mimo-v2.6-pro-ultraspeed

MiMo-V2.6-Pro-UltraSpeed / Chat

Commercial
ID: mimo-v2.6-pro-ultraspeed

High-speed edition of Xiaomi's 1T-parameter flagship, delivering roughly 10x output speed while matching the original model's quality. Features a 1M-token context window and native multimodal input (text, image, video, audio). Optimized for latency-sensitive agentic workflows, coding, and long-horizon tasks

Entrada$4.35/ 1M Tokens(4350 Créditos)
Salida$8.7/ 1M Tokens(8700 Créditos)
0
0

Press Enter to add, Backspace to remove

1
0.95
Conversación de Chat

Playground Chat

Inicie una conversación con el modelo de IA. Puede preguntar lo que desee.

0

Las respuestas generadas por IA pueden variar en precisión.

MiMo V2.6 Pro • Thinking Chat

MiMo V2.6 ProConfigurable Thinking Production Chat

MiMo V2.6 Pro is a production chat model with required thinking control, streaming options, frequency penalties, stop sequences, and max completion tokens.

thinking.type Required Toggle
Streaming Optional
Frequency Penalty
Max Completion Tokens
ByteDance Seed Foundation Architecture
Commercial License & Enterprise SLA
Pro
MiMo Tier
Req
Thinking Control
MiMo V2.6 Pro Hero

At a Glance

Pro
MiMo Tier
V2.6 family
Req
Thinking Control
thinking.type
Off
Stream Default
Optional on
Stop
Sequences
Bounded output
Capability Highlights

MiMo V2.6 Pro Stack

Thinking-first chat for product surfaces.

01

Required Thinking Control

thinking.type is a required field — enable or disable deep thinking explicitly on every request.

thinking.typeRequired
Thinking Required
02

Streaming Optional

stream defaults to false; turn it on for chat UIs that need progressive paint.

streamOptional
Optional Streaming
03

Frequency Penalty

frequency_penalty reduces repetitive tokens for cleaner long-form replies.

frequency_penaltyDiversity
Frequency Penalty
04

Completion Caps & Stop

max_completion_tokens and stop sequences bound output for parsers and cost control.

max_completion_tokensstop
Completion Caps
How It Works

How It Works

Explicit thinking chat path.

01

Set thinking.type

Required field — enable or disable deep thinking every request.

02

Choose Streaming

Turn stream on for UIs; leave off for batch jobs.

03

Bound Output

Use max_completion_tokens and stop for parsers.

04

Reduce Repetition

Apply frequency_penalty for cleaner long-form text.

MiMo V2.6 Pro Domains

Where thinking control is explicit.

CX

Reasoned Support

Thinking on for complex tickets; off for simple labels.

thinking.type
Content

Long-Form Drafts

Frequency penalty for cleaner prose.

Penalty
Ops

Batch Jobs

Streaming off for simple single-shot pipelines.

stream off
Agents

Agent Turns

Stop-bounded outputs for tool loops.

stop
Best Practices

Prompt Tips

Keep MiMo V2.6 Pro predictable.

Always set thinking.type

It is required. Decide per turn whether the task needs deep thinking.

Enable stream for chat UIs

Default is off — turn it on when users should see progressive output.

Cap completions for cost

max_completion_tokens prevents runaway long answers.

Developer Quickstart

MiMo V2.6 Pro Quickstart

Thinking-controlled production chat.

curl -X POST "https://api.powertokens.ai/v1/chat/completions" \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "mimo-v2.6-pro",
    "messages": [
      {"role": "user", "content": "Explain the tradeoffs between dense and sparse LLM inference in production."}
    ],
    "stream": true,
    "temperature": 0.7
  }'

Technical Specifications

Confirmed parameters and runtime execution protocols.

Provider & Model ID
Xiaomi MiMo • mimo-v2.6-pro
Thinking
thinking.type required — enabled or disabled
Streaming
stream optional (default false)
Sampling
Temperature (1), top_p (0.95)
Penalties
frequency_penalty (default 0)
Output Limits
max_completion_tokens optional
Stop Sequences
stop array supported
Protocol
Chat completions
Billing
Token-based
API Endpoint
POST /v1/chat/completions

Detalles de precios

La facturación real de este modelo se calcula dinámicamente en función de los parámetros específicos de su solicitud API. A continuación se muestran las combinaciones específicas y sus precios correspondientes:

Standard
Precio de entrada
$4.350(4,350 / 1M Tokens)
Precio de salida
$8.700(8,700 / 1M Tokens)
Caché implícito
$0.040(40/ 1M Tokens)
Caché explícito
$0.040(40/ 1M Tokens)
Creación de caché
--
Ecosystem Models

Recommended Related Models

Explore complementary video and multimodal models with your unified API key.

Browse All Models
GLM-5.3
chatCommercial
GLM-5.3

GLM-5.3

glm-5.3

Zhipu AI's flagship text model optimized for complex software engineering and long-horizon Agent tasks. Features a 1M-token context window with mandatory reasoning (3 levels: low/high/max). Coding capability improved 50% over GLM-5.2 on Z.ai Code Bench; scores SOTA on Terminal Bench 3.0. Excels in cybersecurity tasks (cyber vulnerability discovery)

ChatText Generation
MiniMax-M3.1-Flash
chatCommercial
MiniMax-M3.1-Flash

MiniMax-M3.1-Flash

MiniMax-M3.1-Flash

Next-gen efficiency-focused multimodal model (428B MoE) for agentic workflows, coding, and computer use . Features a 1M-token context window and tunable thinking depth (low–max) . Scores 73.7% on DeepSWE v1.1, 61.7 on OSWorld V2, and 82% on CyberGym, while delivering 200+ TPS output speed at 70% lower agent-task cost than its predecessor

ChatText Generation
GLM-5.3 Flash
chatCommercial
GLM-5.3 Flash

GLM-5.3 Flash

glm-5.3-flash

Z.ai's native multimodal model (320B-A18B) with text, image, video, and file input. Features hybrid sparse + linear attention, reducing attention compute 3x and KV cache 4.4x vs. GLM-5.3. Scores 57 on Artificial Analysis Intelligence Index—matching Claude Opus 4.8—with 1M context and 128K max output. Excels in agentic coding, vision-based Computer Use, and CAD reproduction

ChatText Generation
Qwen3.8 Flash
chatCommercial
Qwen3.8 Flash

Qwen3.8 Flash

qwen3.8-flash

Alibaba's cost-efficient multimodal reasoning model. Supports text, image, and video inputs with text output. Features a native 1M-token context window for long documents, codebases, and agentic workflows. Excels in coding assistance, desktop interaction, chart analysis, and long-video understanding. Compatible with OpenAI/Anthropic protocols for seamless integration

ChatText Generation

Frequently Asked Questions

Everything you need to know before integrating this model.

Yes. Every request must set thinking.type to enabled or disabled.

Start Building with MiMo V2.6 Pro Today

Create an account in seconds to receive free test credits. No upfront payment or long-term contract required.

    MiMo-V2.6-Pro-UltraSpeed | PowerTokens