Holo4 vs. LongCat-2.0 Comparison


Holo4 H Company	LongCat-2.0 LongCat	+	+
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About Holo4 is a family of generalist agentic AI models from H Company designed to operate software across graphical interfaces, code environments, MCP servers, APIs, desktop applications, the web, and mobile devices. The family includes a 27B dense model and a 35B-A3B Mixture-of-Experts model with 3B active parameters, both supporting a 256K context window. Unlike agents optimized around a single interface, Holo4 can click and type on screens, write and execute code, and call MCP or API tools depending on what a task requires. The models were trained with supervised fine-tuning and reinforcement learning on agentic workflows spanning desktop, web, MCP/API, mobile, coding, multimodal reasoning, and GUI grounding. Holo4 27B achieved 85.2% on OSWorld at a reported cost of $0.08 per task, while Holo4 35B-A3B scored 80.8% at $0.05 per task in H Company's evaluation.	About LongCat-2.0 is a 1.6 trillion total-parameter Mixture-of-Experts language model built on AI ASIC superpods, with about 48 billion parameters activated per token and strong performance across coding and agentic tasks. It is a substantial step up from previous LongCat models, combining large-scale sparse architecture with dedicated post-training for real-world software engineering, tool use, long-context reasoning, and multi-step agent workflows. LongCat-2.0 is trained and deployed entirely on AI ASIC superpods, with pretraining spanning more than 35 trillion tokens and millions of accelerator-hours, demonstrating frontier-scale training on alternative hardware platforms. To strengthen long-horizon tasks, the model introduces LongCat Sparse Attention and is trained on hundreds of billions of tokens of 1M-context data, giving it native support for ultra-long context tasks and reliable long-document understanding.
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 Not Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience AI developers, agent platform builders, automation teams, enterprises, and researchers that need generalist computer-use agents capable of completing multi-step workflows across GUIs, desktop and mobile applications, websites, code environments, MCP servers, and business APIs	Audience Developers and AI teams seeking a high-performance agentic model for coding, tool use, multi-step reasoning, and long-context 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 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 $0.40 per 1M tokens (input) Input: $0.40 per 1 million tokens Output: $3 per 1 million tokens Free Version Not Supported Free Trial Not Supported	Pricing No information available. 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 H Company Founded: 2023 France openai.com	Company Information LongCat Founded: 2023 China longcat.chat/blog/longcat-2.0/
Alternatives No Alternatives	Alternatives Claude Sonnet 5 Anthropic
	GLM-5.2 Z.ai
	Claude Opus 4.8 Anthropic
	GLM-5 Z.ai
View All	DeepSeek-V4-Pro DeepSeek View All
Categories AI Models Supported	Categories AI Coding Models Supported AI Models Supported

Integrations Hermes Agent Supported OpenClaw Supported .NET Supported Amp Supported Azure OpenAI Service Supported CSS Supported Charlie Supported Doraverse Supported GPT-5.4 nano Supported GitHub Copilot Supported Higgsfield Supercomputer Supported Java Supported Lua Supported Microsoft 365 Supported Microsoft Foundry Models Supported PHP Supported Perplexity Pro Supported Python Supported Ruby Supported ZeroHuman Supported Show More Integrations View All 129 Integrations	Integrations Hermes Agent Supported OpenClaw Supported .NET Not Supported Amp Not Supported Azure OpenAI Service Not Supported CSS Not Supported Charlie Not Supported Doraverse Not Supported GPT-5.4 nano Not Supported GitHub Copilot Not Supported Higgsfield Supercomputer Not Supported Java Not Supported Lua Not Supported Microsoft 365 Not Supported Microsoft Foundry Models Not Supported PHP Not Supported Perplexity Pro Not Supported Python Not Supported Ruby Not Supported ZeroHuman Not Supported Show More Integrations View All 3 Integrations
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