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.
MiniMax M2.5 Highspeed is an open-source model in the MiniMax M2 family. The structured metadata tracks a 205k-token context window, reasoning, function calling, tool use, and structured outputs. This page tracks provider routes through MiniMax, Vercel AI Gateway, and Novita AI, with the cheapest tracked route listed at $0.6 input and $2.4 output per 1M tokens. Headline tracked benchmarks include SWE-bench Verified 80.2.
Top use-case fit: coding, agents, and build tasks
Coding
Q/$ 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.
Frequently asked questions
What is the context window of MiniMax M2.5 Highspeed?
MiniMax M2.5 Highspeed has a context window of 205k tokens.
What is the max output of MiniMax M2.5 Highspeed?
MiniMax M2.5 Highspeed can generate up to 131,072 output tokens.
How much does MiniMax M2.5 Highspeed cost?
MiniMax M2.5 Highspeed is available at $0.6/1M input tokens through Vercel AI Gateway.
When was MiniMax M2.5 Highspeed released?
MiniMax M2.5 Highspeed was released on 2026-02-12.
Which providers offer MiniMax M2.5 Highspeed?
MiniMax M2.5 Highspeed is available from 3 providers: MiniMax, Vercel AI Gateway, Novita AI.
What benchmarks has MiniMax M2.5 Highspeed been tested on?
MiniMax M2.5 Highspeed has been evaluated on 1 benchmark, including SWE-bench Verified.
Cheapest of 3 routes · Novita AI