MiMo-V2.6-Pro vs. Muse Ember Comparison


MiMo-V2.6-Pro Xiaomi Technology 5.0 out of 5 stars	Muse Ember Meta	+	+
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About MiMo-V2.6-Pro is Xiaomi MiMo’s most capable open-source omnimodal AI model, built for coding, general agent workflows, visual tasks, research, and multimodal creation. The model combines strong software engineering capabilities with computer use, 3D spatial reasoning, visual perception, and tool use for complex multi-step work. MiMo-V2.6-Pro can build interactive 3D environments, generate Blender models, create frontend interfaces and presentations, and coordinate agents to refine outputs through visual feedback. It also supports research workflows such as literature review, computational experimentation, materials discovery, and formal mathematical proof development. Xiaomi trained the model with large-scale reinforcement learning across coding, general agents, visual tasks, and cybersecurity environments and has open-sourced the technical report, training environments, and RL code.	About Muse Ember is an efficient multimodal AI model developed by Meta for autonomous agents, software engineering, complex reasoning, and high-volume task automation. The model specializes in repetitive agentic operations such as tool calling, code analysis, information extraction, workflow routing, and document processing. It supports text, images, audio, video, and PDF inputs with a one-million-token context window and a maximum output length of 512,000 tokens. Muse Ember can execute multistep business workflows, analyze large software repositories, perform coding tasks, and interpret visual information from documents and screenshots. Its cost-efficient architecture makes it suitable for multi-agent systems in which larger models handle planning while Muse Ember executes frequent subtasks. The model is available through Meta Model API and Muse Code, with API pricing starting at $0.10 per million input tokens and $0.50 per million output tokens.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience AI developers, software engineers, researchers, agent builders, designers, technical teams, and organizations that need an open-source multimodal model for coding, automation, visual creation, research, and complex tool-using workflows	Audience AI developers, autonomous agent developers, software engineers, machine learning engineers, enterprise automation teams, data engineers, AI infrastructure providers, coding assistant developers, business process automation specialists, and organizations seeking cost-efficient multimodal AI, long-context reasoning, automated tool execution, document processing, software engineering assistance, and scalable multi-agent workflows
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free $0.435 per 1 million tokens input $0.87 per 1 million tokens output Free Version Supported Free Trial Not Supported	Pricing $0.10 per 1M tokens (input) $0.10 per million input tokens and $0.50 per million output tokens Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 5.0 / 5 features 5.0 / 5 Read all reviews	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Pros & Cons from Real Users Pros What impressed me most is how comfortable it feels with really large, messy tasks. The 1M-token context window is genuinely useful when I am working across a big repo, long documentation, research material, or an agent session with a lot of tool history. The multimodal support is another big win. Being able to feed it text, screenshots, video, and audio makes it useful for much more than coding alone. Xiaomi is clearly aiming for a model that can sit at the center of a full agent workflow instead of just answering prompts. I also like the pricing a lot. Xiaomi lists API pricing at $0.435 per million uncached input tokens and $0.87 per million output tokens, which is extremely aggressive for a model in this capability tier. Cons The main downside is that it can be more model than I need for simple tasks. For quick edits or lightweight automation, I would probably use MiMo-V2.6-Flash instead and save Pro for the harder work.
Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Xiaomi Technology Founded: 2010 China mimo.xiaomi.com	Company Information Meta Founded: 2004 United States research.meta.ai/blog/muse-ember
Alternatives Claude Fable 5.2 Anthropic 5.0 out of 5 stars	Alternatives GPT-6 Luna OpenAI 5.0 out of 5 stars
Gemini 4 Carbon Google	Muse Spark Open Meta 5.0 out of 5 stars
GPT-6.1 Terra OpenAI 5.0 out of 5 stars	Muse Wonder Meta 5.0 out of 5 stars
MiMo-V2.6-Flash Xiaomi Technology 5.0 out of 5 stars	Muse Spark 1.1 Meta 5.0 out of 5 stars
MiMo-V2.6-Pro-UltraSpeed Xiaomi Technology View All	Muse Wonder Full Meta 5.0 out of 5 stars View All
Categories AI Coding Models Supported AI Models Supported AI Reasoning Models Supported AI Vision Models Supported Foundation Models Supported Large Language Models Supported Multimodal Models Supported Open-Weight AI Models Supported	Categories AI Coding Models Supported AI Models Supported AI Reasoning Models Supported Foundation Models Supported Large Language Models Supported Multimodal Models Supported

Integrations BLACKBOX AI Supported Canopy Wave Supported Cline Supported ClinePass Supported Google Cloud Platform Not Supported Hermes Agent Supported Hugging Face Supported Kilo Code Supported Meta AI Not Supported Muse Not Supported Muse Code Not Supported OpenClaw Supported OpenCode Supported OpenRouter Supported Roo Code Supported Shiori Supported Vercel AI Gateway Supported Xiaomi MiMo Supported Xiaomi MiMo Desktop Supported Xiaomi MiMo Studio Supported Show More Integrations View All 16 Integrations	Integrations BLACKBOX AI Not Supported Canopy Wave Not Supported Cline Not Supported ClinePass Not Supported Google Cloud Platform Supported Hermes Agent Not Supported Hugging Face Not Supported Kilo Code Not Supported Meta AI Supported Muse Supported Muse Code Supported OpenClaw Not Supported OpenCode Not Supported OpenRouter Not Supported Roo Code Not Supported Shiori Not Supported Vercel AI Gateway Not Supported Xiaomi MiMo Not Supported Xiaomi MiMo Desktop Not Supported Xiaomi MiMo Studio Not Supported Show More Integrations View All 4 Integrations
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