Benchmarks

36 results across 22 benchmarks

Benchmark results for GLM-5.2
BenchmarkScoreSource
APEX-Agents OriginalEffort: Max45.2%mercor.com for GLM-5.2 (max) on APEX-Agents Original (opens in a new tab)Archived copy (opens in a new tab)Pass rateReported Benchmark leaderboardMercorIndependentRecord for GLM-5.2 on APEX-Agents Original
AutomationBench 1.0.6Effort: Max26.2%github.com for GLM-5.2 (max) on AutomationBench 1.0.6 (opens in a new tab)Task pass rateReported Benchmark repositoryZapierIndependentZapier AutomationBench TeamRecord for GLM-5.2 on AutomationBench 1.0.6
BrowseComp 130-question subset — Mercor web research agentEffort: MaxConfiguration: Mercor web research agent, 100 steps, 3 hours65.4%mercor.com for GLM-5.2 (max) 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 GLM-5.2 on BrowseComp 130-question subset — Mercor web research agent
CyberGym Original77.2%z.ai for GLM-5.2 on CyberGym Original (opens in a new tab)Vulnerability reproduction successReported Launch postZ.aiSelf-reportedRecord for GLM-5.2 on CyberGym Original
DeepSWE 1.1Effort: Max44.0%deepswe.datacurve.ai for GLM-5.2 (max) on DeepSWE 1.1 (opens in a new tab)DeepSWE Pass@1Reported Benchmark leaderboardDatacurveIndependentRecord for GLM-5.2 on DeepSWE 1.1
DeepSWE 1.1 — Mercor mini-swe-agent, 500 stepsEffort: MaxConfiguration: Mercor mini-swe-agent, 500 steps, 2 hours38.9%mercor.com for GLM-5.2 (max) 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 GLM-5.2 on DeepSWE 1.1 — Mercor mini-swe-agent, 500 steps
Finance Agent Benchmark 2 — October 2026 evaluation49.7%vals.ai for GLM-5.2 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 GLM-5.2 on Finance Agent Benchmark 2 — October 2026 evaluation
GPQA Diamond91.2%z.ai for GLM-5.2 on Graduate-Level Google-Proof Q&A Diamond (opens in a new tab)GPQA Diamond AccuracyReported Launch postZ.aiSelf-reportedRecord for GLM-5.2 on Graduate-Level Google-Proof Q&A Diamond
GPQA Diamond — Epoch AI harnessEffort: NoneConfiguration: Epoch AI harness71.2%epoch.ai for GLM-5.2 (none) 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 GLM-5.2 on Graduate-Level Google-Proof Q&A Diamond — Epoch AI harness
GPQA Diamond — Epoch AI harnessEffort: LowConfiguration: Epoch AI harness87.9%epoch.ai for GLM-5.2 (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 GLM-5.2 on Graduate-Level Google-Proof Q&A Diamond — Epoch AI harness
GPQA Diamond — Epoch AI harnessEffort: MaxConfiguration: Epoch AI harness91.9%epoch.ai for GLM-5.2 (max) 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 GLM-5.2 on Graduate-Level Google-Proof Q&A Diamond — Epoch AI harness
GPQA Diamond — Mercor single-shotEffort: MaxConfiguration: Mercor single-shot agent90.2%mercor.com for GLM-5.2 (max) 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 GLM-5.2 on Graduate-Level Google-Proof Q&A Diamond — Mercor single-shot
GPQA Diamond — Vals AI harnessConfiguration: Vals AI harness: mean of zero-shot and few-shot CoT85.6%vals.ai for GLM-5.2 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 GLM-5.2 on Graduate-Level Google-Proof Q&A Diamond — Vals AI harness
HLAB October 2026 evaluationEffort: Max7.1%vals.ai for GLM-5.2 (max) 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 GLM-5.2 on Harvey's Legal Agent Benchmark October 2026 evaluation
Humanity's Last Exam Text only — Mercor single-shotEffort: MaxConfiguration: Mercor single-shot agent31.7%mercor.com for GLM-5.2 (max) 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 GLM-5.2 on Humanity's Last Exam Text only — Mercor single-shot
MCP Atlas Public, April 2026 update77.8%labs.scale.com for GLM-5.2 on MCP Atlas Public, April 2026 update (opens in a new tab)Pass rateReported Benchmark leaderboardScale AIIndependentRecord for GLM-5.2 on MCP Atlas Public, April 2026 update
MMLU-Pro Original — Mercor single-shotEffort: MaxConfiguration: Mercor single-shot agent85.9%mercor.com for GLM-5.2 (max) on MMLU-Pro Original — Mercor single-shot (opens in a new tab)Archived copy (opens in a new tab)AccuracyReported Benchmark leaderboardMercorIndependentRecord for GLM-5.2 on MMLU-Pro Original — Mercor single-shot
MMLU-Pro Original — Vals AI harnessConfiguration: Vals AI harness86.7%vals.ai for GLM-5.2 on MMLU-Pro Original — Vals AI harness (opens in a new tab)Archived copy (opens in a new tab)AccuracyReported Benchmark leaderboardVals AIIndependentRecord for GLM-5.2 on MMLU-Pro Original — Vals AI harness
NL2Repo Bench Original48.9%z.ai for GLM-5.2 on NL2Repo Bench Original (opens in a new tab)Average test pass rateReported Launch postZ.aiSelf-reportedRecord for GLM-5.2 on NL2Repo Bench Original
PostTrainBench 1.1 — Claude CodeEffort: MaxConfiguration: Claude Code harness31.7%posttrainbench.com for GLM-5.2 (Max) on PostTrainBench 1.1 — Claude Code (opens in a new tab)Archived copy (opens in a new tab)PostTrainBench Weighted AggregateReported Benchmark leaderboardPostTrainBenchIndependentPostTrainBench TeamRecord for GLM-5.2 on PostTrainBench 1.1 — Claude Code
PostTrainBench 1.2 — Claude CodeEffort: MaxConfiguration: Claude Code harness30.4%posttrainbench.com for GLM-5.2 (Max) on PostTrainBench 1.2 — Claude Code (opens in a new tab)Archived copy (opens in a new tab)PostTrainBench Weighted AggregateReported Benchmark leaderboardPostTrainBenchIndependentPostTrainBench TeamRecord for GLM-5.2 on PostTrainBench 1.2 — Claude Code
Riemann-bench October 2026 leaderboardEffort: Max10.4%surgehq.ai for GLM-5.2 (Max) 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 GLM-5.2 on Riemann-bench October 2026 leaderboard
SimpleQA Verified Original — Epoch AI harnessEffort: MaxConfiguration: Epoch AI harness34.2%epoch.ai for GLM-5.2 (max) 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 GLM-5.2 on SimpleQA Verified Original — Epoch AI harness
SWE Atlas Codebase QnA — Mercor mini-swe-agent, 250 stepsEffort: MaxConfiguration: Mercor mini-swe-agent, 250 steps, 1 hour46.0%mercor.com for GLM-5.2 (max) 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 GLM-5.2 on SWE Atlas Codebase QnA — Mercor mini-swe-agent, 250 steps
SWE Atlas Codebase QnA — Public; mini-swe-agentConfiguration: mini-swe-agent harness48.1%labs.scale.com for GLM-5.2 on SWE Atlas Codebase QnA — Public; mini-swe-agent (opens in a new tab)Archived copy (opens in a new tab)Mean pass@1Reported Benchmark leaderboardScale AIIndependentRecord for GLM-5.2 on SWE Atlas Codebase QnA — Public; mini-swe-agent
SWE Atlas Refactoring — mini-swe-agentConfiguration: mini-swe-agent harness42.4%labs.scale.com for GLM-5.2 on SWE Atlas Refactoring — mini-swe-agent (opens in a new tab)Archived copy (opens in a new tab)Mean pass@1Reported Benchmark leaderboardScale AIIndependentRecord for GLM-5.2 on SWE Atlas Refactoring — mini-swe-agent
SWE-bench Multilingual — Mercor mini-swe-agent, 1000 stepsEffort: MaxConfiguration: Mercor mini-swe-agent, 1000 steps, 3 hours78.6%mercor.com for GLM-5.2 (max) 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 GLM-5.2 on SWE-bench Multilingual — Mercor mini-swe-agent, 1000 steps
SWE-bench Verified — Epoch AI harnessEffort: MaxConfiguration: Epoch AI harness78.7%epoch.ai for GLM-5.2 (max) 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 GLM-5.2 on SWE-bench Verified — Epoch AI harness
SWE-bench Verified — Mercor mini-swe-agent, 1000 stepsEffort: MaxConfiguration: Mercor mini-swe-agent, 1000 steps, 3 hours78.5%mercor.com for GLM-5.2 (max) 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 GLM-5.2 on SWE-bench Verified — Mercor mini-swe-agent, 1000 steps
SWE-bench Verified — Vals AI mini-swe-agentEffort: MaxConfiguration: mini-swe-agent harness82.8%vals.ai for GLM-5.2 (max) 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 GLM-5.2 on SWE-bench Verified — Vals AI mini-swe-agent
SWE-bench Pro Public62.1%z.ai for GLM-5.2 on SWE-bench Pro Public (opens in a new tab)Public tasks resolvedReported Launch postZ.aiSelf-reportedRecord for GLM-5.2 on SWE-bench Pro Public
Terminal-Bench 2.1 — Terminus-2Configuration: Terminus-2 harness81.0%z.ai for GLM-5.2 on Terminal-Bench 2.1 — Terminus-2 (opens in a new tab)Terminal-Bench AccuracyReported Launch postZ.aiSelf-reportedRecord for GLM-5.2 on Terminal-Bench 2.1 — Terminus-2
Terminal-Bench 2.1 — Vals AI Terminus 2Effort: MaxConfiguration: Terminus-2 harness67.8%vals.ai for GLM-5.2 (max) 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 GLM-5.2 on Terminal-Bench 2.1 — Vals AI Terminus 2
Toolathlon VerifiedEffort: Max59.9%toolathlon.xyz for GLM-5.2 (max) on Toolathlon Verified (opens in a new tab)Archived copy (opens in a new tab)Tasks completedReported Benchmark leaderboardToolathlonIndependentToolathlon AuthorsRecord for GLM-5.2 on Toolathlon Verified
Vibe Code Bench 1.1 — OpenHands, October 2026 evaluationEffort: MaxConfiguration: OpenHands harness64.0%vals.ai for GLM-5.2 (max) 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 GLM-5.2 on Vibe Code Bench 1.1 — OpenHands, October 2026 evaluation
τ³-bench τ³ — Banking, AllTools retrieval, v1.0.1 gradingEffort: xHighConfiguration: AllTools retrieval37.1%sierra-tau-bench-public.s3.us-west-2.amazonaws.com for GLM-5.2 (xhigh) on τ³-bench τ³ — Banking, AllTools retrieval, v1.0.1 grading (opens in a new tab)Archived copy (opens in a new tab)Task success rateReported Evaluated Benchmark leaderboardSierraIndependentSierra ResearchRecord for GLM-5.2 on τ³-bench τ³ — Banking, AllTools retrieval, v1.0.1 grading