opendunes

MiMo-V2.6-Flash

by XiaomiReleased 21 September 2026

MiMo-V2.6-Flash is the efficient member of Xiaomi's MiMo-V2.6 line, and you can download it and run it yourself. It takes text, pictures, video and audio, writes back text, and keeps about 1,000 pages in mind at once. Xiaomi built it for long jobs it works through on its own, across coding, reading images, general questions and research.

TakesTextImagesVideoAudio
GivesText

What it costs

You pay for what each request uses. No subscription, no minimum.

≈ 0,093 DA per message3 000 DA buys about 32 000 messages

One message, the ordinary use

1 000 tokens sent× 46,60 DA per 1M0,047 DA
500 tokens back× 93,19 DA per 1M0,047 DA
Total≈ 0,093 DA

Every rate

Meter↑ you send↓ comes back
Text tokens46,60 DA93,19 DA
Cached tokens read1,00 DA

per 1M tokens

Answer a quick question≈ 0,030 DA
Reply to a customer email≈ 0,065 DA
Read an invoice photo and pull out the total≈ 0,076 DA
Review a 300-line pull request≈ 0,27 DA
Summarise a 20-page report≈ 0,62 DA
When you pay
After the answer, from your balance. Nothing is held.
Why it varies
A longer question or a longer answer costs more.
After each one
The exact charge shows on the request.
DepositDeposits from 50 DA, with Edahabia or CIB.

Where your request runs

Eight companies run this model. OpenDunes sends each request to one of them, picked by price and speed. If it fails, the next one takes it. DA per 1M tokens: ↑ what you send · ↓ what comes back.

Darkbloom…
↑ Sent, per 1M
33,28 DA
↓ Back, per 1M
93,19 DA
Cache read
16,64 DA
Latency
…
Throughput
…
GMICloud20 % offUnited States…
↑ Sent, per 1M
Was 46,6037,28 DA
↓ Back, per 1M
Was 93,2074,56 DA
Cache read
Was 1,000,80 DA
Latency
…
Throughput
…
Cohere…
↑ Sent, per 1M
46,60 DA
↓ Back, per 1M
93,19 DA
Cache read
1,00 DA
Latency
…
Throughput
…
Makora…
↑ Sent, per 1M
46,60 DA
↓ Back, per 1M
93,19 DA
Cache read
1,00 DA
Latency
…
Throughput
…
DeepInfraUnited States…
↑ Sent, per 1M
46,60 DA
↓ Back, per 1M
93,19 DA
Cache read
0,93 DA
Latency
…
Throughput
…
XiaomiAsia · Europe…
↑ Sent, per 1M
46,60 DA
↓ Back, per 1M
93,19 DA
Cache read
0,93 DA
Latency
…
Throughput
…
VeniceUnited States…
↑ Sent, per 1M
58,25 DA
↓ Back, per 1M
116,49 DA
Cache read
1,25 DA
Latency
…
Throughput
…
TenstorrentUnited States…
↑ Sent, per 1M
66,57 DA
↓ Back, per 1M
133,13 DA
Cache read
1,33 DA
Latency
…
Throughput
…
Provider↑ Sent↓ BackCache readLatencyThroughputUptime
Darkbloom33,28 DA93,19 DA16,64 DA………
GMICloud20 % offUnited StatesWas 46,6037,28 DAWas 93,2074,56 DAWas 1,000,80 DA………
Cohere46,60 DA93,19 DA1,00 DA………
Makora46,60 DA93,19 DA1,00 DA………
DeepInfraUnited States46,60 DA93,19 DA0,93 DA………
XiaomiAsia · Europe46,60 DA93,19 DA0,93 DA………
VeniceUnited States58,25 DA116,49 DA1,25 DA………
TenstorrentUnited States66,57 DA133,13 DA1,33 DA………

You pay the price of the provider that served your request. Prices read 15:06 · speed over the last 30 minutes · uptime over 3 days.

See it in action

Real requests, real replies. Try any of them yourself — one click, pre-filled.

Understands images
You send

What's the total on this invoice, and when is it due?

invoice-scan.jpg · photo
It replied

The total is 42 300,00 DA, due 5 September 2026. Worth a double-check: the handwritten day could read as 8 instead of 3.

Try in Chat Lab
Structured output
You send

Turn this customer email into JSON with intent, urgency and order_id.

customer-email.txt
It replied

{ "intent": "refund", "urgency": "high", "order_id": "OD-58421" }

Try in Chat Lab

Try your own request — same model, pre-selected.

Open Chat Lab

Call it in code

Swap the base URL and the key. Your OpenAI code runs unchanged.

POST /v1/chat/completions
Base URL
https://opendunes.com/v1
Model ID
xiaomi/mimo-v2.6-flash
import os
from openai import OpenAI

client = OpenAI(
    base_url="https://opendunes.com/v1",
    api_key=os.environ["OPENDUNES_API_KEY"],
)

resp = client.chat.completions.create(
    model="xiaomi/mimo-v2.6-flash",
    messages=[{"role": "user", "content": "Two lines to welcome a shop in Oran."}],
)

print(resp.choices[0].message.content)

Runs this request once on your balance.

Parameters you can send

Standard OpenAI fields, grouped by what they control. Anything not listed is accepted and ignored.

Shaping the reply

How long, how varied, where to stop.

max_tokenstemperaturetop_ptop_kmin_pstopseedfrequency_penaltypresence_penaltyrepetition_penaltylogit_biaslogprobstop_logprobs

Reasoning

Let it think before answering — and see the thinking.

reasoninginclude_reasoning

Structured output

Get JSON you can parse instead of prose.

response_formatstructured_outputs

Tools

Let the model call your functions.

toolstool_choiceparallel_tool_calls

Questions about MiMo-V2.6-Flash

  • How much does MiMo-V2.6-Flash cost in dinars?

    About 0,093 DA per message. ↑ 46,60 DA · ↓ 93,19 DA per 1M tokens.

  • Is MiMo-V2.6-Flash free? Can I try it?

    No. You pay per use from your balance, with no subscription. Try it in Chat at the same price.

  • What is MiMo-V2.6-Flash best for?

    MiMo-V2.6-Flash is the efficient member of Xiaomi's MiMo-V2.6 line, and you can download it and run it yourself. It takes text, pictures, video and audio, writes back text, and keeps about 1,000 pages in mind at once. Xiaomi built it for long jobs it works through on its own, across coding, reading images, general questions and research.

  • MiMo-V2.6-Flash or MiMo-V2.6-Pro-UltraSpeed?

    MiMo-V2.6-Pro-UltraSpeed costs 2,81 DA more for the same message.

  • How do I pay for MiMo-V2.6-Flash without an international card?

    Deposit dinars with your Edahabia or CIB card. Every model, MiMo-V2.6-Flash included, is paid from that balance. No foreign card, no conversion.

  • Does MiMo-V2.6-Flash work in Arabic, French or Darja?

    Xiaomi tags the model for English and Chinese. Arabic, French and Darja are not named.

  • Can it read PDFs, images or a whole book?

    It reads text, images, video and audio. Up to 1.1M tokens in one request, about 1 000 pages. It writes up to 98 000 words at once.

  • Is MiMo-V2.6-Flash open source?

    Yes, its weights are public. Open weights on Hugging Face

  • Who makes MiMo-V2.6-Flash, and when was it released?

    Xiaomi. Released 21 September 2026.

Other Xiaomi models, priced in dinars

See all Xiaomi models
MiMo-V2.6-ProXiaomi · Sep 21, 2026

#6 for SVG drawings · MiMo-V2.6-Pro is Xiaomi's flagship, made for the most demanding work. It takes text, pictures, video and audio, writes back text, and keeps about 1,000 pages in mind at once. Xiaomi built it for long jobs it works through on its own, across coding, reading images, general questions and research.

Thinks firstUses your tools1 000 pages at once
≈0,29 DAper message
View model
MiMo-V2.6-Pro-UltraSpeedXiaomi · Sep 21, 2026

An UltraSpeed edition of MiMo-V2.6-Pro built from the same trillion-parameter checkpoint, matching its quality while generating about ten times faster, for long agent tasks in coding, vision and research

Thinks firstUses your tools1 000 pages at once
≈2,90 DAper message
View model
MiMo-V2.5Xiaomi · Apr 22, 2026

MiMo-V2.5 takes in text, pictures, audio and video and writes back text, keeping about 1,000 pages in mind at once. Xiaomi says it handles multi-step jobs on its own as well as its Pro model while costing about half as much to run, and that it understands images and video better than the older MiMo-V2-Omni. Use it for work that mixes long documents with pictures or clips.

Thinks firstUses your tools1 000 pages at once
≈0,47 DAper message
View model
MiMo-V2.5-ProXiaomi · Apr 22, 2026

MiMo-V2.5-Pro reads text and writes text, keeping about 1,000 pages in mind at once and writing up to about 130 pages in one answer. It is Xiaomi's flagship for software engineering and long jobs it works through on its own, and Xiaomi says it can finish jobs that a team of specialists would spend days or weeks on, using the tools you connect more than a thousand times. Pick it for hard programming work.

Thinks firstUses your tools1 000 pages at once
≈0,46 DAper message
View model