MiMo-V2.6-Flash
MiMo-V2.6-Flash is an open-source foundation model developed by Xiaomi. Built on a Mixture-of-Experts architecture with 309B total parameters and 15B activated per token, it employs a hybrid attention mechanism for greater computational efficiency. The model features a 1M-token context window and native multimodal capabilities. Optimized for agentic workflows, it delivers strong performance across coding, visual, general, and research scenarios, excelling at complex, long-horizon tasks with robust generalization across a diverse range of agent harnesses.
- Organization
- Xiaomi
- Family
- mimo
- Providers
- 28
- Context
- 1,048,576
- Output limit
- 131,072
- Knowledge
- —
- Release
- 2026-09-22
- Updated
- —
- Weights
- Open
- Input
- text, image/jpeg, image/png, image/gif, image/webp, image/bmp, audio/mpeg, audio/wav, audio/flac, audio/mp4, audio/ogg, video/mp4, video/quicktime, video/x-msvideo, video/x-ms-wmv
- Output
- text
- Capabilities
- —
Providers
Compare every cataloged offer for this model, including its provider, route, token limits, price, and capabilities.
| Provider | Model ID | Context | Output | Input / output · 1M | Reasoning | Tools | Structured | Details |
|---|---|---|---|---|---|---|---|---|
| above.dev | mimo-v2.6-flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| AIHubMix | mimo-v2.6-flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| AMD | MiMo-V2.6-Flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| Boundless | mimo-v2.6-flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| ClinePass | cline-pass/mimo-v2.6-flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| CrossModel | xiaomi/mimo-v2.6-flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| Deep Infra | XiaomiMiMo/MiMo-V2.6-Flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| DevPass (LLM Gateway) | mimo-v2.6-flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| EmpirioLabs AI | mimo-v2-6-flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| Kilo Gateway | xiaomi/mimo-v2.6-flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| LLM Gateway | deepinfra/mimo-v2.6-flash | 1,048,576 | 65,536 | — / — | — | — | — | View |
| LLM Gateway | tencent/mimo-v2.6-flash | 1,000,000 | 131,072 | — / — | — | — | — | View |
| LLM Gateway | consensusprotocol/mimo-v2.6-flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| LLM Gateway | xiaomi/mimo-v2.6-flash | 1,000,000 | 131,072 | — / — | — | — | — | View |
| NaN | mimo-v2.6-flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| NanoGPT | xiaomi/mimo-v2.6-flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| Novita AI | xiaomimimo/mimo-v2.6-flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| Ollama Cloud | mimo-v2.6-flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| OpenCode | mimo-v2.6-flash-free | 200,000 | 32,000 | — / — | — | — | — | View |
| OpenCode Go | mimo-v2.6-flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| Darkbloomvia OpenRouter | xiaomi/mimo-v2.6-flash fp4 | 1,048,576 | 131,072 | $0.10 / $0.28 | Yes | Yes | Yes | View |
| DeepInfravia OpenRouter | xiaomi/mimo-v2.6-flash fp8 | 1,048,576 | 943,718 | $0.14 / $0.28 | Yes | Yes | Yes | View |
| GMICloudvia OpenRouter | xiaomi/mimo-v2.6-flash bf16 | 1,050,000 | 945,000 | $0.14 / $0.28 | Yes | Yes | Yes | View |
| Io Netvia OpenRouter | xiaomi/mimo-v2.6-flash fp8 | 1,048,320 | 131,072 | $0.26 / $0.41 | Yes | Yes | Yes | View |
| Makoravia OpenRouter | xiaomi/mimo-v2.6-flash fp8 | 1,048,576 | 131,072 | $0.13 / $0.28 | Yes | Yes | Yes | View |
| Novitavia OpenRouter | xiaomi/mimo-v2.6-flash fp8 | 1,048,576 | 131,072 | $0.14 / $0.28 | Yes | Yes | No | View |
| Venicevia OpenRouter | xiaomi/mimo-v2.6-flash fp8 | 1,000,000 | 131,072 | $0.175 / $0.35 | Yes | Yes | Yes | View |
| Xiaomivia OpenRouter | xiaomi/mimo-v2.6-flash fp8 | 1,048,576 | 131,072 | $0.14 / $0.28 | Yes | Yes | Yes | View |
| Requesty | mimo-v2.6-flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| Standard Compute | xiaomi/mimo-v2.6-flash | 1,048,576 | 50,000 | — / — | — | — | — | View |
| Tempr Gateway | xiaomi-mimo/mimo-v2.6-flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| Venice AI | xiaomi-mimo-v2-6-flash | 1,000,000 | 131,072 | — / — | — | — | — | View |
| Vercel AI Gateway | xiaomi/mimo-v2.6-flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| Vultr | mimo-v2.6-flash-rl | 1,048,576 | 131,072 | — / — | — | — | — | View |
| Xiaomi | mimo-v2.6-flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| Xiaomi Token Plan (China) | mimo-v2.6-flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| Xiaomi Token Plan (Europe) | mimo-v2.6-flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
| Xiaomi Token Plan (Singapore) | mimo-v2.6-flash | 1,048,576 | 131,072 | — / — | — | — | — | View |
Prices and limits apply to each offer. A dash means the value is not provided. OpenRouter offers show the hosting provider and routing channel separately.
Pricing
Compare token rates and cache charges across available routes and hosting configurations.
Lowest listed input and output prices across the offers above; they may belong to different providers. These are base rates, before conditional pricing, discounts or additional fees.
xiaomi/mimo-v2.6-flashObserved - Input
- $0.14
- Output
- $0.28
- Cache read
- $0.0028
Hosting prices through OpenRouter All endpoints and cache rates
| Endpoint | Input / 1M | Output / 1M | Cache read / 1M | Cache write / 1M |
|---|---|---|---|---|
| Darkbloomdarkbloom/fp4 | $0.10 | $0.28 | $0.05 | — |
| DeepInfradeepinfra/fp8 | $0.14 | $0.28 | $0.0028 | — |
| GMICloudgmicloud/bf16 | $0.14 | $0.28 | $0.003 | — |
| Io Netio-net/fp8 | $0.26 | $0.41 | $0.025 | — |
| Makoramakora/fp8 | $0.13 | $0.28 | $0.002 | — |
| Novitanovita/fp8 | $0.14 | $0.28 | $0.0028 | — |
| Venicevenice/fp8 | $0.175 | $0.35 | $0.00375 | — |
| Xiaomixiaomi/fp8 | $0.14 | $0.28 | $0.0028 | — |
Each row is a hosting configuration. Open an offer in Providers for its full pricing conditions and additional fees. Endpoint observations may differ from the routing catalog's base price.
Performance
Review reported latency and output-throughput percentiles from the latest observed rolling window.
Time to first token · milliseconds
All latency percentiles 8 endpoints
| Endpoint | P50 | P75 | P90 | P99 |
|---|---|---|---|---|
| Darkbloomdarkbloom/fp4 | 1,712 ms | 5,418 ms | 10,972.8 ms | 21,522.36 ms |
| DeepInfradeepinfra/fp8 | 950 ms | 2,178.25 ms | 3,243.1 ms | 10,536.31 ms |
| GMICloudgmicloud/bf16 | 5,224 ms | 7,785.75 ms | 9,895.5 ms | 62,067 ms |
| Io Netio-net/fp8 | 727 ms | 991.5 ms | 1,594.8 ms | 3,731.68 ms |
| Makoramakora/fp8 | 527 ms | 905 ms | 1,766 ms | 11,521.43 ms |
| Novitanovita/fp8 | 4,263.5 ms | 7,686 ms | 12,273.7 ms | 41,164.4 ms |
| Venicevenice/fp8 | 1,139.5 ms | 2,048.75 ms | 4,179 ms | 16,631.25 ms |
| Xiaomixiaomi/fp8 | 5,136.5 ms | 10,095.25 ms | 22,576.5 ms | 86,642.26 ms |
Output throughput · tokens per second
All throughput percentiles 8 endpoints
| Endpoint | P50 | P75 | P90 | P99 |
|---|---|---|---|---|
| Darkbloomdarkbloom/fp4 | 17 t/s | 19.25 t/s | 23 t/s | 26.68 t/s |
| DeepInfradeepinfra/fp8 | 37 t/s | 57 t/s | 66.8 t/s | 90.16 t/s |
| GMICloudgmicloud/bf16 | 26 t/s | 34 t/s | 50 t/s | 89 t/s |
| Io Netio-net/fp8 | 137 t/s | 231 t/s | 371.1 t/s | 689.92 t/s |
| Makoramakora/fp8 | 156 t/s | 243 t/s | 363 t/s | 676.8 t/s |
| Novitanovita/fp8 | 30 t/s | 42 t/s | 62 t/s | 103.09 t/s |
| Venicevenice/fp8 | 25 t/s | 39 t/s | 60 t/s | 108.25 t/s |
| Xiaomixiaomi/fp8 | 28 t/s | 40 t/s | 58 t/s | 101 t/s |
Percentiles describe the observed request distribution. These are snapshots of a rolling window, not a historical time series.
Uptime
Compare successful request rates across the latest 5-minute, 30-minute, and 24-hour observations.
Reported by OpenRouter at the time of collection; rate-limited requests are excluded. A dash means no measurement was reported. This is not a live availability check.
Benchmarks
Review attributed evaluation results on each source's original scale.
xiaomi/mimo-v2.6-flashObserved Sources: Artificial Analysis and Design Arena, via OpenRouter. Scores retain their original scales and are not OpenAI Suite ratings.
Detailed evaluations
| Evaluation | Configuration | Source | Results | Details |
|---|---|---|---|---|
| tau bench verified airline | Xiaomi: MiMo-V2.6-Flashxiaomi/mimo-v2.6-flash-20260921 | OpenRouter | 77.867% | Details |
| Composite indices | MiMo-V2.6-Flashxiaomi/mimo-v2.6-flash-20260921 | Artificial Analysis | Intelligence 26.7 · Coding — · Agentic — | Details |
| gpqa diamond | Xiaomi: MiMo-V2.6-Flashxiaomi/mimo-v2.6-flash-20260921 | OpenRouter | 73.216% | Details |
Sources: Artificial Analysis, Design Arena and OpenRouter. Evaluation configurations and scales differ; results are not interchangeable. Updated Nov 5, 2026.
Apps & session costs
Compare observed median session costs for applications using this model, grouped by conversation length.
| Application | Model route | Turns | Median cost / session | Details |
|---|---|---|---|---|
| Kilo Code | xiaomi/mimo-v2.6-flash-20260921 | 50+ turns | $0.21729 | Details |
| Hermes Agent | xiaomi/mimo-v2.6-flash-20260921 | 10–49 turns | $0.027787 | Details |
| Claude Code | xiaomi/mimo-v2.6-flash-20260921 | 2–9 turns | $0.004717 | Details |
| Claude Code | xiaomi/mimo-v2.6-flash-20260921 | 50+ turns | $0.173519 | Details |
| Kilo Code | xiaomi/mimo-v2.6-flash-20260921 | 2–9 turns | $0.010797 | Details |
| Hermes Agent | xiaomi/mimo-v2.6-flash-20260921 | 50+ turns | $0.160997 | Details |
| Claude Code | xiaomi/mimo-v2.6-flash-20260921 | 10–49 turns | $0.027458 | Details |
| Claude Code | xiaomi/mimo-v2.6-flash-20260921 | 1 turn | $0.002371 | Details |
| Hermes Agent | xiaomi/mimo-v2.6-flash-20260921 | 1 turn | $0.001102 | Details |
| Hermes Agent | xiaomi/mimo-v2.6-flash-20260921 | 2–9 turns | $0.003517 | Details |
| Kilo Code | xiaomi/mimo-v2.6-flash-20260921 | 10–49 turns | $0.036375 | Details |
| Kilo Code | xiaomi/mimo-v2.6-flash-20260921 | 1 turn | $0.00016 | Details |
Source: OpenRouter, as of Nov 2, 2026. Published under CC BY 4.0. These are observed costs per session, not token prices or a forecast for your workload. Apps are compared separately.
Activity
Daily prompt and completion tokens reported for this model's routes in OpenRouter's top 50. Missing days have no published value.
148,114,770,535 tokens
566,971,371,537 tokens
1,105,679,845,786 tokens
1,291,458,541,757 tokens
1,159,762,918,202 tokens
1,228,958,683,003 tokens
1,427,697,417,292 tokens
1,428,245,402,682 tokens
1,460,529,646,933 tokens
1,340,271,290,700 tokens
1,336,416,469,917 tokens
1,313,166,812,974 tokens
1,319,163,685,911 tokens
1,518,957,374,333 tokens
1,586,449,582,384 tokens
1,681,413,844,019 tokens
1,750,823,318,780 tokens
1,761,276,599,564 tokens
1,716,490,188,648 tokens
1,441,967,357,944 tokens
1,599,516,527,750 tokens
1,659,004,761,743 tokens
1,531,870,757,021 tokens
1,510,297,555,345 tokens
1,441,946,219,662 tokens
1,152,794,546,850 tokens
1,043,256,798,572 tokens
1,230,561,128,342 tokens
1,135,166,342,595 tokens
1,053,191,635,261 tokens
941,696,525,587 tokens
852,297,715,972 tokens
511,092,942,407 tokens
349,306,065,984 tokens
477,451,090,246 tokens
520,331,895,089 tokens
446,243,941,323 tokens
425,905,616,899 tokens
382,512,896,539 tokens
445,069,287,174 tokens
319,420,108,241 tokens
358,857,178,707 tokens
353,565,738,283 tokens
280,746,804,252 tokens
Daily observations · 44 days
| Date (UTC) | Reported tokens | Reported routes |
|---|---|---|
| Nov 4, 2026 | 280,746,804,252 | 1 |
| Nov 3, 2026 | 353,565,738,283 | 1 |
| Nov 2, 2026 | 358,857,178,707 | 1 |
| Nov 1, 2026 | 319,420,108,241 | 1 |
| Oct 31, 2026 | 445,069,287,174 | 1 |
| Oct 30, 2026 | 382,512,896,539 | 1 |
| Oct 29, 2026 | 425,905,616,899 | 1 |
| Oct 28, 2026 | 446,243,941,323 | 1 |
| Oct 27, 2026 | 520,331,895,089 | 1 |
| Oct 26, 2026 | 477,451,090,246 | 1 |
| Oct 25, 2026 | 349,306,065,984 | 1 |
| Oct 24, 2026 | 511,092,942,407 | 1 |
| Oct 23, 2026 | 852,297,715,972 | 1 |
| Oct 22, 2026 | 941,696,525,587 | 1 |
| Oct 21, 2026 | 1,053,191,635,261 | 1 |
| Oct 20, 2026 | 1,135,166,342,595 | 1 |
| Oct 19, 2026 | 1,230,561,128,342 | 1 |
| Oct 18, 2026 | 1,043,256,798,572 | 1 |
| Oct 17, 2026 | 1,152,794,546,850 | 1 |
| Oct 16, 2026 | 1,441,946,219,662 | 1 |
| Oct 15, 2026 | 1,510,297,555,345 | 1 |
| Oct 14, 2026 | 1,531,870,757,021 | 1 |
| Oct 13, 2026 | 1,659,004,761,743 | 1 |
| Oct 12, 2026 | 1,599,516,527,750 | 1 |
| Oct 11, 2026 | 1,441,967,357,944 | 1 |
| Oct 10, 2026 | 1,716,490,188,648 | 1 |
| Oct 9, 2026 | 1,761,276,599,564 | 1 |
| Oct 8, 2026 | 1,750,823,318,780 | 1 |
| Oct 7, 2026 | 1,681,413,844,019 | 1 |
| Oct 6, 2026 | 1,586,449,582,384 | 1 |
| Oct 5, 2026 | 1,518,957,374,333 | 1 |
| Oct 4, 2026 | 1,319,163,685,911 | 1 |
| Oct 3, 2026 | 1,313,166,812,974 | 1 |
| Oct 2, 2026 | 1,336,416,469,917 | 1 |
| Oct 1, 2026 | 1,340,271,290,700 | 1 |
| Sep 30, 2026 | 1,460,529,646,933 | 1 |
| Sep 29, 2026 | 1,428,245,402,682 | 1 |
| Sep 28, 2026 | 1,427,697,417,292 | 1 |
| Sep 27, 2026 | 1,228,958,683,003 | 1 |
| Sep 26, 2026 | 1,159,762,918,202 | 1 |
| Sep 25, 2026 | 1,291,458,541,757 | 1 |
| Sep 24, 2026 | 1,105,679,845,786 | 1 |
| Sep 23, 2026 | 566,971,371,537 | 1 |
| Sep 22, 2026 | 148,114,770,535 | 1 |
Source: OpenRouter (openrouter.ai/rankings), as of Nov 5, 2026. CC BY 4.0. Totals include only individually published routes. Tokenizers differ by provider; the aggregated “other” category is never assigned to a model.
Technical details & API
Explore specifications, supported parameters, reasoning controls, and API identifiers for each OpenRouter route.
xiaomi/mimo-v2.6-flashObserved - Context
- 1,050,000
- Maximum output
- 131,072
- Tokenizer
- Other
- Input
- text, image, video, audio
- Output
- text
- Moderation
- No
- Added to OpenRouter
- 2026-09-21
https://openrouter.ai/api/v1xiaomi/mimo-v2.6-flashxiaomi/mimo-v2.6-flash-20260921XiaomiMiMo/MiMo-V2.6-Flash-RLReasoning
- Required
- No
- Enabled by default
- Not reported
- Default effort
- —
- Supported efforts
- —
Supported parameters
frequency_penaltyinclude_reasoninglogit_biaslogprobsmax_tokensmin_ppresence_penaltyreasoningrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_ktop_logprobstop_p
Default parameters
- top p
- 0.95
- temperature
- 1
- frequency penalty
- 0
Frequently asked questions
Answers based on the model metadata and serving offers currently in the catalog.
How much does MiMo-V2.6-Flash cost?
Listed rates start at $0.10 per million input tokens and $0.28 per million output tokens. Prices vary by provider and configuration; see Pricing for details.
Which providers offer MiMo-V2.6-Flash?
There are 38 cataloged offers across 28 providers. Compare model IDs, prices and limits in Providers.
What is the context window?
The cataloged model context is 1,048,576 tokens. Each serving endpoint may apply a different limit.
Does it support tools and structured output?
Tool calling: Not reported. Structured output: Not reported. Support can vary by endpoint.
Resources
Catalog history · 3 recorded revisions
Metadata observations since this model was first cataloged. These are not model release versions.
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837959ef9a30 - ·
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