Holo4 vs. Sarvam-M Comparison


Holo4 H Company	Sarvam-M Sarvam	+	+
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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 Sarvam-M is a multilingual, hybrid-reasoning large language model designed to deliver strong performance across Indian languages, mathematical reasoning, and programming tasks within a single, efficient system. Built on top of Mistral-Small, it is a 24-billion-parameter text-only model that has been enhanced through supervised fine-tuning, reinforcement learning with verifiable rewards, and inference optimizations to improve both accuracy and efficiency. The model is specifically trained to handle more than ten major Indic languages, supporting native scripts, romanized text, and code-mixed inputs, enabling seamless multilingual communication across diverse linguistic contexts. Sarvam-M introduces a hybrid reasoning approach that allows it to switch between “thinking” mode for complex tasks like math, logic, and coding, and faster response mode for everyday interactions, balancing performance and speed.
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 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 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 building multilingual applications who need a reasoning-capable model optimized for Indian languages, coding, and mathematical tasks
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support 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 Supported In Person Not Supported
Company Information H Company Founded: 2023 France openai.com	Company Information Sarvam Founded: 2023 India www.sarvam.ai/blogs/sarvam-m
Alternatives No Alternatives	Alternatives Sarvam 105B Sarvam
	Sarvam Indus Sarvam
	Sarvam 30B Sarvam
	GigaChat 3 Ultra Sberbank
View All	Mistral Large 2 Mistral AI View All
Categories AI Models Supported	Categories AI Models Supported Large Language Models Supported

Integrations Astra for Law Supported Augment Code Supported Brokk Supported ChatGPT Pro Supported EaseMate AI Supported GPT-5.5 Thinking Supported HTML Supported LaunchLemonade Supported Lovable Supported Lua Supported Microsoft 365 Copilot Supported Microsoft Excel Supported Oh My OpenAgent Supported Oz Supported PHP Supported R Supported Scala Supported Transor Supported Vercel AI Gateway Supported ZooClaw Supported Show More Integrations View All 129 Integrations	Integrations Astra for Law Not Supported Augment Code Not Supported Brokk Not Supported ChatGPT Pro Not Supported EaseMate AI Not Supported GPT-5.5 Thinking Not Supported HTML Not Supported LaunchLemonade Not Supported Lovable Not Supported Lua Not Supported Microsoft 365 Copilot Not Supported Microsoft Excel Not Supported Oh My OpenAgent Not Supported Oz Not Supported PHP Not Supported R Not Supported Scala Not Supported Transor Not Supported Vercel AI Gateway Not Supported ZooClaw Not Supported Show More Integrations View All 1 Integration
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