Xiaomi MiMo V2.5 Pro
Xiaomi MiMo V2.5 Pro is Xiaomi’s flagship model with 1.02 trillion total and 42 billion active parameters, designed for frontier reasoning and agentic workflows. Its hybrid attention architecture significantly reduces KV-cache memory, and the context window spans one million tokens. Natively omnimodal for text, image, video, and audio, and fully commercially usable under the MIT license.
- Open Weights
- Frontier
- OpenRouter
- Text
- Vision
- Video
- Audio
- Instruction-Tuned
- Agentic Orchestrator
- Interactive
Sovereign Risk: MEDIUM Xiaomi is a Chinese company and subject to China’s Data Security Law (DSL) and National Intelligence Law (NIL). The weights are publicly available under the MIT license. When using cloud services, state access to transmitted data is theoretically possible. Local deployment with the public weights reduces the risk — the NIL is only directly relevant when using a cloud API.
Key metrics
Score · Latency · Cost · Quality
- Total Score Silver
- 79
- Routine
- 48.38
- Reasoning
- 30.62
- LLM Judge Avg
- 4.01 / 5
- 100 Coverage
- Avg Task Duration
- 39.63s
- Interactive
- Token Rate
- 49.79tok/s
- Output Rate
- P95 Latency
- 94.13s
- Top 5 %
- Total Tokens
- 138500
- Output Volume
- Cost per 1K
- $0.0009
- USD / 1K Requests
- Benchmark Cost
- $0.12
- Total · 138500 tok
Benchmark modules
10 modules · weighted · vs. model median & top performer
Token efficiency & latency
Consumption per module vs. model median
Token consumption per module
Performance profile
Key metrics – legend
Score
- Total Score
- Overall score derived from Routine and Reasoning scores. Basis for the fleet rank and tier assignment (Gold / Silver / Bronze).
- Routine
- Score for standard tasks: code generation, text transformation, structured outputs. Weighted by task complexity.
- Reasoning
- Score for analytical and logical tasks: multi-step problem solving, mathematical reasoning, structured argumentation.
- Rank
- Position in the fleet comparison, sorted by Total Score. Refers to the snapshot at the time of testing.
LLM Judge
- LLM Judge Ø
- Average quality rating by an independent judge model on a scale of 1–5.
- Coverage
- Share of tasks for which a judge rating is available. 100% means all responses were evaluated.
Latency & speed
- Avg. Task Duration
- Average time per task from the first to the last token of the response, measured across all benchmark tasks.
- Token Rate
- Output speed in tokens per second. Relevant for interactive applications and real-time streaming.
- P95 Latency
- 95th percentile of response times — shows outliers. Lower values mean fewer long wait times in edge cases.
Cost
- Cost per 1K
- API price per 1,000 output tokens in US dollars. Basis for cost calculation in production use.
- Benchmark Cost
- Total cost for the complete benchmark run of this model.