| Benchmark | Claude Sonnet 4.6 | GLM-5.1 |
|---|---|---|
| AA Agentic Index | 61.6 | 66 |
| AA Intelligence | 48.4 | 41 |
| AA-LCR | 74 | 68 |
| AA-Omniscience | 12.2 | 0.8 |
| AgentWorldBench - Android | 58 | 59.1 |
| AgentWorldBench - MCP | 70 | 67.6 |
| AgentWorldBench - OS | 63.2 | 59.1 |
| AgentWorldBench - Overall | 56 | 51.3 |
| AgentWorldBench - Search | 28.8 | 22.5 |
| AgentWorldBench - SWE | 64.5 | 52.1 |
| AgentWorldBench - Terminal | 57 | 47.3 |
| AgentWorldBench - Web | 50.8 | 51.5 |
| arena_elo | 1472 | 1468 |
| arena_text_factuality | 1460 | 1458 |
| Artificial Analysis Coding Index | 63 | 55.8 |
| browsecomp | 76.2 | 79.3 |
| coding_arena_elo | 1523 | 1510 |
| critpt | 3.1 | 4.6 |
| Finance Agent v2 | 51 | 44.8 |
| frontiermath_tier_4 | 8.3 | 12.5 |
| gdpval | 54.8 | 49.5 |
| GDPval-AA (Elo) | 1676 | 1535 |
| GPQA Diamond | 89.9 | 86.8 |
| HLE | 49 | 52.3 |
| HLE (with tools) | 46.8 | 52.3 |
| IFBench | 56.6 | 76.3 |
| itbenchSre | 39.8 | 40.3 |
| livebench | 75.5 | 70.2 |
| MCP Atlas | 69.5 | 75.6 |
| OmniScience Accuracy | 40.9 | 25.2 |
| OmniScience Non-Hallucination | 51.6 | 70.1 |
| scicode | 47 | 43.8 |
| simpleqa_verified | 29 | 38.1 |
| SWE-bench Pro | 58.1 | 58.4 |
| TauBench V3 - Banking | 34.4 | 13.6 |
| Terminal-Bench 2.0 | 59.1 | 69 |
| Terminal-Bench 2.1 | 71.2 | 63.5 |
| Terminal-Bench Hard | 59.1 | 43.2 |
| toolathlon | 49.4 | 40.7 |
| τ²-Bench Telecom (AA run) | 97.9 | 97.7 |
| τ³-Bench | 30.5 | 70.6 |
Best tracked score per model per benchmark (default configuration; source-attributed). ↓ marks lower-is-better metrics. Open either model for its full surface, provenance and pricing.