Kimi K2.5 vs. Muse Ember Comparison


Kimi K2.5 Moonshot AI	Muse Ember Meta	+	+
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About Kimi K2.5 is a next-generation multimodal AI model designed for advanced reasoning, coding, and visual understanding tasks. It features a native multimodal architecture that supports both text and visual inputs, enabling image and video comprehension alongside natural language processing. Kimi K2.5 delivers open-source state-of-the-art performance in agent workflows, software development, and general intelligence tasks. The model offers ultra-long context support with a 256K token window, making it suitable for large documents and complex conversations. It includes long-thinking capabilities that allow multi-step reasoning and tool invocation for solving challenging problems. Kimi K2.5 is fully compatible with the OpenAI API format, allowing developers to switch seamlessly with minimal changes. With strong performance, flexibility, and developer-focused tooling, Kimi K2.5 is built for production-grade AI applications.	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 Supported Mac Supported Linux Supported Cloud Supported On-Premises 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 Kimi K2.5 is ideal for AI developers, engineers, and companies building advanced multimodal, reasoning-heavy, or agent-based applications that require long context and high coding performance	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 Open source 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 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	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

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 Moonshot AI Founded: 2023 China platform.moonshot.ai/	Company Information Meta Founded: 2004 United States research.meta.ai/blog/muse-ember
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GPT-5.5 OpenAI 5.0 out of 5 stars	Muse Spark Open Meta 5.0 out of 5 stars
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Kimi K2.6 Moonshot AI	Muse Spark 1.1 Meta 5.0 out of 5 stars
Kimi K3 Moonshot AI 5.0 out of 5 stars 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 AiAssistWorks Supported Brokk Supported Cherry Studio Supported Claw Code Supported Hermes Agent Supported Kimi Supported Kimi Claw Supported Kimi Code Supported Kimi Work Supported Meta AI Not Supported Muse Not Supported NVIDIA TensorRT Supported Oh My OpenAgent Supported OpenClaw Supported Pi Agent Supported PrivatClaw Supported Rapid Claw Supported Shiori Supported Together AI Supported ZooClaw Supported Show More Integrations View All 28 Integrations	Integrations AiAssistWorks Not Supported Brokk Not Supported Cherry Studio Not Supported Claw Code Not Supported Hermes Agent Not Supported Kimi Not Supported Kimi Claw Not Supported Kimi Code Not Supported Kimi Work Not Supported Meta AI Supported Muse Supported NVIDIA TensorRT Not Supported Oh My OpenAgent Not Supported OpenClaw Not Supported Pi Agent Not Supported PrivatClaw Not Supported Rapid Claw Not Supported Shiori Not Supported Together AI Not Supported ZooClaw Not Supported Show More Integrations View All 4 Integrations
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