Strong GLM coding model for agentic engineering, terminals, and repository generation
Benchmarks
| Benchmark | Category | Score | Variant | Provenance | Source | Observed |
|---|---|---|---|---|---|---|
| AA Agentic Index | agentic | 29.9 | — | mirror | openrouter | Jul 23, 2026 |
| AA Coding Index | coding | 55.8 | — | mirror | openrouter | Jul 23, 2026 |
| AA Intelligence Index | intelligence | 40.2 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — 3d | preference | 1336 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — agenticgamedev | preference | 1182 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — agentichtmlslides | preference | 1205 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — agenticslides | preference | 1245 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — agenticslides(html) | preference | 1204 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — agenticslides(python-pptx) | preference | 1240 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — androidnative | preference | 1233 | — | mirror | openrouter | Jul 24, 2026 |
| Design Arena — asciiart | preference | 1187 | — | mirror | openrouter | Jul 24, 2026 |
| Design Arena — codecategories | preference | 1310 | — | mirror | openrouter | Jul 24, 2026 |
| Design Arena — dataviz | preference | 1366 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — fullstack | preference | 1224 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — gamedev | preference | 1328 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — godotgamedev | preference | 1104 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — htmlslides | preference | 1201 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — mobileapps | preference | 1226 | — | mirror | openrouter | Jul 24, 2026 |
| Design Arena — pptxslides | preference | 1241 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — python-pptxslides | preference | 1258 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — svg | preference | 1270 | — | mirror | openrouter | Jul 24, 2026 |
| Design Arena — uicomponent | preference | 1319 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — webapps | preference | 1229 | — | mirror | openrouter | Jul 23, 2026 |
| Design Arena — website | preference | 1301 | — | mirror | openrouter | Jul 24, 2026 |
| LMArena Text | preference | 1475 | — | crowd | lmarena | Jul 21, 2026 |
| LMArena WebDev | preference | 1526 | — | crowd | lmarena | Jul 21, 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 |
|---|---|---|---|---|---|---|
| AtlasCloud | fp8 | 203K | $1.26 · $3.96 | 99.61% | — | — |
| Baidu | fp8 | 203K | $0.98 · $3.08 | 99.97% | — | — |
| BaseTen | fp4 | 203K | $1.3 · $4.3 | 94.76% | — | — |
| Chutes | fp8 | 203K | $0.98 · $3.08 | 59.65% | — | — |
| Crusoe | fp8 | 203K | $1.2 · $4.4 | 99.66% | — | — |
| DeepInfra | fp4 | 203K | $1.05 · $3.5 | 99.40% | — | — |
| DigitalOcean | — | 164K | $0.975 · $4.3 | 81.22% | — | — |
| Fireworks | — | 203K | $1.4 · $4.4 | 99.71% | — | — |
| Friendli | — | 203K | $1.4 · $4.4 | 99.53% | — | — |
| GMICloud | fp8 | 203K | $0.98 · $3.08 | 98.21% | — | — |
| Nebius | fp8 | 203K | $1.4 · $4.4 | 91.26% | — | — |
| Novita | fp8 | 205K | $1.38 · $4.4 | 99.33% | — | — |
| Parasail | fp8 | 203K | $1.4 · $4.4 | 99.73% | — | — |
| Phala | — | 203K | $1.21 · $4.2 | 56.58% | — | — |
| SiliconFlow | fp8 | 205K | $1.19 · $3.74 | 97.59% | — | — |
| StreamLake | fp8 | 200K | $0.966 · $3.04 | 99.84% | — | — |
| Venice | fp8 | 200K | $1.54 · $4.84 | 99.77% | — | — |
| Wafer | fp4 | 203K | $1 · $3.2 | 99.52% | — | — |
| Z.AI | fp8 | 203K | $1.4 · $4.4 | 90.20% | — | — |