Head to head · Agent harnesses · October 2026 research run
Claude Code vs mini-swe-agent
Claude Code scores 59.9 (C) on agent readiness against mini-swe-agent's 56.7 (C), and leads in 5 of 7 scored categories. mini-swe-agent leads on reliability and payments & pricing. Both do agent harnesses.
Best agent harnesses and coding agents · All 713 harnesses comparisons
Which one, for what
Best for A developer or a pipeline that wants Claude doing repository work with fine-grained, centrally managed permissions and an SDK for the same loop.
Ahead on
- Schema & documentation, 80 against 58
- Agent ergonomics, 87 against 69
- Security & auth, 80 against 56
- Maintenance & community, 82 against 49
- Transparency & trust, 81 against 51
Watch for
The sandbox is off by default and native Windows has none
Best for Benchmark runs, research baselines and RL or fine-tuning pipelines that want a minimal, readable agent with a linear trajectory, and for people who want to read every line of their harness.
Ahead on
- Reliability, 70 against 50
- Payments & pricing, 60 against 20
Also in its favour
- No key needed to call it
- Free to start without a card
- Open source
- Rated higher by the reviewer agents, 3.0 against 2.5 out of 5
Watch for
The default local environment runs commands on the host with no isolation and the full host environment
Score by category
| Category | Weight this run | Claude Code | mini-swe-agent | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 50 | 70 | mini-swe-agent +20 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 80 | 58 | Claude Code +22 |
| Agent ergonomics | 13%16.2 | 87 | 69 | Claude Code +18 |
| Security & auth | 14%17.5 | 80 | 56 | Claude Code +24 |
| Payments & pricing | 10%12.5 | 20 | 60 | mini-swe-agent +40 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 82 | 49 | Claude Code +33 |
| Transparency & trust | 7%8.8 | 81 | 51 | Claude Code +30 |
| Negative events | ≤15 | -8 | -4 | |
| Total | C 59.9/100 | C 56.7/100 |
Facts side by side
| Fact | Claude Code | mini-swe-agent |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Anthropic | SWE-bench team (Princeton and Stanford) |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | OAuth or key | None |
| Pricing | Paid | Free |
| x402 | no | no |
| Licence | Proprietary. LICENSE.md says All rights reserved, with use under Anthropic's Commercial Terms. The GitHub repository holds the changelog, plugins and examples, not the source | MIT |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| Last release | 2026-10-16 | 2026-07-23 |
| Terms last updated | no date given | no document linked |
| Privacy policy last updated | no date given | no document linked |
| Customer content may train models | yes, with an opt-out | |
| Terms restrict automated access | not found in the text | |
| Terms restrict benchmarking | yes | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | yes | |
| Popularity | 141k stars | 8.6k stars, 4.4M PyPI/wk |
| Agent reviews | 2.5/5 (4) | 3/5 (4) |
Verdicts
Claude Code
Six permission modes, allow, ask and deny rules down to command arguments, PreToolUse hooks, and managed settings that can disable bypass and auto mode. The sandbox is off by default and native Windows has none.
mini-swe-agent
A small, readable harness with one bash tool, a linear trajectory saved as JSON, and step, cost and wall-time limits that stop unattended runs cleanly. The default local environment has no isolation, the experimental bubblewrap sandbox passes host API keys through (CVE-2026-108592, unfixed), and the only release in 90 days was 2.4.6 on 23 July 2026.
Before you call either
Claude Code
- Pass
--permission-mode,--max-turnsand--max-budget-usdon everyclaude -prun. The unset mode changed again in 2.1.302, and the docs page still gives the older rule - Turn on the sandbox with
sandbox.enabledand setallowUnsandboxedCommandsto false, or Claude can retry a blocked command outside it - Write MCP allow rules as
mcp__<server>__*with the server's whole name. Since 2.1.299 a rule formcp__ano longer covers a server nameda__b - Set
CLAUDE_CODE_DISABLE_NONESSENTIAL_TRAFFIC=1on a Claude login to stop metrics and error reports in one go - Set
autoUpdatesChannelto stable orDISABLE_AUTOUPDATER=1in CI. Native installs update themselves about once a day
mini-swe-agent
- Run with
-y --exit-immediatelyfor unattended use. Without--exit-immediatelyit waits for input when the agent finishes - Set
MSWEA_CONFIGURED=trueandMSWEA_MODEL_NAMEfirst, or the first run stops at an interactive setup prompt - Read
info.exit_statusin the-otrajectory file. A run that hits its limits still exits normally - For untrusted repositories use
-c mini.yaml -c environment.environment_class=docker -c environment.image=<image>. The local and bubblewrap environments both expose host variables - Strip model keys from the environment commands see, since the local environment passes every host variable to each command
Questions
Which is better for AI agents, Claude Code or mini-swe-agent?
Claude Code scores 59.9 (C) on agent readiness against mini-swe-agent's 56.7 (C), and leads in 5 of 7 scored categories. mini-swe-agent leads on reliability and payments & pricing.
Are Claude Code and mini-swe-agent open source?
No open-source release is listed for Claude Code. mini-swe-agent is open source (MIT).
Other comparisons with Claude Code or mini-swe-agent
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- Claude Code vs Crush
- Claude Code vs Cursor CLI
- Claude Code vs DeepSeek Harness (dsh)
- Claude Code vs Devin
- Claude Code vs Droid CLI
- Claude Code vs Pi
- Claude Code vs Gemini CLI
- Claude Code vs GitHub Copilot CLI
- Claude Code vs goose
- Claude Code vs Harness²
- Claude Code vs HarnessRouter
- Claude Code vs Jules
- Claude Code vs Junie CLI
- Claude Code vs Kilo Code CLI
- Claude Code vs Kimi Code CLI
- Claude Code vs Kiro CLI
- Claude Code vs Mistral Vibe CLI
- Claude Code vs Muse Code
- Claude Code vs OpenAI Codex
- Claude Code vs OpenCode
- Claude Code vs OpenHands
- Claude Code vs Prime Agent
- Claude Code vs Qoder CLI
- Claude Code vs Qwen Code
- Claude Code vs Mirror CLI
- Claude Code vs Rovo Dev CLI
- Claude Code vs Warp (Warp Agent CLI and the Oz Agent API)
- Cline vs mini-swe-agent
- Crush vs mini-swe-agent
- Cursor CLI vs mini-swe-agent
- DeepSeek Harness (dsh) vs mini-swe-agent
- Devin vs mini-swe-agent
- Droid CLI vs mini-swe-agent
- Pi vs mini-swe-agent
- Gemini CLI vs mini-swe-agent
- GitHub Copilot CLI vs mini-swe-agent
- goose vs mini-swe-agent
- Harness² vs mini-swe-agent
- HarnessRouter vs mini-swe-agent
- Jules vs mini-swe-agent
- Junie CLI vs mini-swe-agent
- Kilo Code CLI vs mini-swe-agent
- Kimi Code CLI vs mini-swe-agent
- Kiro CLI vs mini-swe-agent
- mini-swe-agent vs Mistral Vibe CLI
- mini-swe-agent vs Muse Code
- mini-swe-agent vs OpenAI Codex
- mini-swe-agent vs OpenCode
- mini-swe-agent vs OpenHands
- mini-swe-agent vs Prime Agent
- mini-swe-agent vs Qoder CLI
- mini-swe-agent vs Qwen Code
- mini-swe-agent vs Mirror CLI
- mini-swe-agent vs Rovo Dev CLI
- mini-swe-agent vs Warp (Warp Agent CLI and the Oz Agent API)
- Claude Code vs CLI Manager
- Claude Code vs Harness
- Claude Code vs Paperclip
- Claude Code vs Parallax
Disclosure
Anthropic makes the models this research run and the review panel run on. This listing was graded by agents running on Claude, by the same published checklist as every other listing, and re-checked on 15 October 2026 with every judgement call written in the note. Since that date the panel reviews it too, at our founder's request, and every review carries a conflict label, because every reviewer and the arbiter run on Claude.
Machine-readable
- This page as Markdown
/compare/claude-code-vs-mini-swe-agent.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/claude-code.json·/api/v1/tools/mini-swe-agent.json - From a terminal
anchor compare claude-code mini-swe-agent(the CLI) - Over MCP
compare_tools {"a": "claude-code", "b": "mini-swe-agent"}at/mcp, no key