GLM-5.2 ranks first on 2 of the 125 benchmarks it has scores on.
Open weights Flagship
Its best score on each benchmark, and where that ranks among every model with a score there. We rank each model once, at its best setting.
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| EQ-Bench 3 | 1,563 | #6 of 78 | Official leaderboard | |
| LMArena (Elo) | 1,475 | #33 of 333 | Official leaderboard | |
| Humanity's Last Exam | 54.7% | #25 of 147 | Model card | |
| Longform Creative Writing (EQ-Bench) | 77.9 | #23 of 119 | Official leaderboard | |
| Creative Writing v3 | 76.6 | #26 of 120 | Official leaderboard | |
| Wer wird Millionär? LLM Benchmark | 91111.0 | #20 of 76 | Official leaderboard | |
| Judgemark v4 | 73.2 | #11 of 40 | Official leaderboard | |
| SEA-HELM | 74.0 | #19 of 62 | Official leaderboard | |
| Phare | 69.9% | #21 of 62 | Official leaderboard | |
| Extended NYT Connections | 74.3% | #48 of 97 | Official leaderboard | |
| EQ-Bench 4 | 1,208 | #18 of 32 | Official leaderboard | |
| BullshitBench V2 | 31% | #70 of 122 | Official leaderboard | |
| SimpleQA Verified | 34.2% | #57 of 84 | Epoch AI | |
| BullshitBench | 18.2% | #74 of 107 | Official leaderboard |
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| IMO-AnswerBench | 91% | #1 of 37 | Model card | |
| GPQA Diamond | 91.9% | #27 of 219 | Epoch AI | |
| CritPt | 20.9% | #27 of 160 | Epoch AI | |
| DTBench | 89.3% | #31 of 178 | Official leaderboard | |
| HMMT Nov 2025 | 94.4% | #6 of 23 | Model card | |
| MathArena (Apex, IMO, USAMO) | 19.8% | #15 of 47 | Official leaderboard | |
| NatureBench | 13.3% | #6 of 18 | Official leaderboard | |
| ResearchClawBench | 20.7 | #8 of 23 | Official leaderboard | |
| Verifying the Verifiers (Project APE CRED benchmark) | 89.5% | #8 of 23 | Official leaderboard | |
| OTIS Mock AIME 2024-2025 | 86.4% | #75 of 202 | Epoch AI | |
| ProofBench | 35% | #22 of 59 | Official leaderboard | |
| SimpleBench | 58.8% | #41 of 100 | Official leaderboard | |
| HMMT 2026 | 92.4% | #13 of 31 | Official leaderboard | |
| BixBench3 | 46.3 | #9 of 20 | Official leaderboard | |
| Surface Evolver Bench | 55.6% | #12 of 26 | Epoch AI | |
| FrontierMath Tiers 1-3 v2 | 59.2% | #42 of 89 | Epoch AI | |
| FrontierMath Tier 4 v2 | 29.3% | #35 of 71 | Epoch AI | |
| ARC-AGI | 77% | #48 of 92 | Official leaderboard | |
| ARC-AGI-2 | 22.8% | #50 of 95 | Official leaderboard | |
| Prophet Arena | 85.0 | #13 of 18 | Official leaderboard | |
| AIME 2026 | 90% | #28 of 31 | Official leaderboard | |
| xbench-ScienceQA | 64.6% | #29 of 29 | Official leaderboard |
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| PostTrainBench | 34.3% | #1 of 23 | Official leaderboard | |
| SWE-bench Verified | 78.7% | #5 of 32 | Epoch AI | |
| WeirdML | 70.1% | #20 of 112 | Official leaderboard | |
| WebDev Arena | 1,593 | #21 of 105 | Epoch AI | |
| Code Arena | 1,606 | #28 of 124 | Official leaderboard | |
| SWE Atlas | 48.1% | #5 of 22 | Official leaderboard | |
| Monthly-SWEBench | 65% | #3 of 12 | Official leaderboard | |
| SWE-Bench Pro | 62.1% | #22 of 77 | Model card | |
| EvoCode-Bench v2 | 16.2% | #4 of 13 | Official leaderboard | |
| SWE-rebench | 62.9% | #4 of 13 | Official leaderboard | |
| NL2Repo-Bench | 48.9% | #11 of 28 | Model card | |
| SWE-Marathon | 13% | #5 of 12 | Official leaderboard | |
| ALE-Bench | 1,047 | #51 of 121 | Epoch AI | |
| Code Migration | 37.9% | #34 of 78 | Official leaderboard | |
| AndroidBench | 72.2% | #14 of 32 | Official leaderboard | |
| SWE Atlas Test Writing | 41.5% | #10 of 22 | Official leaderboard | |
| Vibe Code Bench | 64% | #53 of 115 | Official leaderboard | |
| PostTrainBench 1.1 | 31.7% | #6 of 11 | Official leaderboard | |
| SWE Atlas Refactoring | 42.4% | #10 of 17 | Official leaderboard | |
| MLS-Bench | 40.4% | #9 of 15 | Official leaderboard | |
| PostTrainBench 1.2 | 30.4% | #12 of 17 | Official leaderboard | |
| Next.js Agent Evals | 81% | #11 of 14 | Official leaderboard | |
| Tencent WorkBuddy Bench | 72.9% | #8 of 10 | Official leaderboard | |
| FrontierCode | 24.5% | #37 of 46 | Epoch AI | |
| Senior SWE-Bench | 17.9% | #19 of 23 | Official leaderboard | |
| DeepSWE | 43.8% | #24 of 28 | Official leaderboard | |
| SWE Refactor Bench | 6.50% | #7 of 8 | Official leaderboard | |
| ProgramBench | 0% | #22 of 25 | Official leaderboard | |
| GBAEval | 0.02% | #21 of 21 | Official leaderboard | |
| GameDevBench | 38.4% | #10 of 10 | Official leaderboard |
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| GAIA | 89% | #2 of 57 | Official leaderboard | |
| PACT | 1,566 | #4 of 26 | Official leaderboard | |
| PinchBench 2.0 | 87% | #10 of 57 | Official leaderboard | |
| Pencil Puzzle Bench | 26.7% | #12 of 53 | Official leaderboard | |
| LiveClawBench | 72.9% | #4 of 17 | Official leaderboard | |
| CivBench | 1,535 | #6 of 18 | Official leaderboard | |
| LisanBench | 1834.7 | #45 of 133 | Official leaderboard | |
| Terminal-Bench 2.1 | 82.7% | #21 of 53 | Model card | |
| τ³-bench Banking | 37.1% | #11 of 25 | Official leaderboard | |
| MCP Atlas | 77.8% | #15 of 34 | Official leaderboard | |
| Harbor-Index | 9.80% | #4 of 9 | Official leaderboard | |
| Agent Arena | 0.01 | #24 of 53 | Official leaderboard | |
| Toolathlon-Verified | 59.9% | #12 of 25 | Official leaderboard | |
| Long-Horizon-Terminal-Bench 2.0 | 50.3% | #8 of 15 | Official leaderboard | |
| CEO-Bench | $54,327 | #11 of 19 | Official leaderboard | |
| Long-Horizon-Terminal-Bench (LHTB) | 31.6% | #15 of 25 | Official leaderboard | |
| Mystery Game Puzzles | 19% | #49 of 80 | Epoch AI | |
| Toolathlon | 48.2% | #24 of 37 | Model card | |
| Chess Puzzles | 22% | #57 of 83 | Epoch AI | |
| EBR-bench | 9.52% | #24 of 28 | Epoch AI | |
| Terminal-Bench 3.0 | 4.59% | #11 of 11 | Official leaderboard |
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| CorpFin v2 | 66.1% | #22 of 119 | Official leaderboard | |
| FORTE | 76.9% | #4 of 21 | Official leaderboard | |
| Vending-Bench 2 | $8,314 | #15 of 66 | Official leaderboard | |
| LegalBench | 84.1% | #40 of 138 | Official leaderboard | |
| Harvey LAB (Legal Agent Benchmark) | 7.08% | #29 of 80 | Official leaderboard | |
| E-Commerce Bench | 3.01 | #7 of 19 | Official leaderboard | |
| TaxEval v2 | 73.3% | #48 of 129 | Official leaderboard | |
| Excel Modeling Benchmark | 61.5% | #33 of 76 | Official leaderboard | |
| MedScribe | 83.5% | #44 of 98 | Official leaderboard | |
| Physical-Engineering's Last Exam | 0.25 | #9 of 18 | Official leaderboard | |
| Legal Research Bench | 31.3% | #49 of 88 | Official leaderboard | |
| JobBench | 43.4% | #9 of 16 | Official leaderboard | |
| ProfBench | 45.8% | #41 of 72 | Official leaderboard | |
| Vals Finance Agent v2 | 49.7% | #46 of 80 | Official leaderboard | |
| MedCode | 40.8% | #57 of 96 | Official leaderboard | |
| prinzbench | 30.0 | #17 of 26 | Official leaderboard | |
| CommerceAgentBench | 46.7% | #9 of 13 | Official leaderboard | |
| APEX-Agents | 45.2% | #39 of 56 | Epoch AI | |
| FrontierFinance | 42.8% | #13 of 16 | Official leaderboard | |
| PolicyBench | 76.5% | #42 of 50 | Official leaderboard |
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| ArtifactArena | 1,051 | #13 of 21 | Official leaderboard | |
| VoxelBench | 1,552 | #36 of 56 | Official leaderboard |
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| CyberGym | 90.8% | #6 of 33 | Official leaderboard | |
| CyberBench (Vals) | 77.4% | #7 of 26 | Official leaderboard | |
| Agentic BAIM-LLM Evaluation (ABLE) | 76.7% | #5 of 16 | Official leaderboard | |
| Human Pathogen Capabilities Test v2 (HPCT v2) | 59.6% | #29 of 71 | Official leaderboard | |
| DrugDiscoveryBench | 36.2% | #12 of 19 | Official leaderboard | |
| Dictatorship Eval | 46.6% | #13 of 20 | Official leaderboard | |
| ExploitGym | 9.09% | #12 of 18 | Official leaderboard | |
| PCT (Polarized Contrastive Pairs) | 50% | #33 of 46 | Official leaderboard | |
| DeepsecBench | 10.4 | #24 of 28 | Official leaderboard | |
| SRE-Bench | 0% | #31 of 33 | Official leaderboard |
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| LMCA | 45.8% | #36 of 139 | Epoch AI | |
| Conceptual Reasoning Index | 58.6 | #42 of 149 | Official leaderboard | |
| CAIS Text Capabilities Index | 37.4 | #25 of 66 | Official leaderboard | |
| ACCoRD | 66.0 | #65 of 150 | Official leaderboard | |
| CAIS Risk Index | 51.9 | #35 of 65 | Official leaderboard | |
| SuperCLUE | 63.3 | #12 of 18 | Official leaderboard |
Z.ai's models in color, against every other model on the Epoch Capabilities Index, by release date.
The benchmarks the lab chose to headline, with the scores it gave.