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 Data Security Law), which remains relevant when using the Xiaomi-hosted API platform; with purely local self-hosting, the operational risk is substantially reduced.
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.