DeepSeek R1 vs. DeepSeekMath Comparison


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About DeepSeek-R1 is an advanced open-source reasoning model developed by DeepSeek, designed to rival OpenAI's Model o1. Accessible via web, app, and API, it excels in complex tasks such as mathematics and coding, demonstrating superior performance on benchmarks like the American Invitational Mathematics Examination (AIME) and MATH. DeepSeek-R1 employs a mixture of experts (MoE) architecture with 671 billion total parameters, activating 37 billion parameters per token, enabling efficient and accurate reasoning capabilities. This model is part of DeepSeek's commitment to advancing artificial general intelligence (AGI) through open-source innovation.	About DeepSeekMath is a specialized 7B parameter language model developed by DeepSeek-AI, designed to push the boundaries of mathematical reasoning in open-source language models. It starts from the DeepSeek-Coder-v1.5 7B model and undergoes further pre-training with 120B math-related tokens sourced from Common Crawl, alongside natural language and code data. DeepSeekMath has demonstrated remarkable performance, achieving a 51.7% score on the competition-level MATH benchmark without external tools or voting techniques, closely competing with the likes of Gemini-Ultra and GPT-4. The model's capabilities are enhanced by a meticulous data selection pipeline and the introduction of Group Relative Policy Optimization (GRPO), which optimizes both mathematical reasoning and memory usage. DeepSeekMath is available in base, instruct, and RL versions, supporting both research and commercial use, and is aimed at those looking to explore or apply advanced mathematical problem-solving in AI contexts.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Supported iPhone Supported iPad Supported Android Supported Chromebook 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 Researchers, developers, and organizations seeking advanced, open-source reasoning models for complex tasks like mathematics, programming, and AI-driven problem-solving	Audience DeepSeekMath is designed for researchers, developers, and organizations seeking advanced AI-driven solutions for complex mathematical problem-solving and analysis
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 Not 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 Free Open source Free Version Supported Free Trial Not Supported	Pricing Free Open source Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews	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
Pros & Cons from Real Users Pros DeepSeek-R1 is a remarkable AI model that has significantly enhanced my data analysis tasks. Its open-source nature allows for extensive customization, making it adaptable to various project needs. The model's performance is on par with leading AI models, yet it operates at a fraction of the cost, which is a substantial advantage. Additionally, DeepSeek-R1's integration capabilities with web, app, and API platforms provide flexibility in deployment across different environments. Cons Haven't found any cons yet. This model is so capable.
Training Documentation Not 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 DeepSeek Founded: 2023 China www.deepseek.com	Company Information DeepSeek Founded: 2023 China deepseek.com
Alternatives Claude Sonnet 3.5 Anthropic	Alternatives DeepSeek R1 DeepSeek
Claude Sonnet 3.7 Anthropic	DeepSeek-Coder-V2 DeepSeek
Claude Sonnet 4 Anthropic	DeepScaleR Agentica Project
Phi-4-reasoning-plus Microsoft	Interactive Mathematics
GLM-5 Z.ai View All	CameraMath View All
Categories Agentic AI Supported AI Agents Supported AI Coding Models Supported AI Models Supported AI Reasoning Models Supported Foundation Models Supported Large Language Models Supported Open-Weight AI Models Supported	Categories AI Math Solvers Supported AI Models Supported

Integrations Aider Supported C# Supported CSS Supported Clojure Supported Elixir Supported Forge Code Supported GitHub Supported Kotlin Supported Microsoft Foundry Models Supported Ontosight.ai Supported Scout Supported SecondBrain Supported Semantic Kernel Supported Simtheory Supported Snowflake Supported StepFun Supported TypeThink Supported Vivgrid Supported Zemith Supported iMini Supported Show More Integrations View All 88 Integrations	Integrations Aider Not Supported C# Not Supported CSS Not Supported Clojure Not Supported Elixir Not Supported Forge Code Not Supported GitHub Not Supported Kotlin Not Supported Microsoft Foundry Models Not Supported Ontosight.ai Not Supported Scout Not Supported SecondBrain Not Supported Semantic Kernel Not Supported Simtheory Not Supported Snowflake Not Supported StepFun Not Supported TypeThink Not Supported Vivgrid Not Supported Zemith Not Supported iMini Not Supported Show More Integrations
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