NOUMENOpen app
NOUMEN

xiaomi · Open weights

MiMo V2.6 Flash

Added Sep 21, 2026Open weights

Compare models

Choose up to 3 models to compare.0 of 3 chosen

Loading models…

Use in the app

MiMo V2.6 Flash is Xiaomi's native omnimodal 309B-parameter mixture-of-experts model, activating 15B parameters per token. It balances intelligence, efficiency, and cost for coding, general agents, visual tasks, and cybersecurity, with text, image, video, and audio understanding and a 1M-token context window.

  • Reasoning
  • Tools
  • Vision
  • Structured output
  • Audio input
  • Video input
Input
Text, Images, Video, Audio
Output
Text
Reasoning effort
none · high
Discovery tier
Open weights

Pricing

USD per 1M tokens
Input
$0.14
Output
$0.28
Cache read
$0.0028
Cache write
$0.00

Reference prices as published by the model provider. API example

Specifications

Context window
1M
Max output
131.1K
Average output (7 days)
818 tokens
Longer than 65% of 465 models

Side by side

Compare models

Put MiMo V2.6 Flash next to up to three other models. The comparison stays in the link, so you can share it.

Compare models

Choose up to 3 models to compare.0 of 3 chosen

Loading models…

TryClaude Sonnet 5GPT 5.5Grok 4.5All 3

Public evaluations

Benchmarks

Independent evaluation results, with how each score ranks among the models in the Noumen catalog.

Intelligence Index

37.9

Better than 81% of 326 scored models

3.8Catalog models by score55.1

Agentic work

  • AutomationBench-AA

    64.1%

    Workflow automation, penalized for guardrail violations

    Better than 93% of 173 scored models

  • AutomationBench-AA tasks completed

    31.5%

    Workflows finished end to end without a guardrail violation

    Better than 89% of 173 scored models

  • AA-Briefcasev1.1

    1,488 Elo

    Agentic knowledge work, rated head to head

    Better than 83% of 166 scored models

  • GDPval-AAv2.1

    1,609 Elo

    Economically valuable occupational tasks, rated head to head

    Better than 84% of 187 scored models

Document reasoning

  • GDP.pdf

    9.0%

    Professional reasoning over PDF documents, all-pass rate

    Better than 36% of 171 scored models

  • AA-LCRv1.1

    74.3%

    Reasoning across long documents

    Better than 58% of 309 scored models

  • MLCR-AA

    11.7%

    Long-context reasoning over medical records

    Better than 44% of 121 scored models

Reasoning and knowledge

  • Humanity’s Last Exam

    35.1%

    Expert-level questions across academic fields

    Better than 69% of 323 scored models

Coding

  • Terminal-Benchv4.0

    22.7%

    Practical software engineering in a terminal

    Better than 75% of 171 scored models

  • SciCode

    51.3%

    Scientific computing in Python

    Better than 58% of 174 scored models

Legacy evaluations

  • AA-LCR (unversioned)

    74.3%

    Long-context reasoning, earlier grading

    Better than 58% of 309 scored models

Scores from Artificial Analysis, updated Oct 26, 2026. Artificial Analysis

Live routing data

Performance and reliability

Recent averages across requests routed for this model. Your own speed depends on prompt length, reasoning effort and load.

Throughput
169.8 tok/s
Faster than 81% of 250 models
Time to first token
1.8 s
Quicker than 82% of 250 models
Prompt cache hits
94.0%
About $0.011 per 1M input tokens with caching
Request success (24h)
99.3%
Reliable

Cache hits are the share of input tokens recently served from a prompt cache across all requests. They are not a forecast of your own hit rate.

Hourly request success · last 72 hoursLowest hour 57.3%
  • Healthy (98% or more)
  • Degraded (90–98%)
  • Down (under 90%)
  • No requests

Developers

Use it through the API

Noumen’s API is OpenAI-compatible: any Chat Completions client works with a base URL and a key.

Read the quickstart
curl https://www.noumen.xyz/api/v1/chat/completions \
  -H "Authorization: Bearer $NOUMEN_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "xiaomi/mimo-v2.6-flash",
    "reasoning_effort": "none",
    "messages": [{ "role": "user", "content": "Explain this stack trace." }]
  }'
import os
from openai import OpenAI

client = OpenAI(base_url="https://www.noumen.xyz/api/v1", api_key=os.environ["NOUMEN_API_KEY"])
reply = client.chat.completions.create(
    model="xiaomi/mimo-v2.6-flash",
    messages=[{"role": "user", "content": "Explain this stack trace."}],
)
print(reply.choices[0].message.content)

xiaomi

Other xiaomi models, starting with the same family.