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| 2 models | stepfunStepFun: Step 3.7 FlashRemove × | MiniMaxAIMiniMax-M3Remove × |
|---|---|---|
| What’s different | Step 3.7 Flash is StepFun's latest high-efficiency multimodal Mixture-of-Experts model. It pairs a 196B-parameter language backbone with a vision encoder for native image and video understanding, activating… | MiniMax-M3 is a native multimodal model with 1M context. It has ~428B parameters and ~23B activated parameters. |
| Date | May 23, 2026Listed | Jun 1, 2026Released |
API prices USD · provider configuration shown below | ||
| Listed rate | $0.20 in / $1.15 out/ 1M tokensdeepinfra · via Hugging Face · all routes ↗ | $0.28 in / $1.10 out/ 1M tokensdeepinfra · via Hugging Face · all routes ↗ |
| Provider endpoints | 5 endpoints → | 7 endpoints → |
Benchmarks Each result retains its evaluation configuration | ||
| AA Intelligence ↗4.3.2 | Not reported | 29.22 ↗Effort not specifiedIndependent result |
| AA-Briefcase ↗1.1 | Not reported | 1,090.37 ↗Effort not specifiedIndependent result |
| GDPval-AA ↗2.1 | Not reported | 1,242.47 ↗Effort not specifiedIndependent result |
| AutomationBench-AA ↗AA Index 4.3.2 collection | Not reported | 21.25% ↗Effort not specifiedIndependent result |
| Terminal-Bench 4.0 · AA ↗ | Not reported | 2.02% ↗Effort not specifiedHarness unreportedIndependent result |
| SciCode ↗AA Index 4.3.2 collection | Not reported | 47.11% ↗AA · Under reviewEffort not specifiedIndependent result |
| Humanity’s Last Exam ↗AA Index 4.3.2 collection | Not reported | 38.97% ↗Effort not specifiedIndependent result |
| GDP.pdf ↗AA Index 4.3.2 collection | Not reported | 9.8% ↗Effort not specifiedIndependent result |
| CritPt ↗AA Index 4.3.2 collection | Not reported | 3.71% ↗AA · Under reviewEffort not specifiedIndependent result |
| AA-Omniscience ↗AA Index 4.3.2 collection | Not reported | 1.35 ↗Effort not specifiedIndependent result |
| AA-LCR ↗1.1 | Not reported | 83% ↗Effort not specifiedIndependent result |
Specifications | ||
| Context window | 262.1K | 1M |
| Max output | 230.4K | — |
| Parameters | — | — |
| Tool calling | Supported | Supported |
| Structured output | Supported | Supported |
| Image input | Supported | Supported |
| Video input | Supported | Not reported |
| Reasoning | Supported | Supported |
| Prompt caching | Supported | Not reported |
| Open weights | Supported | Supported |