({data, eventView, isLoading, pageLinks}: Props)
       pageLinks={pageLinks}
       columnOrder={[
         'transaction',
-        `avg_if(measurements.app_start_${startType},release,${primaryRelease})`,
-        `avg_if(measurements.app_start_${startType},release,${secondaryRelease})`,
+        `avg_if(measurements.app_start_${startType},release,equals,${primaryRelease})`,
+        `avg_if(measurements.app_start_${startType},release,equals,${secondaryRelease})`,
         `avg_compare(measurements.app_start_${startType},release,${primaryRelease},${secondaryRelease})`,
         'app_start_breakdown',
         `count_starts(measurements.app_start_${startType})`,
diff --git a/static/app/views/insights/mobile/appStarts/components/tables/spanOperationTable.spec.tsx b/static/app/views/insights/mobile/appStarts/components/tables/spanOperationTable.spec.tsx
index cb2ae80cf8d177..964494fe6e6ef4 100644
--- a/static/app/views/insights/mobile/appStarts/components/tables/spanOperationTable.spec.tsx
+++ b/static/app/views/insights/mobile/appStarts/components/tables/spanOperationTable.spec.tsx
@@ -54,10 +54,10 @@ describe('SpanOpSelector', function () {
             'span.op': 'string',
             'span.description': 'string',
             'span.group': 'string',
-            'avg_if(span.self_time,release,release1)': 'duration',
+            'avg_if(span.self_time,release,equals,release1)': 'duration',
             'avg_compare(span.self_time,release,release1,release2)': 'percent_change',
             'count()': 'integer',
-            'avg_if(span.self_time,release,release2)': 'duration',
+            'avg_if(span.self_time,release,equals,release2)': 'duration',
             'sum(span.self_time)': 'duration',
           },
         },
@@ -67,10 +67,10 @@ describe('SpanOpSelector', function () {
             'span.op': 'app.start.warm',
             'span.description': 'Application Init',
             'span.group': '7f4be68f08c0455f',
-            'avg_if(span.self_time,release,release1)': 22.549867,
+            'avg_if(span.self_time,release,equals,release1)': 22.549867,
             'avg_compare(span.self_time,release,release1,release2)': 0.5,
             'count()': 14,
-            'avg_if(span.self_time,release,release2)': 12504.931908384617,
+            'avg_if(span.self_time,release,equals,release2)': 12504.931908384617,
             'sum(span.self_time)': 162586.66467600001,
           },
         ],
@@ -115,10 +115,10 @@ describe('SpanOpSelector', function () {
             'span.op': 'string',
             'span.description': 'string',
             'span.group': 'string',
-            'avg_if(span.self_time,release,release1)': 'duration',
+            'avg_if(span.self_time,release,equals,release1)': 'duration',
             'avg_compare(span.self_time,release,release1,release2)': 'percent_change',
             'count()': 'integer',
-            'avg_if(span.self_time,release,release2)': 'duration',
+            'avg_if(span.self_time,release,equals,release2)': 'duration',
             'sum(span.self_time)': 'duration',
           },
         },
@@ -132,8 +132,8 @@ describe('SpanOpSelector', function () {
             'sum(span.self_time)': 162586.66467600001,
 
             // simulate a scenario where a span was added in release 2
-            'avg_if(span.self_time,release,release1)': 0,
-            'avg_if(span.self_time,release,release2)': 12504.931908384617,
+            'avg_if(span.self_time,release,equals,release1)': 0,
+            'avg_if(span.self_time,release,equals,release2)': 12504.931908384617,
             'avg_compare(span.self_time,release,release1,release2)': null,
           },
         ],
diff --git a/static/app/views/insights/mobile/appStarts/components/tables/spanOperationTable.tsx b/static/app/views/insights/mobile/appStarts/components/tables/spanOperationTable.tsx
index 8a456a1b2fcb50..906518d15e84d5 100644
--- a/static/app/views/insights/mobile/appStarts/components/tables/spanOperationTable.tsx
+++ b/static/app/views/insights/mobile/appStarts/components/tables/spanOperationTable.tsx
@@ -117,8 +117,8 @@ export function SpanOperationTable({
         SPAN_OP,
         SPAN_GROUP,
         SPAN_DESCRIPTION,
-        `avg_if(${SPAN_SELF_TIME},release,${primaryRelease})`,
-        `avg_if(${SPAN_SELF_TIME},release,${secondaryRelease})`,
+        `avg_if(${SPAN_SELF_TIME},release,equals,${primaryRelease})`,
+        `avg_if(${SPAN_SELF_TIME},release,equals,${secondaryRelease})`,
         `avg_compare(${SPAN_SELF_TIME},release,${primaryRelease},${secondaryRelease})`,
         `sum(${SPAN_SELF_TIME})`,
       ],
@@ -131,11 +131,11 @@ export function SpanOperationTable({
   const columnNameMap = {
     [SPAN_OP]: t('Operation'),
     [SPAN_DESCRIPTION]: t('Span Description'),
-    [`avg_if(${SPAN_SELF_TIME},release,${primaryRelease})`]: t(
+    [`avg_if(${SPAN_SELF_TIME},release,equals,${primaryRelease})`]: t(
       'Avg Duration (%s)',
       PRIMARY_RELEASE_ALIAS
     ),
-    [`avg_if(${SPAN_SELF_TIME},release,${secondaryRelease})`]: t(
+    [`avg_if(${SPAN_SELF_TIME},release,equals,${secondaryRelease})`]: t(
       'Avg Duration (%s)',
       SECONDARY_RELEASE_ALIAS
     ),
@@ -249,8 +249,8 @@ export function SpanOperationTable({
         columnOrder={[
           String(SPAN_OP),
           String(SPAN_DESCRIPTION),
-          `avg_if(${SPAN_SELF_TIME},release,${primaryRelease})`,
-          `avg_if(${SPAN_SELF_TIME},release,${secondaryRelease})`,
+          `avg_if(${SPAN_SELF_TIME},release,equals,${primaryRelease})`,
+          `avg_if(${SPAN_SELF_TIME},release,equals,${secondaryRelease})`,
           `avg_compare(${SPAN_SELF_TIME},release,${primaryRelease},${secondaryRelease})`,
         ].map(col => {
           return {key: col, name: columnNameMap[col] ?? col, width: COL_WIDTH_UNDEFINED};
diff --git a/static/app/views/insights/mobile/appStarts/views/screenSummaryPage.spec.tsx b/static/app/views/insights/mobile/appStarts/views/screenSummaryPage.spec.tsx
index 930940332d1007..f445f7ae18e2a2 100644
--- a/static/app/views/insights/mobile/appStarts/views/screenSummaryPage.spec.tsx
+++ b/static/app/views/insights/mobile/appStarts/views/screenSummaryPage.spec.tsx
@@ -101,12 +101,12 @@ describe('Screen Summary', function () {
           data: [
             {
               'span.op': 'app.start.cold',
-              'avg_if(span.duration,release,com.example.vu.android@2.10.5)': 1000,
-              'avg_if(span.duration,release,com.example.vu.android@2.10.3+42)': 2000,
+              'avg_if(span.duration,release,equals,com.example.vu.android@2.10.5)': 1000,
+              'avg_if(span.duration,release,equals,com.example.vu.android@2.10.3+42)': 2000,
               'avg_compare(span.duration,release,com.example.vu.android@2.10.5,com.example.vu.android@2.10.3+42)':
                 -0.5,
-              'count_if(release,com.example.vu.android@2.10.5)': 20,
-              'count_if(release,com.example.vu.android@2.10.3+42)': 10,
+              'count_if(release,equals,com.example.vu.android@2.10.5)': 20,
+              'count_if(release,equals,com.example.vu.android@2.10.3+42)': 10,
             },
           ],
         },
diff --git a/static/app/views/insights/mobile/appStarts/views/screenSummaryPage.tsx b/static/app/views/insights/mobile/appStarts/views/screenSummaryPage.tsx
index 4bea5a9684118b..c77455e11ec8d9 100644
--- a/static/app/views/insights/mobile/appStarts/views/screenSummaryPage.tsx
+++ b/static/app/views/insights/mobile/appStarts/views/screenSummaryPage.tsx
@@ -139,11 +139,11 @@ export function ScreenSummaryContentPage() {
             ')',
           ]}
           fields={[
-            `avg_if(span.duration,release,${primaryRelease})`,
-            `avg_if(span.duration,release,${secondaryRelease})`,
+            `avg_if(span.duration,release,equals,${primaryRelease})`,
+            `avg_if(span.duration,release,equals,${secondaryRelease})`,
             `avg_compare(span.duration,release,${primaryRelease},${secondaryRelease})`,
-            `count_if(release,${primaryRelease})`,
-            `count_if(release,${secondaryRelease})`,
+            `count_if(release,equals,${primaryRelease})`,
+            `count_if(release,equals,${secondaryRelease})`,
           ]}
           blocks={[
             {
@@ -153,7 +153,7 @@ export function ScreenSummaryContentPage() {
                 appStartType === COLD_START_TYPE
                   ? t('Avg Cold Start (%s)', PRIMARY_RELEASE_ALIAS)
                   : t('Avg Warm Start (%s)', PRIMARY_RELEASE_ALIAS),
-              dataKey: `avg_if(span.duration,release,${primaryRelease})`,
+              dataKey: `avg_if(span.duration,release,equals,${primaryRelease})`,
             },
             {
               unit: DurationUnit.MILLISECOND,
@@ -162,7 +162,7 @@ export function ScreenSummaryContentPage() {
                 appStartType === COLD_START_TYPE
                   ? t('Avg Cold Start (%s)', SECONDARY_RELEASE_ALIAS)
                   : t('Avg Warm Start (%s)', SECONDARY_RELEASE_ALIAS),
-              dataKey: `avg_if(span.duration,release,${secondaryRelease})`,
+              dataKey: `avg_if(span.duration,release,equals,${secondaryRelease})`,
             },
             {
               unit: 'percent_change',
@@ -173,12 +173,12 @@ export function ScreenSummaryContentPage() {
             {
               unit: 'count',
               title: t('Count (%s)', PRIMARY_RELEASE_ALIAS),
-              dataKey: `count_if(release,${primaryRelease})`,
+              dataKey: `count_if(release,equals,${primaryRelease})`,
             },
             {
               unit: 'count',
               title: t('Count (%s)', SECONDARY_RELEASE_ALIAS),
-              dataKey: `count_if(release,${secondaryRelease})`,
+              dataKey: `count_if(release,equals,${secondaryRelease})`,
             },
           ]}
           referrer="api.starfish.mobile-startup-totals"
diff --git a/static/app/views/insights/mobile/screenload/components/tables/screenLoadSpansTable.spec.tsx b/static/app/views/insights/mobile/screenload/components/tables/screenLoadSpansTable.spec.tsx
index c66e92e36ac587..2b43b606368514 100644
--- a/static/app/views/insights/mobile/screenload/components/tables/screenLoadSpansTable.spec.tsx
+++ b/static/app/views/insights/mobile/screenload/components/tables/screenLoadSpansTable.spec.tsx
@@ -81,8 +81,8 @@ describe('ScreenLoadSpansTable', function () {
             'span.op',
             'span.group',
             'span.description',
-            'avg_if(span.self_time,release,io.sentry.samples.android@7.0.0+2)',
-            'avg_if(span.self_time,release,io.sentry.samples.android@6.27.0+2)',
+            'avg_if(span.self_time,release,equals,io.sentry.samples.android@7.0.0+2)',
+            'avg_if(span.self_time,release,equals,io.sentry.samples.android@6.27.0+2)',
             'ttid_contribution_rate()',
             'ttfd_contribution_rate()',
             'count()',
diff --git a/static/app/views/insights/mobile/screenload/components/tables/screenLoadSpansTable.tsx b/static/app/views/insights/mobile/screenload/components/tables/screenLoadSpansTable.tsx
index 0d0bb689834f04..019f41f2f99214 100644
--- a/static/app/views/insights/mobile/screenload/components/tables/screenLoadSpansTable.tsx
+++ b/static/app/views/insights/mobile/screenload/components/tables/screenLoadSpansTable.tsx
@@ -108,8 +108,8 @@ export function ScreenLoadSpansTable({
         SPAN_OP,
         SPAN_GROUP,
         SPAN_DESCRIPTION,
-        `avg_if(${SPAN_SELF_TIME},release,${primaryRelease})`,
-        `avg_if(${SPAN_SELF_TIME},release,${secondaryRelease})`,
+        `avg_if(${SPAN_SELF_TIME},release,equals,${primaryRelease})`,
+        `avg_if(${SPAN_SELF_TIME},release,equals,${secondaryRelease})`,
         'ttid_contribution_rate()',
         'ttfd_contribution_rate()',
         'count()',
@@ -125,11 +125,11 @@ export function ScreenLoadSpansTable({
     'count()': t('Total Count'),
     affects: hasTTFD ? t('Affects') : t('Affects TTID'),
     [`sum(${SPAN_SELF_TIME})`]: t('Total Time Spent'),
-    [`avg_if(${SPAN_SELF_TIME},release,${primaryRelease})`]: t(
+    [`avg_if(${SPAN_SELF_TIME},release,equals,${primaryRelease})`]: t(
       'Avg Duration (%s)',
       PRIMARY_RELEASE_ALIAS
     ),
-    [`avg_if(${SPAN_SELF_TIME},release,${secondaryRelease})`]: t(
+    [`avg_if(${SPAN_SELF_TIME},release,equals,${secondaryRelease})`]: t(
       'Avg Duration (%s)',
       SECONDARY_RELEASE_ALIAS
     ),
@@ -351,8 +351,8 @@ export function ScreenLoadSpansTable({
         columnOrder={[
           String(SPAN_OP),
           String(SPAN_DESCRIPTION),
-          `avg_if(${SPAN_SELF_TIME},release,${primaryRelease})`,
-          `avg_if(${SPAN_SELF_TIME},release,${secondaryRelease})`,
+          `avg_if(${SPAN_SELF_TIME},release,equals,${primaryRelease})`,
+          `avg_if(${SPAN_SELF_TIME},release,equals,${secondaryRelease})`,
           ...(organization.features.includes('insights-initial-modules')
             ? ['affects']
             : []),
diff --git a/static/app/views/insights/mobile/screenload/views/screenLoadSpansPage.tsx b/static/app/views/insights/mobile/screenload/views/screenLoadSpansPage.tsx
index 84c2b0a4290306..a881040adac277 100644
--- a/static/app/views/insights/mobile/screenload/views/screenLoadSpansPage.tsx
+++ b/static/app/views/insights/mobile/screenload/views/screenLoadSpansPage.tsx
@@ -78,42 +78,42 @@ export function ScreenLoadSpansContent() {
             `transaction:${transactionName}`,
           ]}
           fields={[
-            `avg_if(measurements.time_to_initial_display,release,${primaryRelease})`,
-            `avg_if(measurements.time_to_initial_display,release,${secondaryRelease})`,
-            `avg_if(measurements.time_to_full_display,release,${primaryRelease})`,
-            `avg_if(measurements.time_to_full_display,release,${secondaryRelease})`,
-            `count_if(measurements.time_to_initial_display,release,${primaryRelease})`,
-            `count_if(measurements.time_to_initial_display,release,${secondaryRelease})`,
+            `avg_if(measurements.time_to_initial_display,release,equals,${primaryRelease})`,
+            `avg_if(measurements.time_to_initial_display,release,equals,${secondaryRelease})`,
+            `avg_if(measurements.time_to_full_display,release,equals,${primaryRelease})`,
+            `avg_if(measurements.time_to_full_display,release,equals,${secondaryRelease})`,
+            `count_if(measurements.time_to_initial_display,release,equals,${primaryRelease})`,
+            `count_if(measurements.time_to_initial_display,release,equals,${secondaryRelease})`,
           ]}
           blocks={[
             {
               unit: DurationUnit.MILLISECOND,
-              dataKey: `avg_if(measurements.time_to_initial_display,release,${primaryRelease})`,
+              dataKey: `avg_if(measurements.time_to_initial_display,release,equals,${primaryRelease})`,
               title: t('Avg TTID (%s)', PRIMARY_RELEASE_ALIAS),
             },
             {
               unit: DurationUnit.MILLISECOND,
-              dataKey: `avg_if(measurements.time_to_initial_display,release,${secondaryRelease})`,
+              dataKey: `avg_if(measurements.time_to_initial_display,release,equals,${secondaryRelease})`,
               title: t('Avg TTID (%s)', SECONDARY_RELEASE_ALIAS),
             },
             {
               unit: DurationUnit.MILLISECOND,
-              dataKey: `avg_if(measurements.time_to_full_display,release,${primaryRelease})`,
+              dataKey: `avg_if(measurements.time_to_full_display,release,equals,${primaryRelease})`,
               title: t('Avg TTFD (%s)', PRIMARY_RELEASE_ALIAS),
             },
             {
               unit: DurationUnit.MILLISECOND,
-              dataKey: `avg_if(measurements.time_to_full_display,release,${secondaryRelease})`,
+              dataKey: `avg_if(measurements.time_to_full_display,release,equals,${secondaryRelease})`,
               title: t('Avg TTFD (%s)', SECONDARY_RELEASE_ALIAS),
             },
             {
               unit: 'count',
-              dataKey: `count_if(measurements.time_to_initial_display,release,${primaryRelease})`,
+              dataKey: `count_if(measurements.time_to_initial_display,release,equals,${primaryRelease})`,
               title: t('Total Count (%s)', PRIMARY_RELEASE_ALIAS),
             },
             {
               unit: 'count',
-              dataKey: `count_if(measurements.time_to_initial_display,release,${secondaryRelease})`,
+              dataKey: `count_if(measurements.time_to_initial_display,release,equals,${secondaryRelease})`,
               title: t('Total Count (%s)', SECONDARY_RELEASE_ALIAS),
             },
           ]}
diff --git a/static/app/views/insights/mobile/ui/components/tables/spanOperationTable.spec.tsx b/static/app/views/insights/mobile/ui/components/tables/spanOperationTable.spec.tsx
index fc600886a4b791..c3cfe742a3344a 100644
--- a/static/app/views/insights/mobile/ui/components/tables/spanOperationTable.spec.tsx
+++ b/static/app/views/insights/mobile/ui/components/tables/spanOperationTable.spec.tsx
@@ -50,12 +50,12 @@ describe('SpanOperationTable', () => {
             'span.op',
             'span.group',
             'span.description',
-            'division_if(mobile.slow_frames,mobile.total_frames,release,foo)',
-            'division_if(mobile.slow_frames,mobile.total_frames,release,bar)',
-            'division_if(mobile.frozen_frames,mobile.total_frames,release,foo)',
-            'division_if(mobile.frozen_frames,mobile.total_frames,release,bar)',
-            'avg_if(mobile.frames_delay,release,foo)',
-            'avg_if(mobile.frames_delay,release,bar)',
+            'division_if(mobile.slow_frames,mobile.total_frames,release,equals,foo)',
+            'division_if(mobile.slow_frames,mobile.total_frames,release,equals,bar)',
+            'division_if(mobile.frozen_frames,mobile.total_frames,release,equals,foo)',
+            'division_if(mobile.frozen_frames,mobile.total_frames,release,equals,bar)',
+            'avg_if(mobile.frames_delay,release,equals,foo)',
+            'avg_if(mobile.frames_delay,release,equals,bar)',
             'avg_compare(mobile.frames_delay,release,foo,bar)',
           ],
         }),
diff --git a/static/app/views/insights/mobile/ui/components/tables/spanOperationTable.tsx b/static/app/views/insights/mobile/ui/components/tables/spanOperationTable.tsx
index 6b3be48b11b838..d4b32d22751fa3 100644
--- a/static/app/views/insights/mobile/ui/components/tables/spanOperationTable.tsx
+++ b/static/app/views/insights/mobile/ui/components/tables/spanOperationTable.tsx
@@ -75,12 +75,12 @@ export function SpanOperationTable({
       SPAN_OP,
       SPAN_GROUP,
       SPAN_DESCRIPTION,
-      `division_if(mobile.slow_frames,mobile.total_frames,release,${primaryRelease})`,
-      `division_if(mobile.slow_frames,mobile.total_frames,release,${secondaryRelease})`,
-      `division_if(mobile.frozen_frames,mobile.total_frames,release,${primaryRelease})`,
-      `division_if(mobile.frozen_frames,mobile.total_frames,release,${secondaryRelease})`,
-      `avg_if(mobile.frames_delay,release,${primaryRelease})`,
-      `avg_if(mobile.frames_delay,release,${secondaryRelease})`,
+      `division_if(mobile.slow_frames,mobile.total_frames,release,equals,${primaryRelease})`,
+      `division_if(mobile.slow_frames,mobile.total_frames,release,equals,${secondaryRelease})`,
+      `division_if(mobile.frozen_frames,mobile.total_frames,release,equals,${primaryRelease})`,
+      `division_if(mobile.frozen_frames,mobile.total_frames,release,equals,${secondaryRelease})`,
+      `avg_if(mobile.frames_delay,release,equals,${primaryRelease})`,
+      `avg_if(mobile.frames_delay,release,equals,${secondaryRelease})`,
       `avg_compare(mobile.frames_delay,release,${primaryRelease},${secondaryRelease})`,
     ],
     query: queryStringPrimary,
@@ -103,12 +103,12 @@ export function SpanOperationTable({
         SPAN_OP,
         SPAN_GROUP,
         SPAN_DESCRIPTION,
-        `division_if(mobile.slow_frames,mobile.total_frames,release,${primaryRelease})`,
-        `division_if(mobile.slow_frames,mobile.total_frames,release,${secondaryRelease})`,
-        `division_if(mobile.frozen_frames,mobile.total_frames,release,${primaryRelease})`,
-        `division_if(mobile.frozen_frames,mobile.total_frames,release,${secondaryRelease})`,
-        `avg_if(mobile.frames_delay,release,${primaryRelease})`,
-        `avg_if(mobile.frames_delay,release,${secondaryRelease})`,
+        `division_if(mobile.slow_frames,mobile.total_frames,release,equals,${primaryRelease})`,
+        `division_if(mobile.slow_frames,mobile.total_frames,release,equals,${secondaryRelease})`,
+        `division_if(mobile.frozen_frames,mobile.total_frames,release,equals,${primaryRelease})`,
+        `division_if(mobile.frozen_frames,mobile.total_frames,release,equals,${secondaryRelease})`,
+        `avg_if(mobile.frames_delay,release,equals,${primaryRelease})`,
+        `avg_if(mobile.frames_delay,release,equals,${secondaryRelease})`,
         `avg_compare(mobile.frames_delay,release,${primaryRelease},${secondaryRelease})`,
       ],
     },
@@ -118,21 +118,19 @@ export function SpanOperationTable({
   const columnNameMap = {
     [SPAN_OP]: t('Operation'),
     [SPAN_DESCRIPTION]: t('Span Description'),
-    [`division_if(mobile.slow_frames,mobile.total_frames,release,${primaryRelease})`]: t(
-      'Slow (%s)',
-      PRIMARY_RELEASE_ALIAS
-    ),
-    [`division_if(mobile.slow_frames,mobile.total_frames,release,${secondaryRelease})`]:
+    [`division_if(mobile.slow_frames,mobile.total_frames,release,equals,${primaryRelease})`]:
+      t('Slow (%s)', PRIMARY_RELEASE_ALIAS),
+    [`division_if(mobile.slow_frames,mobile.total_frames,release,equals,${secondaryRelease})`]:
       t('Slow (%s)', SECONDARY_RELEASE_ALIAS),
-    [`division_if(mobile.frozen_frames,mobile.total_frames,release,${primaryRelease})`]:
+    [`division_if(mobile.frozen_frames,mobile.total_frames,release,equals,${primaryRelease})`]:
       t('Frozen (%s)', PRIMARY_RELEASE_ALIAS),
-    [`division_if(mobile.frozen_frames,mobile.total_frames,release,${secondaryRelease})`]:
+    [`division_if(mobile.frozen_frames,mobile.total_frames,release,equals,${secondaryRelease})`]:
       t('Frozen (%s)', SECONDARY_RELEASE_ALIAS),
-    [`avg_if(mobile.frames_delay,release,${primaryRelease})`]: t(
+    [`avg_if(mobile.frames_delay,release,equals,${primaryRelease})`]: t(
       'Delay (%s)',
       PRIMARY_RELEASE_ALIAS
     ),
-    [`avg_if(mobile.frames_delay,release,${secondaryRelease})`]: t(
+    [`avg_if(mobile.frames_delay,release,equals,${secondaryRelease})`]: t(
       'Delay (%s)',
       SECONDARY_RELEASE_ALIAS
     ),
@@ -141,21 +139,19 @@ export function SpanOperationTable({
   };
 
   const columnTooltipMap = {
-    [`division_if(mobile.slow_frames,mobile.total_frames,release,${primaryRelease})`]: t(
-      'The number of slow frames divided by total frames (%s)',
-      PRIMARY_RELEASE_ALIAS
-    ),
-    [`division_if(mobile.slow_frames,mobile.total_frames,release,${secondaryRelease})`]:
+    [`division_if(mobile.slow_frames,mobile.total_frames,release,equals,${primaryRelease})`]:
+      t('The number of slow frames divided by total frames (%s)', PRIMARY_RELEASE_ALIAS),
+    [`division_if(mobile.slow_frames,mobile.total_frames,release,equals,${secondaryRelease})`]:
       t(
         'The number of slow frames divided by total frames (%s)',
         SECONDARY_RELEASE_ALIAS
       ),
-    [`division_if(mobile.frozen_frames,mobile.total_frames,release,${primaryRelease})`]:
+    [`division_if(mobile.frozen_frames,mobile.total_frames,release,equals,${primaryRelease})`]:
       t(
         'The number of frozen frames divided by total frames (%s)',
         PRIMARY_RELEASE_ALIAS
       ),
-    [`division_if(mobile.frozen_frames,mobile.total_frames,release,${secondaryRelease})`]:
+    [`division_if(mobile.frozen_frames,mobile.total_frames,release,equals,${secondaryRelease})`]:
       t(
         'The number of frozen frames divided by total frames (%s)',
         SECONDARY_RELEASE_ALIAS
@@ -211,12 +207,12 @@ export function SpanOperationTable({
       columnOrder={[
         String(SPAN_OP),
         String(SPAN_DESCRIPTION),
-        `division_if(mobile.slow_frames,mobile.total_frames,release,${primaryRelease})`,
-        `division_if(mobile.slow_frames,mobile.total_frames,release,${secondaryRelease})`,
-        `division_if(mobile.frozen_frames,mobile.total_frames,release,${primaryRelease})`,
-        `division_if(mobile.frozen_frames,mobile.total_frames,release,${secondaryRelease})`,
-        `avg_if(mobile.frames_delay,release,${primaryRelease})`,
-        `avg_if(mobile.frames_delay,release,${secondaryRelease})`,
+        `division_if(mobile.slow_frames,mobile.total_frames,release,equals,${primaryRelease})`,
+        `division_if(mobile.slow_frames,mobile.total_frames,release,equals,${secondaryRelease})`,
+        `division_if(mobile.frozen_frames,mobile.total_frames,release,equals,${primaryRelease})`,
+        `division_if(mobile.frozen_frames,mobile.total_frames,release,equals,${secondaryRelease})`,
+        `avg_if(mobile.frames_delay,release,equals,${primaryRelease})`,
+        `avg_if(mobile.frames_delay,release,equals,${secondaryRelease})`,
         `avg_compare(mobile.frames_delay,release,${primaryRelease},${secondaryRelease})`,
       ]}
       defaultSort={[
diff --git a/static/app/views/insights/pages/frontend/frontendOverviewPage.tsx b/static/app/views/insights/pages/frontend/frontendOverviewPage.tsx
index 428e560561f7eb..b3dbb986361603 100644
--- a/static/app/views/insights/pages/frontend/frontendOverviewPage.tsx
+++ b/static/app/views/insights/pages/frontend/frontendOverviewPage.tsx
@@ -223,14 +223,14 @@ function EAPOverviewPage() {
         'transaction',
         'project',
         'tpm()',
-        'p50_if(span.duration,is_transaction,true)',
-        'p95_if(span.duration,is_transaction,true)',
-        'failure_rate_if(is_transaction,true)',
+        'p50_if(span.duration,is_transaction,equals,true)',
+        'p95_if(span.duration,is_transaction,equals,true)',
+        'failure_rate_if(is_transaction,equals,true)',
         ...(displayPerfScore
           ? (['performance_score(measurements.score.total)'] as const)
           : []),
         'count_unique(user)',
-        'sum_if(span.duration,is_transaction,true)',
+        'sum_if(span.duration,is_transaction,equals,true)',
       ],
     },
     'api.performance.landing-table'
diff --git a/static/app/views/insights/pages/frontend/frontendOverviewTable.tsx b/static/app/views/insights/pages/frontend/frontendOverviewTable.tsx
index d90dfa5b47bb18..fc09c652dd250c 100644
--- a/static/app/views/insights/pages/frontend/frontendOverviewTable.tsx
+++ b/static/app/views/insights/pages/frontend/frontendOverviewTable.tsx
@@ -31,11 +31,11 @@ type Row = Pick<
   | 'transaction'
   | 'project'
   | 'tpm()'
-  | 'p50_if(span.duration,is_transaction,true)'
-  | 'p95_if(span.duration,is_transaction,true)'
-  | 'failure_rate_if(is_transaction,true)'
+  | 'p50_if(span.duration,is_transaction,equals,true)'
+  | 'p95_if(span.duration,is_transaction,equals,true)'
+  | 'failure_rate_if(is_transaction,equals,true)'
   | 'count_unique(user)'
-  | 'sum_if(span.duration,is_transaction,true)'
+  | 'sum_if(span.duration,is_transaction,equals,true)'
   | 'performance_score(measurements.score.total)'
 >;
 
@@ -44,11 +44,11 @@ type Column = GridColumnHeader<
   | 'transaction'
   | 'project'
   | 'tpm()'
-  | 'p50_if(span.duration,is_transaction,true)'
-  | 'p95_if(span.duration,is_transaction,true)'
-  | 'failure_rate_if(is_transaction,true)'
+  | 'p50_if(span.duration,is_transaction,equals,true)'
+  | 'p95_if(span.duration,is_transaction,equals,true)'
+  | 'failure_rate_if(is_transaction,equals,true)'
   | 'count_unique(user)'
-  | 'sum_if(span.duration,is_transaction,true)'
+  | 'sum_if(span.duration,is_transaction,equals,true)'
   | 'performance_score(measurements.score.total)'
 >;
 
@@ -69,17 +69,17 @@ const COLUMN_ORDER: Column[] = [
     width: COL_WIDTH_UNDEFINED,
   },
   {
-    key: `p50_if(span.duration,is_transaction,true)`,
+    key: `p50_if(span.duration,is_transaction,equals,true)`,
     name: t('p50()'),
     width: COL_WIDTH_UNDEFINED,
   },
   {
-    key: `p95_if(span.duration,is_transaction,true)`,
+    key: `p95_if(span.duration,is_transaction,equals,true)`,
     name: t('p95()'),
     width: COL_WIDTH_UNDEFINED,
   },
   {
-    key: 'failure_rate_if(is_transaction,true)',
+    key: 'failure_rate_if(is_transaction,equals,true)',
     name: t('Failure Rate'),
     width: COL_WIDTH_UNDEFINED,
   },
@@ -89,7 +89,7 @@ const COLUMN_ORDER: Column[] = [
     width: COL_WIDTH_UNDEFINED,
   },
   {
-    key: 'sum_if(span.duration,is_transaction,true)',
+    key: 'sum_if(span.duration,is_transaction,equals,true)',
     name: DataTitles.timeSpent,
     width: COL_WIDTH_UNDEFINED,
     tooltip: SPAN_HEADER_TOOLTIPS.timeSpent,
@@ -107,11 +107,11 @@ const SORTABLE_FIELDS = [
   'transaction',
   'project',
   'tpm()',
-  'p50_if(span.duration,is_transaction,true)',
-  'p95_if(span.duration,is_transaction,true)',
-  'failure_rate_if(is_transaction,true)',
+  'p50_if(span.duration,is_transaction,equals,true)',
+  'p95_if(span.duration,is_transaction,equals,true)',
+  'failure_rate_if(is_transaction,equals,true)',
   'count_unique(user)',
-  'sum_if(span.duration,is_transaction,true)',
+  'sum_if(span.duration,is_transaction,equals,true)',
   'performance_score(measurements.score.total)',
 ] as const;
 
diff --git a/static/app/views/insights/pages/frontend/settings.ts b/static/app/views/insights/pages/frontend/settings.ts
index cd73ba0cf3b61d..47c225fb0f67f2 100644
--- a/static/app/views/insights/pages/frontend/settings.ts
+++ b/static/app/views/insights/pages/frontend/settings.ts
@@ -42,7 +42,7 @@ export const FRONTEND_PLATFORMS: PlatformKey[] = frontend.filter(
 );
 
 export const DEFAULT_SORT: ValidSort = {
-  field: 'sum_if(span.duration,is_transaction,true)' satisfies SpanProperty,
+  field: 'sum_if(span.duration,is_transaction,equals,true)' satisfies SpanProperty,
   kind: 'desc',
 };
 
diff --git a/static/app/views/insights/pages/platform/laravel/jobsTable.tsx b/static/app/views/insights/pages/platform/laravel/jobsTable.tsx
index 7be2ce58c22d93..42ecdfcc5f2013 100644
--- a/static/app/views/insights/pages/platform/laravel/jobsTable.tsx
+++ b/static/app/views/insights/pages/platform/laravel/jobsTable.tsx
@@ -35,7 +35,7 @@ const defaultColumnOrder: Array<GridColumnOrder<string>> = [
     width: 164,
   },
   {
-    key: 'avg_if(span.duration,span.op,queue.process)',
+    key: 'avg_if(span.duration,span.op,equals,queue.process)',
     name: t('Avg Processing Time'),
     width: 184,
   },
@@ -47,7 +47,7 @@ const rightAlignColumns = new Set([
   'failure_rate()',
   'sum(span.duration)',
   'avg(messaging.message.receive.latency)',
-  'avg_if(span.duration,span.op,queue.process)',
+  'avg_if(span.duration,span.op,equals,queue.process)',
 ]);
 
 export function JobsTable() {
@@ -60,7 +60,7 @@ export function JobsTable() {
       'messaging.destination.name',
       'transaction',
       'avg(messaging.message.receive.latency)',
-      'avg_if(span.duration,span.op,queue.process)',
+      'avg_if(span.duration,span.op,equals,queue.process)',
       'failure_rate()',
       'sum(span.duration)',
     ],
@@ -104,7 +104,7 @@ export function JobsTable() {
             />
           );
         case 'avg(messaging.message.receive.latency)':
-        case 'avg_if(span.duration,span.op,queue.process)':
+        case 'avg_if(span.duration,span.op,equals,queue.process)':
           return <DurationCell milliseconds={dataRow[column.key]} />;
         case 'count()':
           return <NumberCell value={dataRow['count()']} />;
diff --git a/static/app/views/insights/pages/platform/nextjs/clientTable.tsx b/static/app/views/insights/pages/platform/nextjs/clientTable.tsx
index 6dddbbd2adf328..012207406267e1 100644
--- a/static/app/views/insights/pages/platform/nextjs/clientTable.tsx
+++ b/static/app/views/insights/pages/platform/nextjs/clientTable.tsx
@@ -82,8 +82,8 @@ export function ClientTable() {
       'avg(span.duration)',
       'p95(span.duration)',
       'performance_score(measurements.score.total)',
-      'count_if(span.op,navigation)',
-      'count_if(span.op,pageload)',
+      'count_if(span.op,equals,navigation)',
+      'count_if(span.op,equals,pageload)',
     ],
     cursorParamName: 'tableCursor',
     referrer: Referrer.CLIENT_TABLE,
@@ -107,7 +107,7 @@ export function ClientTable() {
   const renderBodyCell = useCallback(
     (column: GridColumnHeader<string>, dataRow: TableData) => {
       if (column.key === 'performance_score(measurements.score.total)') {
-        if (!dataRow['count_if(span.op,pageload)']) {
+        if (!dataRow['count_if(span.op,equals,pageload)']) {
           return <AlignCenter>{' — '}</AlignCenter>;
         }
         return (
diff --git a/static/app/views/insights/queues/components/messageSpanSamplesPanel.spec.tsx b/static/app/views/insights/queues/components/messageSpanSamplesPanel.spec.tsx
index 2e3c021f47ae9d..6326dc909f507a 100644
--- a/static/app/views/insights/queues/components/messageSpanSamplesPanel.spec.tsx
+++ b/static/app/views/insights/queues/components/messageSpanSamplesPanel.spec.tsx
@@ -70,8 +70,8 @@ describe('messageSpanSamplesPanel', () => {
             'trace_status_rate(ok)': 0.8,
             'count_op(queue.publish)': 222,
             'count_op(queue.process)': 333,
-            'avg_if(span.duration,span.op,queue.publish)': 3.0,
-            'avg_if(span.duration,span.op,queue.process)': 4.0,
+            'avg_if(span.duration,span.op,equals,queue.publish)': 3.0,
+            'avg_if(span.duration,span.op,equals,queue.process)': 4.0,
             'count()': 555,
             'avg(messaging.message.receive.latency)': 2.0,
             'avg(span.duration)': 3.5,
@@ -83,8 +83,8 @@ describe('messageSpanSamplesPanel', () => {
             'trace_status_rate(ok)': 'percentage',
             'count_op(queue.publish)': 'integer',
             'count_op(queue.process)': 'integer',
-            'avg_if(span.duration,span.op,queue.publish)': 'duration',
-            'avg_if(span.duration,span.op,queue.process)': 'duration',
+            'avg_if(span.duration,span.op,equals,queue.publish)': 'duration',
+            'avg_if(span.duration,span.op,equals,queue.process)': 'duration',
             'count()': 'integer',
             'avg(messaging.message.receive.latency)': 'number',
             'avg(span.duration)': 'duration',
@@ -94,8 +94,8 @@ describe('messageSpanSamplesPanel', () => {
             'trace_status_rate(ok)': null,
             'count_op(queue.publish)': null,
             'count_op(queue.process)': null,
-            'avg_if(span.duration,span.op,queue.publish)': 'millisecond',
-            'avg_if(span.duration,span.op,queue.process)': 'millisecond',
+            'avg_if(span.duration,span.op,equals,queue.publish)': 'millisecond',
+            'avg_if(span.duration,span.op,equals,queue.process)': 'millisecond',
             'count()': null,
             'avg(messaging.message.receive.latency)': null,
             'avg(span.duration)': 'millisecond',
@@ -184,8 +184,8 @@ describe('messageSpanSamplesPanel', () => {
             'count_op(queue.process)',
             'sum(span.duration)',
             'avg(span.duration)',
-            'avg_if(span.duration,span.op,queue.publish)',
-            'avg_if(span.duration,span.op,queue.process)',
+            'avg_if(span.duration,span.op,equals,queue.publish)',
+            'avg_if(span.duration,span.op,equals,queue.process)',
             'avg(messaging.message.receive.latency)',
             'trace_status_rate(ok)',
           ],
@@ -296,8 +296,8 @@ describe('messageSpanSamplesPanel', () => {
             'count_op(queue.process)',
             'sum(span.duration)',
             'avg(span.duration)',
-            'avg_if(span.duration,span.op,queue.publish)',
-            'avg_if(span.duration,span.op,queue.process)',
+            'avg_if(span.duration,span.op,equals,queue.publish)',
+            'avg_if(span.duration,span.op,equals,queue.process)',
             'avg(messaging.message.receive.latency)',
             'trace_status_rate(ok)',
           ],
diff --git a/static/app/views/insights/queues/components/messageSpanSamplesPanel.tsx b/static/app/views/insights/queues/components/messageSpanSamplesPanel.tsx
index 37e3be15755eee..2ba848b66a4cfd 100644
--- a/static/app/views/insights/queues/components/messageSpanSamplesPanel.tsx
+++ b/static/app/views/insights/queues/components/messageSpanSamplesPanel.tsx
@@ -427,7 +427,7 @@ function ConsumerMetricsRibbon({
       />
       <MetricReadout
         title={t('Avg Processing Time')}
-        value={metrics[0]?.['avg_if(span.duration,span.op,queue.process)']}
+        value={metrics[0]?.['avg_if(span.duration,span.op,equals,queue.process)']}
         unit={DurationUnit.MILLISECOND}
         isLoading={false}
       />
diff --git a/static/app/views/insights/queues/components/tables/queuesTable.spec.tsx b/static/app/views/insights/queues/components/tables/queuesTable.spec.tsx
index da4053c1251a90..a93fa3d9072a9c 100644
--- a/static/app/views/insights/queues/components/tables/queuesTable.spec.tsx
+++ b/static/app/views/insights/queues/components/tables/queuesTable.spec.tsx
@@ -28,8 +28,8 @@ describe('queuesTable', () => {
             'count_op(queue.process)': 2,
             'sum(span.duration)': 6,
             'avg(span.duration)': 3,
-            'avg_if(span.duration,span.op,queue.publish)': 0,
-            'avg_if(span.duration,span.op,queue.process)': 3,
+            'avg_if(span.duration,span.op,equals,queue.publish)': 0,
+            'avg_if(span.duration,span.op,equals,queue.process)': 3,
             'avg(messaging.message.receive.latency)': 20,
             'trace_status_rate(ok)': 0.8,
           },
@@ -41,8 +41,8 @@ describe('queuesTable', () => {
             'count_op(queue.process)': 'integer',
             'sum(span.duration)': 'duration',
             'avg(span.duration)': 'duration',
-            'avg_if(span.duration,span.op,queue.publish)': 'duration',
-            'avg_if(span.duration,span.op,queue.process)': 'duration',
+            'avg_if(span.duration,span.op,equals,queue.publish)': 'duration',
+            'avg_if(span.duration,span.op,equals,queue.process)': 'duration',
             'avg(messaging.message.receive.latency)': 'duration',
             'trace_status_rate(ok)': 'percentage',
           },
@@ -77,8 +77,8 @@ describe('queuesTable', () => {
             'count_op(queue.process)',
             'sum(span.duration)',
             'avg(span.duration)',
-            'avg_if(span.duration,span.op,queue.publish)',
-            'avg_if(span.duration,span.op,queue.process)',
+            'avg_if(span.duration,span.op,equals,queue.publish)',
+            'avg_if(span.duration,span.op,equals,queue.process)',
             'avg(messaging.message.receive.latency)',
             'trace_status_rate(ok)',
           ],
@@ -113,8 +113,8 @@ describe('queuesTable', () => {
             'count_op(queue.process)',
             'sum(span.duration)',
             'avg(span.duration)',
-            'avg_if(span.duration,span.op,queue.publish)',
-            'avg_if(span.duration,span.op,queue.process)',
+            'avg_if(span.duration,span.op,equals,queue.publish)',
+            'avg_if(span.duration,span.op,equals,queue.process)',
             'avg(messaging.message.receive.latency)',
             'trace_status_rate(ok)',
           ],
diff --git a/static/app/views/insights/queues/components/tables/queuesTable.tsx b/static/app/views/insights/queues/components/tables/queuesTable.tsx
index 6572aeaf4247ef..8e59e01ea79161 100644
--- a/static/app/views/insights/queues/components/tables/queuesTable.tsx
+++ b/static/app/views/insights/queues/components/tables/queuesTable.tsx
@@ -34,7 +34,7 @@ type Row = Pick<
   | 'sum(span.duration)'
   | 'messaging.destination.name'
   | 'avg(messaging.message.receive.latency)'
-  | `avg_if(${string},${string},${string})`
+  | `avg_if(${string},${string},${string},${string})`
   | `count_op(${string})`
 >;
 
@@ -52,7 +52,7 @@ const COLUMN_ORDER: Column[] = [
     width: COL_WIDTH_UNDEFINED,
   },
   {
-    key: 'avg_if(span.duration,span.op,queue.process)',
+    key: 'avg_if(span.duration,span.op,equals,queue.process)',
     name: t('Avg Processing Time'),
     width: COL_WIDTH_UNDEFINED,
   },
@@ -82,7 +82,7 @@ const SORTABLE_FIELDS = [
   SpanFields.MESSAGING_MESSAGE_DESTINATION_NAME,
   'count_op(queue.publish)',
   'count_op(queue.process)',
-  'avg_if(span.duration,span.op,queue.process)',
+  'avg_if(span.duration,span.op,equals,queue.process)',
   'avg(messaging.message.receive.latency)',
   `sum(span.duration)`,
   'trace_status_rate(ok)',
diff --git a/static/app/views/insights/queues/components/tables/transactionsTable.spec.tsx b/static/app/views/insights/queues/components/tables/transactionsTable.spec.tsx
index cb0492c31c1957..f1dea3304c6c8a 100644
--- a/static/app/views/insights/queues/components/tables/transactionsTable.spec.tsx
+++ b/static/app/views/insights/queues/components/tables/transactionsTable.spec.tsx
@@ -42,8 +42,8 @@ describe('transactionsTable', () => {
             'count_op(queue.process)': 2,
             'sum(span.duration)': 6,
             'avg(span.duration)': 3,
-            'avg_if(span.duration,span.op,queue.publish)': 0,
-            'avg_if(span.duration,span.op,queue.process)': 3,
+            'avg_if(span.duration,span.op,equals,queue.publish)': 0,
+            'avg_if(span.duration,span.op,equals,queue.process)': 3,
             'avg(messaging.message.receive.latency)': 20,
             'trace_status_rate(ok)': 0.8,
           },
@@ -55,8 +55,8 @@ describe('transactionsTable', () => {
             'count_op(queue.process)': 'integer',
             'sum(span.duration)': 'duration',
             'avg(span.duration)': 'duration',
-            'avg_if(span.duration,span.op,queue.publish)': 'duration',
-            'avg_if(span.duration,span.op,queue.process)': 'duration',
+            'avg_if(span.duration,span.op,equals,queue.publish)': 'duration',
+            'avg_if(span.duration,span.op,equals,queue.process)': 'duration',
             'avg(messaging.message.receive.latency)': 'duration',
             'trace_status_rate(ok)': 'percentage',
           },
@@ -93,8 +93,8 @@ describe('transactionsTable', () => {
             'count_op(queue.process)',
             'sum(span.duration)',
             'avg(span.duration)',
-            'avg_if(span.duration,span.op,queue.publish)',
-            'avg_if(span.duration,span.op,queue.process)',
+            'avg_if(span.duration,span.op,equals,queue.publish)',
+            'avg_if(span.duration,span.op,equals,queue.process)',
             'avg(messaging.message.receive.latency)',
             'trace_status_rate(ok)',
           ],
@@ -119,7 +119,7 @@ describe('transactionsTable', () => {
         statsPeriod: '10d',
         project: '1',
         [QueryParameterNames.DESTINATIONS_SORT]:
-          '-avg_if(span.duration,span.op,queue.process)',
+          '-avg_if(span.duration,span.op,equals,queue.process)',
       },
       hash: '',
       state: undefined,
@@ -141,13 +141,13 @@ describe('transactionsTable', () => {
             'count_op(queue.process)',
             'sum(span.duration)',
             'avg(span.duration)',
-            'avg_if(span.duration,span.op,queue.publish)',
-            'avg_if(span.duration,span.op,queue.process)',
+            'avg_if(span.duration,span.op,equals,queue.publish)',
+            'avg_if(span.duration,span.op,equals,queue.process)',
             'avg(messaging.message.receive.latency)',
             'trace_status_rate(ok)',
           ],
           dataset: 'spans',
-          sort: '-avg_if(span.duration,span.op,queue.process)',
+          sort: '-avg_if(span.duration,span.op,equals,queue.process)',
         }),
       })
     );
diff --git a/static/app/views/insights/queues/components/tables/transactionsTable.tsx b/static/app/views/insights/queues/components/tables/transactionsTable.tsx
index 654d04ba8b95a8..d4037109d7b558 100644
--- a/static/app/views/insights/queues/components/tables/transactionsTable.tsx
+++ b/static/app/views/insights/queues/components/tables/transactionsTable.tsx
@@ -32,7 +32,7 @@ type Row = Pick<
   SpanResponse,
   | 'sum(span.duration)'
   | 'transaction'
-  | `avg_if(${string},${string},${string})`
+  | `avg_if(${string},${string},${string},${string})`
   | `count_op(${string})`
 >;
 
@@ -55,7 +55,7 @@ const COLUMN_ORDER: Column[] = [
     width: COL_WIDTH_UNDEFINED,
   },
   {
-    key: 'avg_if(span.duration,span.op,queue.process)',
+    key: 'avg_if(span.duration,span.op,equals,queue.process)',
     name: t('Avg Processing Time'),
     width: COL_WIDTH_UNDEFINED,
   },
@@ -85,7 +85,7 @@ const SORTABLE_FIELDS = [
   'transaction',
   'count_op(queue.publish)',
   'count_op(queue.process)',
-  'avg_if(span.duration,span.op,queue.process)',
+  'avg_if(span.duration,span.op,equals,queue.process)',
   'avg(messaging.message.receive.latency)',
   `sum(span.duration)`,
   'trace_status_rate(ok)',
@@ -187,7 +187,7 @@ function renderBodyCell(
       [
         'count_op(queue.process)',
         'avg(messaging.message.receive.latency)',
-        'avg_if(span.duration,span.op,queue.process)',
+        'avg_if(span.duration,span.op,equals,queue.process)',
       ].includes(key))
   ) {
     return (
diff --git a/static/app/views/insights/queues/queries/useQueuesByDestinationQuery.tsx b/static/app/views/insights/queues/queries/useQueuesByDestinationQuery.tsx
index 34dd6e1a74551b..5760539ac1c2fb 100644
--- a/static/app/views/insights/queues/queries/useQueuesByDestinationQuery.tsx
+++ b/static/app/views/insights/queues/queries/useQueuesByDestinationQuery.tsx
@@ -40,8 +40,8 @@ export function useQueuesByDestinationQuery({
         'count_op(queue.process)',
         'sum(span.duration)',
         'avg(span.duration)',
-        'avg_if(span.duration,span.op,queue.publish)',
-        'avg_if(span.duration,span.op,queue.process)',
+        'avg_if(span.duration,span.op,equals,queue.publish)',
+        'avg_if(span.duration,span.op,equals,queue.process)',
         'avg(messaging.message.receive.latency)',
         'trace_status_rate(ok)',
       ],
diff --git a/static/app/views/insights/queues/queries/useQueuesByTransactionQuery.tsx b/static/app/views/insights/queues/queries/useQueuesByTransactionQuery.tsx
index f131afe0105499..9788eb9c2bd732 100644
--- a/static/app/views/insights/queues/queries/useQueuesByTransactionQuery.tsx
+++ b/static/app/views/insights/queues/queries/useQueuesByTransactionQuery.tsx
@@ -42,8 +42,8 @@ export function useQueuesByTransactionQuery({
         'count_op(queue.process)',
         'sum(span.duration)',
         'avg(span.duration)',
-        'avg_if(span.duration,span.op,queue.publish)',
-        'avg_if(span.duration,span.op,queue.process)',
+        'avg_if(span.duration,span.op,equals,queue.publish)',
+        'avg_if(span.duration,span.op,equals,queue.process)',
         'avg(messaging.message.receive.latency)',
         'trace_status_rate(ok)',
       ],
diff --git a/static/app/views/insights/queues/queries/useQueuesMetricsQuery.tsx b/static/app/views/insights/queues/queries/useQueuesMetricsQuery.tsx
index f60b84ab1e9cbb..69d9c267c4655b 100644
--- a/static/app/views/insights/queues/queries/useQueuesMetricsQuery.tsx
+++ b/static/app/views/insights/queues/queries/useQueuesMetricsQuery.tsx
@@ -33,8 +33,8 @@ export function useQueuesMetricsQuery({
         'count_op(queue.process)',
         'sum(span.duration)',
         'avg(span.duration)',
-        'avg_if(span.duration,span.op,queue.publish)',
-        'avg_if(span.duration,span.op,queue.process)',
+        'avg_if(span.duration,span.op,equals,queue.publish)',
+        'avg_if(span.duration,span.op,equals,queue.process)',
         'avg(messaging.message.receive.latency)',
         'trace_status_rate(ok)',
       ],
diff --git a/static/app/views/insights/queues/views/destinationSummaryPage.tsx b/static/app/views/insights/queues/views/destinationSummaryPage.tsx
index c793b852c9cf4b..4c140166464ad3 100644
--- a/static/app/views/insights/queues/views/destinationSummaryPage.tsx
+++ b/static/app/views/insights/queues/views/destinationSummaryPage.tsx
@@ -92,7 +92,9 @@ function DestinationSummaryPage() {
                       />
                       <MetricReadout
                         title={t('Avg Processing Time')}
-                        value={data[0]?.['avg_if(span.duration,span.op,queue.process)']}
+                        value={
+                          data[0]?.['avg_if(span.duration,span.op,equals,queue.process)']
+                        }
                         unit={DurationUnit.MILLISECOND}
                         isLoading={isPending}
                       />
diff --git a/static/app/views/insights/types.tsx b/static/app/views/insights/types.tsx
index cc78aeab231c12..5b6b16b5fa4755 100644
--- a/static/app/views/insights/types.tsx
+++ b/static/app/views/insights/types.tsx
@@ -498,7 +498,7 @@ type SpanResponseRaw = {
   } & {
     [Property in SpanNumberFields as `avg_compare(${Property},${string},${string},${string})`]: number;
   } & {
-    [Property in SpanFields as `count_if(${Property},${string})`]: number;
+    [Property in SpanFields as `count_if(${Property},${'equals' | 'notEquals' | 'lessOrEquals' | 'greaterOrEquals' | 'less' | 'greater'},${string})`]: number;
   };
 
 export type SpanResponse = Flatten<SpanResponseRaw>;