Holo4 vs. Phi-4-reasoning Comparison


Holo4 H Company	Phi-4-reasoning Microsoft	+	+
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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 Phi-4-reasoning is a 14-billion parameter transformer-based language model optimized for complex reasoning tasks, including math, coding, algorithmic problem solving, and planning. Trained via supervised fine-tuning of Phi-4 on carefully curated "teachable" prompts and reasoning demonstrations generated using o3-mini, it generates detailed reasoning chains that effectively leverage inference-time compute. Phi-4-reasoning incorporates outcome-based reinforcement learning to produce longer reasoning traces. It outperforms significantly larger open-weight models such as DeepSeek-R1-Distill-Llama-70B and approaches the performance levels of the full DeepSeek-R1 model across a wide range of reasoning tasks. Phi-4-reasoning is designed for environments with constrained computing or latency. Fine-tuned with synthetic data generated by DeepSeek-R1, it provides high-quality, step-by-step problem solving.
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 Educators and developers seeking an AI tool offering models for complex reasoning tasks
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Not 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 Supported Live Online Supported In Person Supported
Company Information H Company Founded: 2023 France openai.com	Company Information Microsoft Founded: 1975 United States azure.microsoft.com/en-us/blog/one-year-of-phi-small-language-models-making-big-leaps-in-ai/
Alternatives No Alternatives	Alternatives Phi-4-mini-reasoning Microsoft
	Phi-4-reasoning-plus Microsoft
	Open R1 Open R1
	DeepSeek R1 DeepSeek
View All	DeepCoder Agentica Project View All
Categories AI Models Supported	Categories AI Models Supported AI Reasoning Models Supported Small Language Models Supported

Integrations Microsoft Foundry Supported Microsoft Foundry Models Supported Amazon Web Services (AWS) Supported Amp Supported Brokk Supported CSS Supported ChatGPT Canvas Supported ChatGPT Pro Supported Cursor Supported Flowise Supported GPT-5.4 nano Supported GPT-5.5-Cyber Supported GitHub Supported GitHub Copilot Supported Kineto by JetBrains Supported Kotlin Supported Kubernetes Supported Lua Supported OpenAI Supported OpenRouter Supported Show More Integrations View All 129 Integrations	Integrations Microsoft Foundry Supported Microsoft Foundry Models Supported Amazon Web Services (AWS) Not Supported Amp Not Supported Brokk Not Supported CSS Not Supported ChatGPT Canvas Not Supported ChatGPT Pro Not Supported Cursor Not Supported Flowise Not Supported GPT-5.4 nano Not Supported GPT-5.5-Cyber Not Supported GitHub Not Supported GitHub Copilot Not Supported Kineto by JetBrains Not Supported Kotlin Not Supported Kubernetes Not Supported Lua Not Supported OpenAI Not Supported OpenRouter Not Supported Show More Integrations View All 4 Integrations
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