DeepSWE vs. DeepSeek R1 Comparison


DeepSWE Agentica Project	DeepSeek R1 DeepSeek 5.0 out of 5 stars
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DeepSWE	DeepSeek R1
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DeepSWE: About DeepSWE is a fully open source, state-of-the-art coding agent built on top of the Qwen3-32B foundation model and trained exclusively via reinforcement learning (RL), without supervised finetuning or distillation from proprietary models. It is developed using rLLM, Agentica’s open source RL framework for language agents. DeepSWE operates as an agent; it interacts with a simulated development environment (via the R2E-Gym environment) using a suite of tools (file editor, search, shell-execution, submit/finish), enabling it to navigate codebases, edit multiple files, compile/run tests, and iteratively produce patches or complete engineering tasks. DeepSWE exhibits emergent behaviors beyond simple code generation; when presented with bugs or feature requests, the agent reasons about edge cases, seeks existing tests in the repository, proposes patches, writes extra tests for regressions, and dynamically adjusts its “thinking” effort.	DeepSeek R1: 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.
DeepSWE: 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	DeepSeek R1: Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Supported iPhone Supported iPad Supported Android Supported Chromebook Supported
DeepSWE: Audience Software engineers, researchers, and developers seeking a solution to assist with real-world coding tasks such as bug-fixing, pull-request automation, and multi-file code edits	DeepSeek R1: Audience Researchers, developers, and organizations seeking advanced, open-source reasoning models for complex tasks like mathematics, programming, and AI-driven problem-solving
DeepSWE: Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	DeepSeek R1: Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported
DeepSWE: API Offers API Not Supported	DeepSeek R1: API Offers API Supported
DeepSWE: Screenshots and Videos View more images or videos	DeepSeek R1: Screenshots and Videos View more images or videos
DeepSWE: Pricing Free Free Version Supported Free Trial Not Supported	DeepSeek R1: Pricing Free Open source Free Version Supported Free Trial Not Supported
DeepSWE: 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	DeepSeek R1: 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
	DeepSeek R1: 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.
DeepSWE: Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	DeepSeek R1: Training Documentation Not Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
DeepSWE: Company Information Agentica Project Founded: 2025 United States agentica-project.com	DeepSeek R1: Company Information DeepSeek Founded: 2023 China www.deepseek.com
DeepSWE: Alternatives Devstral 2 Mistral AI	DeepSeek R1: Alternatives Claude Sonnet 3.5 Anthropic 5.0 out of 5 stars
DeepSWE: Devstral Small 2 Mistral AI	DeepSeek R1: Claude Sonnet 3.7 Anthropic 5.0 out of 5 stars
DeepSWE: DeepCoder Agentica Project	DeepSeek R1: Claude Sonnet 4 Anthropic 5.0 out of 5 stars
DeepSWE: KAT-Coder-Pro V2 StreamLake	DeepSeek R1: Phi-4-reasoning-plus Microsoft
DeepSWE: Qwen2.5-Max Alibaba View All	DeepSeek R1: GLM-5 Z.ai View All
DeepSWE: Categories AI Coding Models Supported AI Models Supported	DeepSeek R1: 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

DeepSWE: Integrations 01.AI Not Supported Amazon Bedrock Not Supported Baseten Not Supported Database Mart Not Supported Decompute Blackbird Not Supported DeepSeek Not Supported Elixir Not Supported Intel Tiber AI Cloud Not Supported LLMrefs Not Supported Microsoft Foundry Models Not Supported Pipeshift Not Supported Poe Not Supported R Not Supported Runpod Not Supported Sonar Not Supported Surf.new Not Supported TypeThink Not Supported Vivgrid Not Supported Zemith Not Supported kluster.ai Not Supported Show More Integrations View All 1 Integration	DeepSeek R1: Integrations 01.AI Supported Amazon Bedrock Supported Baseten Supported Database Mart Supported Decompute Blackbird Supported DeepSeek Supported Elixir Supported Intel Tiber AI Cloud Supported LLMrefs Supported Microsoft Foundry Models Supported Pipeshift Supported Poe Supported R Supported Runpod Supported Sonar Supported Surf.new Supported TypeThink Supported Vivgrid Supported Zemith Supported kluster.ai Supported Show More Integrations View All 88 Integrations
DeepSWE: Claim DeepSWE and update features and information Claim DeepSWE and update features and information	DeepSeek R1: Claim DeepSeek R1 and update features and information Claim DeepSeek R1 and update features and information