MiniMax M2.5
minimax/minimax-m2.5- MiniMax
- Family · MiniMax M2
- Released 12 Feb 2026
- Open weights
- Text → Text
- Tools · JSON
Not on OSMEXO yet
Spec & list price
Context200K
Max output32K
Input / 1M$0.27
Output / 1M$0.953.5× input
Scores · standing
Intelligence22.8#113/490
Usage
Tokens / day796.7M▼ 27% 7d
Usage rank#205
Requests / day43.2K
Tool calls / req0.41
Per request · 30 days
Avg input18.0K1.2× median
Avg output5360.8× median
Cache hit81%1.2× median
Reasoning share61%about median
Tool-call failures1.7%0.9× median
Consumption
Peak 2.8B 14 OctLow 796.7M 1 NovRank today #205
News & trends
News · latest from MiniMax
Benchmarks
bar = share of the top score · Benchmark data: Artificial AnalysisSpeed · median across 8 providers, latest day
Output speed#275/33436 tok/s1.8× slower than median
Fastest provider95 tok/sbest of 8 providers
First token#1811.2 s1.1× longer than median
#7 cheapest of 32 with a similar score
Value
Intelligence Index
Blended price per 1M tokens (log)
Family progress
Intelligence Index
- Family releases22.8
Technical details
- Tokenizer
- Other
- License
- other
- Parameters
- 229B
- Moderation
- none
- Downloads · likes
- 1.3M · 1.5K
Request parameters 19
- tools
- tool_choice
- response_format
- structured_outputs
- reasoning
- include_reasoning
- temperature
- top_p
- top_k
- min_p
+9 more
- max_tokens
- stop
- seed
- frequency_penalty
- logit_bias
- logprobs
- presence_penalty
- repetition_penalty
- top_logprobs
Interesting facts
- Less output room than similar models (32.8K against a 98.3K median).
- 2nd of 4 MiniMax M2 models by tokens last month.
When to use
Best for
- Agentic tool use across many steps
- Instruction-following pipelines
- Long-context reasoning
- Tool calling with structured output
Think twice for
- Image input
- Terminal-heavy autonomous coding
- Low-cost simple chat
Research papers
- Chronos Enables Code Agents to Reason over Software Evolution8 Oct
- RETRACE: From Entangled Repair Histories to Reusable Experience for CI Repair3 Oct
- Adversarial Testing of Automated Program Repair Agents for Security Vulnerabilities14 Sep
- Osprey: Target-agnostic Pre-training Makes Stronger Drafters in Speculative Decoding8 Sep
- Selective Disclosure of Hidden Directives in Reasoning Models: Behavioral Asymmetry and Steering29 Aug
- From Analytics to Tumor Boards: An Evidence-Linked Multi-Agent Workflow for Oncology Feature Extraction29 Aug
- A Jagged Frontier: Evaluating Robustness of Code Agents to Semantics-Preserving Transformations18 Aug
- Turning Interaction History into Execution State: A Runtime Layer for Long-Horizon Coding Agents1 Aug
Same family
MiniMax M2- 22.8
- 20.9
- 18.6
Alternatives
other vendors · similar capability- 26.5
- 26.3
- U26.6
- 21.8
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