GigaChat 3 Ultra vs. Holo4 Comparison


GigaChat 3 Ultra Sberbank	Holo4 H Company	+	+
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About GigaChat 3 Ultra is a 702-billion-parameter Mixture-of-Experts model built from scratch to deliver frontier-level reasoning, multilingual capability, and deep Russian-language fluency. It activates just 36 billion parameters per token, enabling massive scale with practical inference speeds. The model was trained on a 14-trillion-token corpus combining natural, multilingual, and high-quality synthetic data to strengthen reasoning, math, coding, and linguistic performance. Unlike modified foreign checkpoints, GigaChat 3 Ultra is entirely original—giving developers full control, modern alignment, and a dataset free of inherited limitations. Its architecture leverages MoE, MTP, and MLA to match open-source ecosystems and integrate easily with popular inference and fine-tuning tools. With leading results on Russian benchmarks and competitive performance on global tasks, GigaChat 3 Ultra represents one of the largest and most capable open-source LLMs in the world.	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.
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 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
Audience GigaChat 3 Ultra is designed for advanced AI teams, researchers, and enterprises seeking a massive open-source frontier model with top-tier reasoning, multilingual strength, and deep Russian-language mastery	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
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos No images available	Screenshots and Videos View more images or videos
Pricing Free Open source Free Version Supported Free Trial Not Supported	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
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 Sberbank Founded: 1841 Russia giga.chat	Company Information H Company Founded: 2023 France openai.com
Alternatives GigaChat Sberbank	Alternatives No Alternatives
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Categories AI Models Supported Large Language Models Supported	Categories AI Models Supported

Integrations Bash Not Supported C# Not Supported ChatGPT Plus Not Supported Codex CLI Not Supported Dart Not Supported Databricks Not Supported GPT-5.4 nano Not Supported GPT-5.5 Thinking Not Supported Ghost Not Supported GitHub Copilot Not Supported HTML Not Supported JetBrains AI Assistant Not Supported Kimi K2 Thinking Not Supported Microsoft Foundry Models Not Supported OpenAI Codex Not Supported Prism Not Supported PrivatClaw Not Supported Ruby Not Supported Use AI Not Supported ZeroHuman Not Supported Show More Integrations View All 1 Integration	Integrations Bash Supported C# Supported ChatGPT Plus Supported Codex CLI Supported Dart Supported Databricks Supported GPT-5.4 nano Supported GPT-5.5 Thinking Supported Ghost Supported GitHub Copilot Supported HTML Supported JetBrains AI Assistant Supported Kimi K2 Thinking Supported Microsoft Foundry Models Supported OpenAI Codex Supported Prism Supported PrivatClaw Supported Ruby Supported Use AI Supported ZeroHuman Supported Show More Integrations View All 129 Integrations
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