MiniMax M2.5 Highspeed
MiniMax M2.5 Highspeed is worth evaluating for coding, rag, and agents when its provider route and context window match the workload.
Use it for
- Teams evaluating coding, rag, and agents
- Workloads that can use a 205k context window
- Buyers comparing 3 tracked provider routes
Do not use it for
- Vision or document-understanding workloads
- Family
- MiniMax M2
- Released
- 2026-02-12
- Context
- 205k
- Max output
- 131,072
- Parameters
- 230B (10B active)
- Architecture
- Decoder Only
- Specialization
- general
- Openness
- Open source
- License
- MITOSI-approvedCommercial use: permitted
- Weights
- Unknown
- Code
- Unknown
Cheapest of 3 routes · Novita AI
About
MiniMax M2.5 Highspeed is MiniMax's inference-optimized variant of M2.5, released simultaneously in February 2026. It delivers identical intelligence and outputs to standard M2.5 through a specialized inference engine at lower latency. The model supports a 204,800-token context window, 131,072-token max output, function calling, structured output, and reasoning. API model ID: MiniMax-M2.5-highspeed. It is designed for latency-sensitive interactive applications and automated agent pipelines.
Top use-case fit: coding, agents, and build tasks
Coding
Q/$ C1 relevant benchmark in the decision map.
RAG
Included by capability and metadata signals in the decision map.
Agents
Q/$ C1 relevant benchmark in the decision map.
Provider price ladder
Compare all 3Compare API pricing across 3 providers for input and output tokens, batch, and cached reads when available.
| Provider | Input / 1M | Output / 1M | Cache | Route |
|---|---|---|---|---|
| Novita AI | $0.600 | $2.40 | - | Serverless |
| Vercel AI Gateway | $0.600 | $2.40 | read $0.030 | Serverless |
| MiniMax | - | - | - | ServerlessPartial |
Capabilities
Benchmark peer barsfor Coding
Benchmark scores(1)
| Benchmark | Score | Version | Evaluation | Source |
|---|---|---|---|---|
| SWE-bench Verified | 80.2 | M2 (resolved%)Observed 2026-06-07 | — | Source |
Migration checks
No linked migration route is available for this model yet.
Cheapest of 3 routes · Novita AI