Benchmarks

43 results across 23 benchmarks

Benchmark results for Gemini 3.5 Flash
BenchmarkScoreSource
APEX-Agents OriginalEffort: High27.5%mercor.com for Gemini 3.5 Flash (high) on APEX-Agents Original (opens in a new tab)Archived copy (opens in a new tab)Pass rateReported Benchmark leaderboardMercorIndependentRecord for Gemini 3.5 Flash on APEX-Agents Original
AutomationBench 1.0.6Effort: Low9.0%zapier.com for Gemini 3.5 Flash (low) on AutomationBench 1.0.6 (opens in a new tab)Archived copy (opens in a new tab)Task pass rateReported Benchmark leaderboardZapierIndependentZapier AutomationBench TeamRecord for Gemini 3.5 Flash on AutomationBench 1.0.6
AutomationBench 1.0.6Effort: Medium11.4%zapier.com for Gemini 3.5 Flash (medium) on AutomationBench 1.0.6 (opens in a new tab)Archived copy (opens in a new tab)Task pass rateReported Benchmark leaderboardZapierIndependentZapier AutomationBench TeamRecord for Gemini 3.5 Flash on AutomationBench 1.0.6
AutomationBench 1.0.6Effort: High13.4%zapier.com for Gemini 3.5 Flash (high) on AutomationBench 1.0.6 (opens in a new tab)Archived copy (opens in a new tab)Task pass rateReported Benchmark leaderboardZapierIndependentZapier AutomationBench TeamRecord for Gemini 3.5 Flash on AutomationBench 1.0.6
BrowseComp 130-question subset — Mercor web research agentEffort: HighConfiguration: Mercor web research agent, 100 steps, 3 hours43.3%mercor.com for Gemini 3.5 Flash (high) on BrowseComp 130-question subset — Mercor web research agent (opens in a new tab)Archived copy (opens in a new tab)BrowseComp AccuracyReported Benchmark leaderboardMercorIndependentRecord for Gemini 3.5 Flash on BrowseComp 130-question subset — Mercor web research agent
CharXiv Descriptive and reasoning — Mercor single-shotEffort: HighConfiguration: Mercor single-shot agent94.3%mercor.com for Gemini 3.5 Flash (high) on CharXiv Descriptive and reasoning — Mercor single-shot (opens in a new tab)Archived copy (opens in a new tab)CharXiv AccuracyReported Benchmark leaderboardMercorIndependentRecord for Gemini 3.5 Flash on CharXiv Descriptive and reasoning — Mercor single-shot
CharXiv Reasoning — No toolsConfiguration: No tools84.2%deepmind.google for Gemini 3.5 Flash on CharXiv Reasoning — No tools (opens in a new tab)CharXiv AccuracyReported Model cardGoogle DeepMindSelf-reportedRecord for Gemini 3.5 Flash on CharXiv Reasoning — No tools
CharXiv Reasoning — Search and code executionConfiguration: Search and code execution84.9%deepmind.google for Gemini 3.5 Flash on CharXiv Reasoning — Search and code execution (opens in a new tab)CharXiv AccuracyReported Model cardGoogle DeepMindSelf-reportedRecord for Gemini 3.5 Flash on CharXiv Reasoning — Search and code execution
DeepSWE 1.1Effort: High36.0%deepswe.datacurve.ai for Gemini 3.5 Flash (high) on DeepSWE 1.1 (opens in a new tab)Archived copy (opens in a new tab)DeepSWE Pass@1Reported Benchmark leaderboardDatacurveIndependentRecord for Gemini 3.5 Flash on DeepSWE 1.1
DeepSWE 1.1 — Mercor mini-swe-agent, 500 stepsEffort: HighConfiguration: Mercor mini-swe-agent, 500 steps, 2 hours36.6%mercor.com for Gemini 3.5 Flash (high) on DeepSWE 1.1 — Mercor mini-swe-agent, 500 steps (opens in a new tab)Archived copy (opens in a new tab)DeepSWE Pass@1Reported Benchmark leaderboardMercorIndependentRecord for Gemini 3.5 Flash on DeepSWE 1.1 — Mercor mini-swe-agent, 500 steps
Finance Agent Benchmark 2 — October 2026 evaluationEffort: High57.9%vals.ai for Gemini 3.5 Flash (high) on Finance Agent Benchmark 2 — October 2026 evaluation (opens in a new tab)Archived copy (opens in a new tab)Finance Agent AccuracyReported Benchmark leaderboardVals AIIndependentRecord for Gemini 3.5 Flash on Finance Agent Benchmark 2 — October 2026 evaluation
GPQA Diamond — Epoch AI harnessEffort: LowConfiguration: Epoch AI harness88.9%epoch.ai for Gemini 3.5 Flash (low) on Graduate-Level Google-Proof Q&A Diamond — Epoch AI harness (opens in a new tab)Archived copy (opens in a new tab)GPQA Diamond AccuracyReported Evaluated Benchmark leaderboardEpoch AIIndependentRecord for Gemini 3.5 Flash on Graduate-Level Google-Proof Q&A Diamond — Epoch AI harness
GPQA Diamond — Epoch AI harnessEffort: HighConfiguration: Epoch AI harness92.8%epoch.ai for Gemini 3.5 Flash (high) on Graduate-Level Google-Proof Q&A Diamond — Epoch AI harness (opens in a new tab)Archived copy (opens in a new tab)GPQA Diamond AccuracyReported Evaluated Benchmark leaderboardEpoch AIIndependentRecord for Gemini 3.5 Flash on Graduate-Level Google-Proof Q&A Diamond — Epoch AI harness
GPQA Diamond — Mercor single-shotEffort: HighConfiguration: Mercor single-shot agent85.7%mercor.com for Gemini 3.5 Flash (high) on Graduate-Level Google-Proof Q&A Diamond — Mercor single-shot (opens in a new tab)Archived copy (opens in a new tab)GPQA Diamond AccuracyReported Benchmark leaderboardMercorIndependentRecord for Gemini 3.5 Flash on Graduate-Level Google-Proof Q&A Diamond — Mercor single-shot
GPQA Diamond — Vals AI harnessEffort: HighConfiguration: Vals AI harness: mean of zero-shot and few-shot CoT92.7%vals.ai for Gemini 3.5 Flash (high) on Graduate-Level Google-Proof Q&A Diamond — Vals AI harness (opens in a new tab)Archived copy (opens in a new tab)GPQA Diamond AccuracyReported Benchmark leaderboardVals AIIndependentRecord for Gemini 3.5 Flash on Graduate-Level Google-Proof Q&A Diamond — Vals AI harness
HLAB October 2026 evaluationEffort: High2.5%vals.ai for Gemini 3.5 Flash (high) on Harvey's Legal Agent Benchmark October 2026 evaluation (opens in a new tab)Archived copy (opens in a new tab)HLAB Task Pass RateReported Benchmark leaderboardVals AIIndependentRecord for Gemini 3.5 Flash on Harvey's Legal Agent Benchmark October 2026 evaluation
Humanity's Last Exam Full set — No toolsConfiguration: No tools40.2%deepmind.google for Gemini 3.5 Flash on Humanity's Last Exam Full set — No tools (opens in a new tab)Humanity's Last Exam AccuracyReported Model cardGoogle DeepMindSelf-reportedRecord for Gemini 3.5 Flash on Humanity's Last Exam Full set — No tools
Humanity's Last Exam Text only — Mercor single-shotEffort: HighConfiguration: Mercor single-shot agent40.6%mercor.com for Gemini 3.5 Flash (high) on Humanity's Last Exam Text only — Mercor single-shot (opens in a new tab)Archived copy (opens in a new tab)Humanity's Last Exam AccuracyReported Benchmark leaderboardMercorIndependentRecord for Gemini 3.5 Flash on Humanity's Last Exam Text only — Mercor single-shot
MCP Atlas Public, April 2026 updateEffort: High83.6%labs.scale.com for Gemini 3.5 Flash (high) on MCP Atlas Public, April 2026 update (opens in a new tab)Pass rateReported Benchmark leaderboardScale AIIndependentRecord for Gemini 3.5 Flash on MCP Atlas Public, April 2026 update
MedXpertQA MM — Mercor single-shotEffort: HighConfiguration: Mercor single-shot agent83.5%mercor.com for Gemini 3.5 Flash (high) on MedXpertQA MM — Mercor single-shot (opens in a new tab)Archived copy (opens in a new tab)AccuracyReported Benchmark leaderboardMercorIndependentRecord for Gemini 3.5 Flash on MedXpertQA MM — Mercor single-shot
MMLU-Pro Original — Mercor single-shotEffort: HighConfiguration: Mercor single-shot agent90.0%mercor.com for Gemini 3.5 Flash (high) on MMLU-Pro Original — Mercor single-shot (opens in a new tab)Archived copy (opens in a new tab)AccuracyReported Benchmark leaderboardMercorIndependentRecord for Gemini 3.5 Flash on MMLU-Pro Original — Mercor single-shot
MMLU-Pro Original — Vals AI harnessEffort: HighConfiguration: Vals AI harness89.5%vals.ai for Gemini 3.5 Flash (high) on MMLU-Pro Original — Vals AI harness (opens in a new tab)Archived copy (opens in a new tab)AccuracyReported Benchmark leaderboardVals AIIndependentRecord for Gemini 3.5 Flash on MMLU-Pro Original — Vals AI harness
MMMU-Pro 1,730 questions — Mercor single-shotEffort: HighConfiguration: Mercor single-shot agent84.7%mercor.com for Gemini 3.5 Flash (high) on MMMU-Pro 1,730 questions — Mercor single-shot (opens in a new tab)Archived copy (opens in a new tab)MMMU-Pro accuracySetting: Not statedReported Benchmark leaderboardMercorIndependentRecord for Gemini 3.5 Flash on MMMU-Pro 1,730 questions — Mercor single-shot
MMMU-Pro No toolsConfiguration: No tools83.6%deepmind.google for Gemini 3.5 Flash on MMMU-Pro No tools (opens in a new tab)MMMU-Pro accuracySetting: Overall (Standard 10 options + Vision)Reported Model cardGoogle DeepMindSelf-reportedRecord for Gemini 3.5 Flash on MMMU-Pro No tools
MMMU-Pro Vals AI harnessEffort: HighConfiguration: Vals AI harness88.3%vals.ai for Gemini 3.5 Flash (high) on MMMU-Pro Vals AI harness (opens in a new tab)Archived copy (opens in a new tab)MMMU-Pro accuracySetting: Standard (4 options)Reported Benchmark leaderboardVals AIIndependentRecord for Gemini 3.5 Flash on MMMU-Pro Vals AI harness
OSWorld Verified78.4%deepmind.google for Gemini 3.5 Flash on OSWorld Verified (opens in a new tab)OSWorld-Verified success rateReported Model cardGoogle DeepMindSelf-reportedRecord for Gemini 3.5 Flash on OSWorld Verified
Riemann-bench October 2026 leaderboardEffort: High36.8%surgehq.ai for Gemini 3.5 Flash (High) on Riemann-bench October 2026 leaderboard (opens in a new tab)Archived copy (opens in a new tab)Riemann-bench Pass@1Reported Benchmark leaderboardSurge AIIndependentRecord for Gemini 3.5 Flash on Riemann-bench October 2026 leaderboard
SimpleQA Verified Original — Epoch AI harnessEffort: HighConfiguration: Epoch AI harness66.2%epoch.ai for Gemini 3.5 Flash (high) on SimpleQA Verified Original — Epoch AI harness (opens in a new tab)Archived copy (opens in a new tab)AccuracyReported Evaluated Benchmark leaderboardEpoch AIIndependentRecord for Gemini 3.5 Flash on SimpleQA Verified Original — Epoch AI harness
SWE Atlas Codebase QnA — Mercor mini-swe-agent, 250 stepsEffort: HighConfiguration: Mercor mini-swe-agent, 250 steps, 1 hour19.6%mercor.com for Gemini 3.5 Flash (high) on SWE Atlas Codebase QnA — Mercor mini-swe-agent, 250 steps (opens in a new tab)Archived copy (opens in a new tab)Mean pass@1Reported Benchmark leaderboardMercorIndependentRecord for Gemini 3.5 Flash on SWE Atlas Codebase QnA — Mercor mini-swe-agent, 250 steps
SWE-bench Multilingual — Mercor mini-swe-agent, 1000 stepsEffort: HighConfiguration: Mercor mini-swe-agent, 1000 steps, 3 hours68.2%mercor.com for Gemini 3.5 Flash (high) on SWE-bench Multilingual — Mercor mini-swe-agent, 1000 steps (opens in a new tab)Archived copy (opens in a new tab)Resolved TasksReported Benchmark leaderboardMercorIndependentRecord for Gemini 3.5 Flash on SWE-bench Multilingual — Mercor mini-swe-agent, 1000 steps
SWE-bench Verified — Epoch AI harnessEffort: HighConfiguration: Epoch AI harness79.3%epoch.ai for Gemini 3.5 Flash (high) on SWE-bench Verified — Epoch AI harness (opens in a new tab)Archived copy (opens in a new tab)Resolved TasksReported Evaluated Benchmark leaderboardEpoch AIIndependentRecord for Gemini 3.5 Flash on SWE-bench Verified — Epoch AI harness
SWE-bench Verified — Mercor mini-swe-agent, 1000 stepsEffort: HighConfiguration: Mercor mini-swe-agent, 1000 steps, 3 hours78.5%mercor.com for Gemini 3.5 Flash (high) on SWE-bench Verified — Mercor mini-swe-agent, 1000 steps (opens in a new tab)Archived copy (opens in a new tab)Resolved TasksReported Benchmark leaderboardMercorIndependentRecord for Gemini 3.5 Flash on SWE-bench Verified — Mercor mini-swe-agent, 1000 steps
SWE-bench Verified — Vals AI mini-swe-agentEffort: HighConfiguration: mini-swe-agent harness78.8%vals.ai for Gemini 3.5 Flash (high) on SWE-bench Verified — Vals AI mini-swe-agent (opens in a new tab)Archived copy (opens in a new tab)Resolved TasksReported Benchmark leaderboardVals AIIndependentRecord for Gemini 3.5 Flash on SWE-bench Verified — Vals AI mini-swe-agent
SWE-bench Pro Public55.1%deepmind.google for Gemini 3.5 Flash on SWE-bench Pro Public (opens in a new tab)Public tasks resolvedReported Model cardGoogle DeepMindSelf-reportedRecord for Gemini 3.5 Flash on SWE-bench Pro Public
Terminal-Bench 2.0 — Vals AI Terminus 2Effort: HighConfiguration: Terminus-2 harness67.4%vals.ai for Gemini 3.5 Flash (high) on Terminal-Bench 2.0 — Vals AI Terminus 2 (opens in a new tab)Archived copy (opens in a new tab)Terminal-Bench AccuracyReported Benchmark leaderboardVals AIIndependentRecord for Gemini 3.5 Flash on Terminal-Bench 2.0 — Vals AI Terminus 2
Terminal-Bench 2.176.2%deepmind.google for Gemini 3.5 Flash on Terminal-Bench 2.1 (opens in a new tab)Terminal-Bench AccuracyReported Model cardGoogle DeepMindSelf-reportedRecord for Gemini 3.5 Flash on Terminal-Bench 2.1
Terminal-Bench 2.1 — Mercor Terminus 2Effort: HighConfiguration: Mercor Terminus 2, 1000 steps, 3 hours73.8%mercor.com for Gemini 3.5 Flash (high) on Terminal-Bench 2.1 — Mercor Terminus 2 (opens in a new tab)Archived copy (opens in a new tab)Terminal-Bench AccuracyReported Benchmark leaderboardMercorIndependentRecord for Gemini 3.5 Flash on Terminal-Bench 2.1 — Mercor Terminus 2
Terminal-Bench 2.1 — Vals AI Terminus 2Effort: HighConfiguration: Terminus-2 harness74.2%vals.ai for Gemini 3.5 Flash (high) on Terminal-Bench 2.1 — Vals AI Terminus 2 (opens in a new tab)Archived copy (opens in a new tab)Terminal-Bench AccuracyReported Benchmark leaderboardVals AIIndependentRecord for Gemini 3.5 Flash on Terminal-Bench 2.1 — Vals AI Terminus 2
Terminal-Bench 4.0 — Vals AI mini-swe-agentEffort: HighConfiguration: mini-swe-agent harness6.1%vals.ai for Gemini 3.5 Flash (high) on Terminal-Bench 4.0 — Vals AI mini-swe-agent (opens in a new tab)Archived copy (opens in a new tab)Terminal-Bench AccuracyReported Benchmark leaderboardVals AIIndependentRecord for Gemini 3.5 Flash on Terminal-Bench 4.0 — Vals AI mini-swe-agent
Toolathlon Original56.5%deepmind.google for Gemini 3.5 Flash on Toolathlon Original (opens in a new tab)Tasks completedReported Model cardGoogle DeepMindSelf-reportedRecord for Gemini 3.5 Flash on Toolathlon Original
Toolathlon VerifiedEffort: High67.3%toolathlon.xyz for Gemini 3.5 Flash (high) on Toolathlon Verified (opens in a new tab)Archived copy (opens in a new tab)Tasks completedReported Benchmark leaderboardToolathlonIndependentToolathlon AuthorsRecord for Gemini 3.5 Flash on Toolathlon Verified
Vals Index 2.1Effort: High44.8%vals.ai for Gemini 3.5 Flash (high) on Vals Index 2.1 (opens in a new tab)Archived copy (opens in a new tab)Vals Index GDP-weighted AccuracyReported Benchmark leaderboardVals AIIndependentRecord for Gemini 3.5 Flash on Vals Index 2.1
Vibe Code Bench 1.1 — OpenHands, October 2026 evaluationEffort: HighConfiguration: OpenHands harness48.7%vals.ai for Gemini 3.5 Flash (high) on Vibe Code Bench 1.1 — OpenHands, October 2026 evaluation (opens in a new tab)Archived copy (opens in a new tab)Vibe Code Bench ScoreReported Benchmark leaderboardVals AIIndependentRecord for Gemini 3.5 Flash on Vibe Code Bench 1.1 — OpenHands, October 2026 evaluation