Xiaomi MiMo V2.6 Flash
The smaller sibling of the MiMo-V2.6 series prioritizes efficiency over maximum size: MiMo-V2.6-Flash-RL by Xiaomi activates around 15 billion of 309 billion parameters per token, matching the flagship Pro on agent and coding tasks at roughly one-third of the API price. Omnimodal for text, image, video, and audio, context up to 1 million tokens, Open Weights under the MIT license.
- Open Weights
- Server
- OpenRouter
- Text
- Vision
- Video
- Audio
- Agentic Orchestrator
- Long Context
- Interactive
Sovereign Risk: MEDIUM Xiaomi releases MiMo-V2.6-Flash-RL under MIT with fully open weights, which significantly improves operational provenance for local deployment. As a Chinese developer, however, Xiaomi remains subject to national laws (including the National Intelligence Law and the Data Security Law), which remains relevant when using the model via Xiaomi’s own API platform; with purely local self-hosting, the operational risk is substantially reduced.[434][445]
Key metrics
Score · Latency · Cost · Quality
- Total Score Silver
- 75.04
- Routine
- 45.33
- Reasoning
- 29.71
- LLM Judge Avg
- 3.79 / 5
- 100 Coverage
- Avg Task Duration
- 41.55s
- Interactive
- Token Rate
- 43.24tok/s
- Output Rate
- P95 Latency
- 121.74s
- Top 5 %
- Total Tokens
- 117400
- Output Volume
- Cost per 1K
- $0.0003
- USD / 1K Requests
- Benchmark Cost
- $0.03
- Total · 117400 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 / Standard).
- 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.