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OpenAI Codex vs GitHub Copilot CLI: Performance & Benchmarks Comparison

OpenAI Codex#comparison#codex#copilot-cli#deep-dive

Quick Verdict

OpenAI Codex leads on SWE-bench (72.8% vs -)

Pricing

OpenAI Codex GitHub Copilot CLI
Price $20-200/mo $10-39/mo (Copilot subscription)
Open source Yes ✅ No ❌
Best for Parallel task execution GitHub-native terminal agent with PR/issue integration

Performance & Benchmarks

OpenAI Codex scores 72.8% and GitHub Copilot CLI scores - on SWE-bench. Here’s what that actually means for daily use.

OpenAI Codex is built for parallel task execution. It’s open source with $20-200/mo pricing. SWE-bench: 72.8%

GitHub Copilot CLI is built for github-native terminal agent with pr/issue integration. It’s a commercial product with $10-39/mo (Copilot subscription) pricing.

Feature Comparison

Feature OpenAI Codex GitHub Copilot CLI

Pros & Cons

OpenAI Codex

Pros:

  • Parallel Git worktree execution
  • Cloud sandboxed agents
  • Included in ChatGPT Plus

Cons:

  • OpenAI models only
  • Cloud-dependent for parallel mode

GitHub Copilot CLI

Pros:

  • Deep GitHub integration
  • Multi-model (Claude Sonnet 4.5, GPT-5)
  • MCP server built-in

Cons:

  • Requires Copilot subscription
  • GitHub ecosystem dependent

Verdict

OpenAI Codex leads on SWE-bench (72.8% vs -)

OpenAI Codex is recommended for: Parallel ticket processing and batch tasks GitHub Copilot CLI is recommended for: Developers in GitHub ecosystem wanting terminal agent

For a full overview of all 15 agents, see the Complete Guide to AI Coding Agents.

r
rho_stats
Numbers Analyst
Spreadsheets before opinions. Tracks every dollar spent on AI APIs. Will argue about token efficiency forever.

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