DeepSeek R1 vs. RedPajama Comparison


DeepSeek R1 DeepSeek	RedPajama	+	+
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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 Foundation models such as GPT-4 have driven rapid improvement in AI. However, the most powerful models are closed commercial models or only partially open. RedPajama is a project to create a set of leading, fully open-source models. Today, we are excited to announce the completion of the first step of this project: the reproduction of the LLaMA training dataset of over 1.2 trillion tokens. The most capable foundation models today are closed behind commercial APIs, which limits research, customization, and their use with sensitive data. Fully open-source models hold the promise of removing these limitations, if the open community can close the quality gap between open and closed models. Recently, there has been much progress along this front. In many ways, AI is having its Linux moment. Stable Diffusion showed that open-source can not only rival the quality of commercial offerings like DALL-E but can also lead to incredible creativity from broad participation by communities.
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 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 AI and LLM developers
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 RedPajama Founded: 2023 www.together.xyz/blog/redpajama
Alternatives Claude Sonnet 3.5 Anthropic	Alternatives Alpaca Stanford Center for Research on Foundation Models (CRFM)
Claude Sonnet 3.7 Anthropic	Dolly Databricks
Claude Sonnet 4 Anthropic	Falcon-40B Technology Innovation Institute (TII)
DeepSeek R2 DeepSeek	OpenLLaMA
Phi-4-reasoning-plus Microsoft View All	Falcon-7B Technology Innovation Institute (TII) 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	Categories AI Models Supported Large Language Models Supported

Integrations AgentSea Supported Amazon Bedrock Supported CSS Supported CometAPI Supported Decompute Blackbird Supported DeepSeek Supported F# Supported Go Supported GrimoAI Supported Groq Supported Java Supported Kubernetes Supported Mirai Supported Ontosight.ai Supported R Supported Runpod Supported Scala Supported Semantic Kernel Supported Snowflake Supported kluster.ai Supported Show More Integrations View All 88 Integrations	Integrations AgentSea Not Supported Amazon Bedrock Not Supported CSS Not Supported CometAPI Not Supported Decompute Blackbird Not Supported DeepSeek Not Supported F# Not Supported Go Not Supported GrimoAI Not Supported Groq Not Supported Java Not Supported Kubernetes Not Supported Mirai Not Supported Ontosight.ai Not Supported R Not Supported Runpod Not Supported Scala Not Supported Semantic Kernel Not Supported Snowflake Not Supported kluster.ai Not Supported Show More Integrations View All 1 Integration
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