MiniMax: minimax-m2.1:free
MiniMax-M2 is a compact, high-efficiency large language model optimized for end-to-end coding and agentic workflows. With 10 billion activated parameters (230 billion total), it delivers near-frontier intelligence across general reasoning, tool use, and multi-step task execution while maintaining low latency and deployment efficiency. The model excels in code generation, multi-file editing, compile-run-fix loops, and test-validated repair, showing strong results on SWE-Bench Verified, Multi-SWE-Bench, and Terminal-Bench. It also performs competitively in agentic evaluations such as BrowseComp and GAIA, effectively handling long-horizon planning, retrieval, and recovery from execution errors. Benchmarked by Artificial Analysis, MiniMax-M2 ranks among the top open-source models for composite intelligence, spanning mathematics, science, and instruction-following. Its small activation footprint enables fast inference, high concurrency, and improved unit economics, making it well-suited for large-scale agents, developer assistants, and reasoning-driven applications that require responsiveness and cost efficiency. To avoid degrading this model's performance, MiniMax highly recommends preserving reasoning between turns. Learn more about using reasoning_details to pass back reasoning in our docs.
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Performance
Utilizzo e classifica
Parametri supportati
Tutti i provider = supportato da ogni upstream che serve questo modello. Alcuni provider = dipende dall'upstream che gestisce la richiesta. Predefinito = il valore inviato quando non lo imposti.
| Parametro | Provider | Predefinito |
|---|---|---|
| frequency_penalty | Alcuni provider | Non inviato per impostazione predefinita |
| include_reasoning | Tutti i provider | - |
| max_tokens | Tutti i provider | - |
| presence_penalty | Alcuni provider | - |
| reasoning | Tutti i provider | - |
| repetition_penalty | Alcuni provider | - |
| response_format | Tutti i provider | - |
| seed | Alcuni provider | - |
| stop | Alcuni provider | - |
| temperature | Tutti i provider | 1 |
| tool_choice | Tutti i provider | - |
| tools | Tutti i provider | - |
| top_k | Alcuni provider | - |
| top_p | Tutti i provider | 0.9 |