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Codex CLI vs Sweepwhich AI code agent should you pick in 2026?

OpenAI’s open-source terminal agent for refactors, audits and migrations.

💻CodeSemi-autonomousOpen source
CodeTool use

GitHub-native agent that turns issues into reviewed pull requests.

💻CodeAutonomousFreemium · from $30
CodeTool useMemory

Codex CLI vs Sweep — specs

SpecCodex CLISweep
Agent Rank70 / 100 (B)60 / 100 (B)
AutonomySemi-autonomousAutonomous
PricingFree · OSSFreemium · from $30
Open sourceYesYes
CapabilitiesCode, Tool useCode, Tool use, Memory
Integrations2 apps1 apps
VerifiedVerified
ReleasedApr 2025Mar 2025

Categories: Codex CLICode · SweepCode

Agent Rank breakdown

Codex CLI
Agent Rank
70/ 100
BB-tier
自律性
8
機能
4
連携
4
料金
10
完成度
6
検証性
10

自律性、機能、連携、料金、成熟度、編集部の検証を基に自動算出。デプロイごとに更新されます。 どのように算出されているか?

Sweep
Agent Rank
60/ 100
BB-tier
自律性
9
機能
6
連携
2
料金
7
完成度
6
検証性
6

自律性、機能、連携、料金、成熟度、編集部の検証を基に自動算出。デプロイごとに更新されます。 どのように算出されているか?

Pros & cons

Codex CLI
メリット
  • +Zero-install terminal workflow — agent where engineers already live
  • +Open source under permissive license; auditable end-to-end
  • +Ideal for one-shot refactors, audits, and migrations
デメリット
  • No long-running session UI; not built for hour-long autonomous work
  • Less polished than IDE-native alternatives
  • You wire the model key + handle rate limits
Sweep
メリット
  • +Issue-to-PR turnaround in minutes for well-described bugs
  • +GitHub-native — authenticates as a GitHub App, no extension needed
  • +Great on TypeScript / Python / Go codebases with reasonable test coverage
デメリット
  • Struggles when issues are vague or codebase is messy
  • No interactive mode — you describe, it ships
  • Less effective on closed languages or proprietary frameworks

Pricing

Codex CLI
Open source
無料
CLI-native engineers
  • +Apache-2.0 binary
  • +BYO OpenAI / Anthropic key
  • +Composable from Makefiles + scripts
Sweep
Free
無料
Personal repos
  • +Up to 5 issue-to-PR runs/month
  • +Public repos only
おすすめ
Starter
$30/
Small teams
  • +Unlimited runs
  • +Private repos
  • +Configurable rules
Enterprise
カスタム
Larger orgs
  • +Self-hosted option
  • +SAML SSO
  • +Dedicated support

Which one should you pick?

Codex CLI

Pick Codex CLI if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy.

Try Codex CLI →
Sweep

Pick Sweep if you want the highest autonomy and the verification loop is in place.

Try Sweep →

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Frequently asked

Should I pick Codex CLI or Sweep in 2026?+

Pick Codex CLI if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy. Pick Sweep if you want the highest autonomy and the verification loop is in place. Most working teams running both can use Codex CLI for primary work and Sweep for the workflows where its specific strengths matter.

What's the price difference between Codex CLI and Sweep?+

Codex CLI starts at Free · OSS; Sweep starts at Freemium · from $30. Codex CLI is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.

Which is more autonomous, Codex CLI or Sweep?+

Sweep is the more autonomous of the two (Autonomous vs Semi-autonomous). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.

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Adjacent agents in the same category with overlapping capabilities — worth a side-by-side glance before you commit.

Want the real monthly cost at your volume? Run the TCO calculator →
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Codex CLI vs Sweep (2026): which AI code agent wins? · AI Agent Rank