Holo4 vs. Laguna M.1 Comparison


Holo4 H Company	Laguna M.1 Poolside	+	+
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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 Laguna M.1 is Poolside’s most capable model for agentic coding, built and trained in-house for software development workflows. It is a 225B total-parameter Mixture of Experts model with 23B activated parameters, trained completely in-house on 30T tokens using 6,144 interconnected NVIDIA H200 GPUs. Poolside trained Laguna M.1 from scratch with its own data work, training codebase, and async on-policy reinforcement learning in its agent harness, all with agentic coding in mind. The model is designed to perform at its best inside Poolside’s coding agent, where it can reason through software tasks, interact with tools, edit code, run tests, and support longer autonomous development sessions. Laguna M.1 is built for developers and teams working on complex coding tasks that require stronger reasoning, architectural understanding, terminal use, and multi-step execution than lightweight models can provide.
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 engineering teams that need efficient AI models for agentic coding, long-horizon software development, and rapid coding iterations
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 Free Free Version 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 Supported Live Online Not Supported In Person Not Supported
Company Information H Company Founded: 2023 France openai.com	Company Information Poolside Founded: 2023 United States www.poolside.ai/models
Alternatives No Alternatives	Alternatives GLM-5.2 Z.ai
	Claude Opus 4.8 Anthropic
	Composer 2.5 Cursor
	Laguna XS.2 Poolside
View All	Poolside Poolside.ai View All
Categories AI Models Supported	Categories AI Coding Models Supported AI Models Supported

Integrations Hermes Agent Supported IntelliJ IDEA Supported OpenAI Codex Supported OpenClaw Supported OpenCode Supported OpenRouter Supported Visual Studio Code Supported AiAssistWorks Supported Amp Supported Bash Supported Charlie Supported ChatGPT Go Supported Ghost Supported JetBrains AI Assistant Supported Kilo Code Not Supported Kotlin Supported Lorka Supported Microsoft Teams Supported NextDocs Supported Node.js Supported Show More Integrations View All 129 Integrations	Integrations Hermes Agent Supported IntelliJ IDEA Supported OpenAI Codex Supported OpenClaw Supported OpenCode Supported OpenRouter Supported Visual Studio Code Supported AiAssistWorks Not Supported Amp Not Supported Bash Not Supported Charlie Not Supported ChatGPT Go Not Supported Ghost Not Supported JetBrains AI Assistant Not Supported Kilo Code Supported Kotlin Not Supported Lorka Not Supported Microsoft Teams Not Supported NextDocs Not Supported Node.js Not Supported Show More Integrations View All 18 Integrations
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