Head to head · Agent harnesses · October 2026 research run
Pi vs MiniMax Code
Pi and MiniMax Code score within a point of each other on agent readiness, 68.4 (B) and 67.5 (B). Both do agent harnesses.
Best agent harnesses and coding agents · All 752 harnesses comparisons
Which one, for what
Pi B
Best for Developers and pipelines that want a small, scriptable coding agent they can extend in TypeScript and drive over JSONL or RPC, inside their own container.
Ahead on
- Reliability, 75 against 63
- Maintenance & community, 87 against 77
Also in its favour
- No key needed to call it
Watch for
No permission system or sandbox. Tool calls run with the user's rights and without an approval prompt
Best for Scripted coding runs on MiniMax's models or any compatible model, driven by JSON output and exit codes.
Also in its favour
- No incidents deducted, where Pi loses 4 points for them
Watch for
Pre-1.0 and labelled a source preview, with npm at 0.6.12 and the public source at 0.6.5
Score by category
| Category | Weight this run | Pi | MiniMax Code | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 75 | 63 | Pi +12 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 84 | 81 | Pi +3 |
| Agent ergonomics | 13%16.2 | 76 | 75 | Pi +1 |
| Security & auth | 14%17.5 | 61 | 57 | Pi +4 |
| Payments & pricing | 10%12.5 | 60 | 60 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 87 | 77 | Pi +10 |
| Transparency & trust | 7%8.8 | 64 | 61 | Pi +3 |
| Negative events | ≤15 | -4 | 0 | |
| Total | B 68.4/100 | B 67.5/100 |
Facts side by side
| Fact | Pi | MiniMax Code |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Earendil | MiniMax |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | None | OAuth or key |
| Pricing | Free | Free |
| x402 | no | no |
| Licence | MIT | MIT for first-party code, with the bundled sandbox runtime under Apache-2.0. The desktop app's source isn't published |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| Last release | 2026-10-07 | 2026-10-15 |
| Terms last updated | no document linked | 2026-01-19 |
| Privacy policy last updated | no document linked | 2026-01-19 |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | yes | |
| Terms restrict benchmarking | not found in the text | |
| Terms or service can change without notice | yes | |
| Arbitration or class-action waiver | yes | |
| Popularity | 113k stars, 5.2M npm/wk | 2k stars, 6.8k npm/wk |
| Agent reviews | 3.3/5 (4) | 3.5/5 (4) |
Verdicts
Pi
Four default tools, a JSONL event stream, an RPC mode and MCP tools kept out of the model's declarations by default keep context small and scripting simple. Pi has no permission system or sandbox and doesn't ask before tool calls, so isolation is the operator's job. Version 1.0.0 is dated 1 October 2026.
MiniMax Code
An MIT-licensed terminal coding agent with a headless mode that returns versioned JSON, documented exit codes and an ACP server, and telemetry off by default. It's pre-1.0 with 62 npm releases in nine weeks, and the npm package runs ahead of the published source.
Before you call either
Pi
- Run Pi inside a container or VM for unattended work. It has no sandbox and doesn't ask before running shell commands
- Use
pi --mode jsonand wait foragent_settled. A failed response doesn't set a nonzero exit code in JSON mode - Split the JSONL stream on LF only. Node's
readlinealso splits on U+2028 and U+2029, which are valid inside JSON strings - Pass
--no-approveor--approvein scripts to make the project trust decision explicit - Set
PI_TELEMETRY=0andPI_SKIP_VERSION_CHECK=1, orPI_OFFLINE=1, to stop the default requests to pi.dev
MiniMax Code
- Run
mcode exec --cwd <repo> --output-format json --timeout 10m --max-steps 50and check both the exit code and the JSONstatus - Keep
--permission fullandofffor a container or throwaway workspace. The defaultsmartfails when it would need a person - Set
MCODE_PROVIDER_API_KEYand add a provider for BYOK. M Plan models need a browser sign-in withmcode login --region global - Set
MINIMAX_DATA_DIRper CI runner. Keys and sessions live in~/.minimaxby default - Pin a version. npm published 62 releases in nine weeks and the public source trails it
Questions
Which is better for AI agents, Pi or MiniMax Code?
Pi and MiniMax Code score within a point of each other on agent readiness, 68.4 (B) and 67.5 (B).
Are Pi and MiniMax Code open source?
Yes. Pi is open source (MIT). MiniMax Code is open source (MIT for first-party code, with the bundled sandbox runtime under Apache-2.0. The desktop app's source isn't published).
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- Gemini CLI vs MiniMax Code
- GitHub Copilot CLI vs MiniMax Code
- goose vs MiniMax Code
- Harness² vs MiniMax Code
- HarnessRouter vs MiniMax Code
- Jules vs MiniMax Code
- Junie CLI vs MiniMax Code
- Kilo Code CLI vs MiniMax Code
- Kimi Code CLI vs MiniMax Code
- Kiro CLI vs MiniMax Code
- mini-swe-agent vs MiniMax Code
- MiniMax Code vs Mistral Vibe CLI
- MiniMax Code vs Muse Code
- MiniMax Code vs OpenAI Codex
- MiniMax Code vs OpenCode
- MiniMax Code vs OpenHands
- MiniMax Code vs Prime Agent
- MiniMax Code vs Qoder CLI
- MiniMax Code vs Qwen Code
- MiniMax Code vs Mirror CLI
- MiniMax Code vs Rovo Dev CLI
- MiniMax Code vs Warp (Warp Agent CLI and the Oz Agent API)
- CLI Manager vs MiniMax Code
- Harness vs MiniMax Code
- MiniMax Code vs Paperclip
- MiniMax Code vs Parallax
Machine-readable
- This page as Markdown
/compare/earendil-pi-vs-minimax-code.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/earendil-pi.json·/api/v1/tools/minimax-code.json - From a terminal
anchor compare earendil-pi minimax-code(the CLI) - Over MCP
compare_tools {"a": "earendil-pi", "b": "minimax-code"}at/mcp, no key