General GLM flagship for coding, analysis, and tool-heavy engineering workflows
Benchmarks
| Benchmark | Category | Score | Variant | Provenance | Source | Observed |
|---|---|---|---|---|---|---|
| AA Intelligence Index | intelligence | 39.5 | — | independent | aa | Jul 24, 2026 |
| Design Arena — 3d | preference | 1289 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — androidnative | preference | 1223 | — | mirror | openrouter | Jul 24, 2026 |
| Design Arena — asciiart | preference | 1189 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — codecategories | preference | 1279 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — dataviz | preference | 1261 | — | mirror | openrouter | Jul 24, 2026 |
| Design Arena — fullstack | preference | 1179 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — gamedev | preference | 1292 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — godotgamedev | preference | 1144 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — htmlslides | preference | 1172 | — | mirror | openrouter | Jul 24, 2026 |
| Design Arena — mobileapps | preference | 1214 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — svg | preference | 1216 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — uicomponent | preference | 1272 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — website | preference | 1275 | — | mirror | openrouter | Jul 23, 2026 |
| LMArena Text | preference | 1455 | — | crowd | lmarena | Jul 21, 2026 |
| LMArena WebDev | preference | 1430 | — | crowd | lmarena | Jul 21, 2026 |
| Median output speed | speed | 46 tok/s | — | independent | aa | Jul 24, 2026 |
| Median time to first token | speed | 1.66s | — | independent | aa | Jul 24, 2026 |
Includes index data from Artificial Analysis.
Providers
Live operational stats per hosting endpoint, via OpenRouter.
| Provider | Quant | Context | $/1M in · out | Uptime 24h | Latency | Throughput |
|---|---|---|---|---|---|---|
| Amazon Bedrock | — | 203K | $1 · $3.2 | 71.98% | — | — |
| AtlasCloud | fp8 | 203K | $0.95 · $3.15 | 99.80% | — | — |
| Baidu | fp8 | 203K | $0.7 · $2.24 | 97.95% | — | — |
| Chutes | fp8 | 203K | $0.95 · $2.55 | 74.26% | — | — |
| DeepInfra | fp4 | 203K | $0.6 · $2.08 | 99.90% | — | — |
| DigitalOcean | — | 64K | $0.75 · $2.4 | 93.81% | — | — |
| GMICloud | fp8 | 203K | $0.6 · $1.92 | 98.65% | — | — |
| Novita | fp8 | 203K | $1 · $3.2 | 99.99% | — | — |
| Parasail | fp8 | 203K | $1 · $3.2 | 97.30% | — | — |
| Phala | — | 203K | $1.2 · $3.5 | 78.90% | — | — |
| SiliconFlow | fp8 | 205K | $0.95 · $2.55 | 98.12% | — | — |
| StreamLake | fp8 | 198K | $0.6 · $1.92 | 99.24% | — | — |
| Venice | fp8 | 198K | $1 · $3.2 | 99.30% | — | — |
| Z.AI | fp8 | 203K | $1 · $3.2 | 99.28% | — | — |