📖 The AI Tool Bible

Superpower ChatGPT vs SWE-agent

A side-by-side look at pricing, capabilities, pros, cons, and our editorial scores.

 
Superpower ChatGPT
Agents
SWE-agent
Agents
TaglineChrome extension that bolts folders, prompt libraries, and bulk export onto the ChatGPT web UI.Open-source autonomous agent framework that lets LLMs fix GitHub issues and find security vulnerabilities by using a custom agent-computer interface.
CategoryAgentsAgents
PricingFreemium· Free core features; Pro tier for advanced limitsFree· Free and open-source; you pay your own LLM API costs
ModelGPT (via ChatGPT UI)Multi-model (GPT-4o, Claude Sonnet, DeepSeek, local via LiteLLM)
Editorial score7.0 / 107.0 / 10
Use cases
chatgpt-organizationprompt-managementconversation-exportprompt-libraryworkflow-automation
github-issue-fixingautonomous-codingswe-benchctf-securityagent-research
Pros
  • Folders, search, and prompt library that the native ChatGPT UI lacks
  • Bulk export to PDF, Markdown, JSON, and TXT
  • Prompt queue lets you chain sequential prompts unattended
  • Conversation tree map makes branched chats navigable
  • Mature with 100K+ users and active development
  • Open-source under MIT with a strong research pedigree (Princeton/Stanford)
  • Model-agnostic via LiteLLM - swap GPT-4o, Claude, or local models freely
  • Reproducible SWE-bench harness makes it a credible baseline for agent research
  • EnIGMA mode extends the same loop to CTF-style security tasks
Cons
  • Only works with ChatGPT, not Claude or Gemini
  • Breaks occasionally when OpenAI ships UI changes
  • Some advanced features gated behind Pro
  • Browser extension means desktop Chrome/Edge only
  • Officially in maintenance mode; team now recommends mini-swe-agent
  • No hosted product, GUI, or managed service - CLI and YAML only
  • LLM API costs on long-horizon tasks can be significant
  • Setup requires Docker and comfort with Python tooling
Websitechromewebstore.google.comswe-agent.com
Pick Superpower ChatGPT if
  • ✅ Folders, search, and prompt library that the native ChatGPT UI lacks
  • ✅ Bulk export to PDF, Markdown, JSON, and TXT
  • ✅ Prompt queue lets you chain sequential prompts unattended
  • ✅ Conversation tree map makes branched chats navigable
Pick SWE-agent if
  • ✅ Open-source under MIT with a strong research pedigree (Princeton/Stanford)
  • ✅ Model-agnostic via LiteLLM - swap GPT-4o, Claude, or local models freely
  • ✅ Reproducible SWE-bench harness makes it a credible baseline for agent research
  • ✅ EnIGMA mode extends the same loop to CTF-style security tasks
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