MiniMax multimodal model for long-context coding, perception, and agent planning
Benchmarks
| Benchmark | Category | Score | Variant | Provenance | Source | Observed |
|---|---|---|---|---|---|---|
| AA Agentic Index | agentic | 29.5 | — | mirror | openrouter | Sep 20, 2026 |
| 29.5 | — | independent | aa | Sep 20, 2026 | ||
| AA Coding Index | coding | 58.6 | — | mirror | openrouter | Jul 23, 2026 |
| 58.6 | — | independent | aa | Jul 24, 2026 | ||
| AA Intelligence Index | intelligence | 29.2 | — | mirror | openrouter | Sep 20, 2026 |
| 29.2 | — | independent | aa | Sep 20, 2026 | ||
| Design Arena — 3d | preference | 1237 | — | mirror | openrouter | Sep 20, 2026 |
| Design Arena — agenticgamedev | preference | 1158 | — | mirror | openrouter | Sep 20, 2026 |
| Design Arena — androidnative | preference | 1166 | — | mirror | openrouter | Sep 21, 2026 |
| Design Arena — asciiart | preference | 1184 | — | mirror | openrouter | Sep 21, 2026 |
| Design Arena — codecategories | preference | 1263 | — | mirror | openrouter | Sep 21, 2026 |
| Design Arena — dataviz | preference | 1248 | — | mirror | openrouter | Sep 21, 2026 |
| Design Arena — fullstack | preference | 1204 | — | mirror | openrouter | Sep 20, 2026 |
| Design Arena — gamedev | preference | 1240 | — | mirror | openrouter | Sep 20, 2026 |
| Design Arena — htmlslides | preference | 1183 | — | mirror | openrouter | Sep 16, 2026 |
| Design Arena — mobileapps | preference | 1195 | — | mirror | openrouter | Sep 19, 2026 |
| Design Arena — python-pptxslides | preference | 1207 | — | mirror | openrouter | Sep 13, 2026 |
| Design Arena — svg | preference | 1190 | — | mirror | openrouter | Sep 20, 2026 |
| Design Arena — uicomponent | preference | 1261 | — | mirror | openrouter | Sep 18, 2026 |
| Design Arena — webapps | preference | 1215 | — | mirror | openrouter | Sep 16, 2026 |
| Design Arena — website | preference | 1272 | — | mirror | openrouter | Sep 19, 2026 |
| LMArena Text | preference | 1433 | — | crowd | lmarena | Sep 13, 2026 |
| LMArena Vision | preference | 1254 | — | crowd | lmarena | Sep 13, 2026 |
| LMArena WebDev | preference | 1487 | — | crowd | lmarena | Sep 11, 2026 |
| Median output speed | speed | 227 tok/s | — | independent | aa | Sep 21, 2026 |
| Median time to first token | speed | 0.86s | — | independent | aa | Sep 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 | 524K | $0.3 · $1.2 | 90.04% | — | — |
| CoreWeave | fp4 | 262K | $0.23 · $0.96 | 99.75% | — | — |
| DeepInfra | fp8 | 524K | $0.28 · $1.1 | 99.40% | — | — |
| GMICloud | fp8 | 1.0M | $0.24 · $0.96 | 99.73% | — | — |
| Mara | — | 1.0M | $0.6 · $2.4 | 92.23% | — | — |
| Minimax | fp8 | 524K | $0.3 · $1.2 | 99.35% | — | — |
| ModelRun | fp4 | 1.0M | $0.75 · $3 | 99.92% | — | — |
| Novita | fp8 | 1M | $0.3 · $1.2 | 99.88% | — | — |
| Parasail | fp8 | 1.0M | $0.3 · $1.2 | 97.89% | — | — |
| SambaNova | — | 1.0M | $0.6 · $2.4 | 99.22% | — | — |
| StreamLake | fp8 | 1M | $0.3 · $1.2 | 99.31% | — | — |
| Together | — | 524K | $0.3 · $1.2 | 99.88% | — | — |
| Venice | fp8 | 524K | $0.3 · $1.2 | 94.83% | — | — |