xiaomi · Open weights

MiMo V2.6 Flash Abliterated

Added Sep 25, 2026Open weights

A MiMo V2.6 Flash finetune with refusal-direction ablation, image input, a 1M-token context window, separate reasoning output, and tool calling.

Reasoning
Tools
Vision

Input: Text, Images
Output: Text
Reasoning effort: none · high
Discovery tier: Open weights

Pricing

USD per 1M tokens

Input: $0.50
Output: $1.50
Cache read: $0.28

Reference prices as published by the model provider. API example

Specifications

Context window: 1M
Max output: 65.5K
Average output (7 days): 1.3K tokens; Longer than 80% of 465 models

Side by side

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

TryNvidia Nemotron 3 Ultra 550B GLM 4.6 Original Omega Directive 24B Unslop v2.0 All 3

Public evaluations

Benchmarks

There are no public benchmark results for MiMo V2.6 Flash Abliterated yet.

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: 170.5 tok/s; Faster than 82% of 250 models
Time to first token: 2.5 s; Quicker than 66% of 250 models
Prompt cache hits: 93.6%; About $0.29 per 1M input tokens with caching
Request success (24h): 98.4%; 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 0.0%

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-abliterated",
    "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-abliterated",
    messages=[{"role": "user", "content": "Explain this stack trace."}],
)
print(reply.choices[0].message.content)

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