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OSMEXO

MiMo-V2.6-Pro-UltraSpeed

xiaomi/mimo-v2.6-pro-ultraspeed
  • Xiaomi
  • Family · MiMo-V2-Pro-UltraSpeed
  • Text · Image · Video · Audio → Text
  • Tools · JSON · Vision
Not on OSMEXO yet
Spec & list price
Context1M
Max output128K
Input / 1M$4.35
Output / 1M$8.702× input
Usage
Tokens / day6.9B▼ 42% 7d
Usage rank#102
Requests / day52.3K
Tool calls / req0.87
Per request · 30 days
Avg input143.5K9.6× median
Avg output1.4K2.1× median
Cache hit96%1.4× median
Reasoning share67%1.2× median
Tool-call failures3.4%1.8× median

Consumption

16.7B33.3B50.0B3 Oct17 Oct1 Nov
Peak 45.8B 17 OctLow 2.7B 28 OctRank today #102

Speed

Output speed#53/334103 tok/s1.6× faster than median
First token#3064.22 s3.9× longer than median

Technical details

Tokenizer
Other
Moderation
none
Request parameters 12
  • tools
  • tool_choice
  • response_format
  • structured_outputs
  • reasoning
  • include_reasoning
  • temperature
  • top_p
  • max_tokens
  • stop
+2 more
  • frequency_penalty
  • presence_penalty

When to use

Best for

  • Latency-sensitive multimodal assistants
  • Interactive tools over video, image and audio
  • Long-context chat at high speed
  • Tool-calling agents needing quick turns

Think twice for

  • Self-hosting (closed weights)
  • Image or audio generation
  • Cost-minimal bulk jobs

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