Amp vs. SERA Comparison


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About Amp is a frontier coding agent built to give developers full access to the power of today’s leading AI models directly in their workflow. Available in the terminal and popular editors like VS Code, Cursor, Windsurf, JetBrains, and Neovim, Amp integrates seamlessly into existing development environments. It enables developers to delegate complex coding tasks, refactors, reviews, and explorations to intelligent agents that understand and operate across entire codebases. With support for advanced models such as Claude Opus, Gemini, and GPT-class models, Amp delivers fast, reliable, and highly agentic code generation. The platform is designed for real-world engineering work, handling multi-file changes, deep context, and iterative improvements. Amp helps developers move faster while maintaining confidence in code quality.	About Open Coding Agents are a family of fully open, high-performance AI coding models and an associated training method released by the Allen Institute for AI that make building, customizing, and training coding agents on any repository remarkably accessible, affordable, and transparent; the platform includes models, code, training recipes, and tools that can be launched with minimal setup so users can tailor agents to their own codebases and engineering conventions for tasks like code generation, code review, debugging, maintenance, and code explanation. These agents break from the traditional closed, expensive systems by offering an open pipeline from models to training data and enabling fine-tuning on internal code to teach agents about organization-specific APIs, patterns, and workflows; the first release, SERA (Soft-verified Efficient Repository Agents), achieves state-of-the-art performance on coding benchmarks at a fraction of the typical compute cost.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook 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 Amp is built for professional software developers, engineers, and technical teams who want an advanced AI coding agent to handle complex codebases, accelerate development, and enable more ambitious engineering workflows	Audience Software developers, research labs, and engineering teams wanting an AI coding assistant models that can be trained and adapted to any public or private codebase for generation, review, debugging, and maintenance tasks
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Supported	Pricing Free Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 4.7 / 5 ease 4.7 / 5 features 4.3 / 5 design 4.0 / 5 support 4.7 / 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 Good integration with Pycharm, unit tests support, solving quickly programming challenges. The biggest pros -> reading whole source code project and proposing the answer based on the rest of the code. Takes the context of your code to give you answers, the vscode extension is awesome and support was incredibly fast when I had an issue. Amp was easy to get started with and it's very intuitive to use. This has been a nice alternative to coding with ChatGPT up in a browser where I have to copy and paste my code back and forth. I'm a big fan of the preset prompts as there are a few I would never have thought of asking. Cons Not following the pattern in a single chat even. F.ex. if I polish the tests to be using that framework or that way to mock it for one set of tests, for next method, it is forgetting my earlier "style". Sometimes the context is not that accurate, and the latest version came out bugged Not too many drawbacks outside of the general limitations of the AI. There have been a couple of times I've asked it to rewrite code for me and I had to prompt it to get it to give me an example in actual code vs just advice about how to improve the code.
Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported
Company Information Amp Code United States ampcode.com	Company Information Ai2 Founded: 2014 United States allenai.org/blog/open-coding-agents
Alternatives JetBrains Junie JetBrains	Alternatives PlayerZero
Cursor	Claude Code Anthropic
Kimi Code CLI Moonshot AI	GPT-5.3-Codex OpenAI
Claude Code Anthropic	GPT-5.2-Codex OpenAI
Amazon Q Developer Amazon View All	BLACKBOX AI View All
Categories Agentic AI Supported Agentic CLI Coding Tools Supported AI Code Generators Supported AI Code Refactoring Supported AI Code Review Supported AI Coding Agents Supported AI Coding Assistants Supported AI Tools Supported Artificial Intelligence Supported Vibe Coding Supported	Categories Agentic AI Supported AI Coding Agents Supported AI Coding Models Supported

Integrations Bitbucket Supported Claude Supported Claude Fable 5.1 Supported Claude Haiku 3 Supported Claude Sonnet 4.6 Supported Claude for Legal Supported Cursor Supported GPT-5.1 Supported GPT-5.1 Thinking Supported GPT-6.1 Sol Supported Gemini 3 Pro Supported Gemini Flash Supported GitHub Supported Holo4 Supported MySQL Supported Rust Supported Sourcegraph Supported Subspace Supported Swift Supported Show More Integrations View All 120 Integrations	Integrations Bitbucket Not Supported Claude Not Supported Claude Fable 5.1 Not Supported Claude Haiku 3 Not Supported Claude Sonnet 4.6 Not Supported Claude for Legal Not Supported Cursor Not Supported GPT-5.1 Not Supported GPT-5.1 Thinking Not Supported GPT-6.1 Sol Not Supported Gemini 3 Pro Not Supported Gemini Flash Not Supported GitHub Not Supported Holo4 Not Supported MySQL Not Supported Rust Not Supported Sourcegraph Not Supported Subspace Not Supported Swift Not Supported Show More Integrations View All 2 Integrations
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