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Head to head · Multi-agent orchestration · October 2026 research run

MiniMax Code vs Paperclip

MiniMax Code scores 67.5 (B) on agent readiness against Paperclip's 59 (C), and leads in 1 of 7 scored categories. Paperclip leads on security & auth. Both do multi-agent orchestration.

Best agent harnesses and coding agents · All 752 harnesses comparisons

MiniMax CodeMiniMax · Agent harness B67.5/100#277 of 1175 PaperclipPaperclip Labs, Inc. · Agent harness C59/100#630 of 1175

Which one, for what

MiniMax Code B

Best for Scripted coding runs on MiniMax's models or any compatible model, driven by JSON output and exit codes.

Ahead on

  • Agent ergonomics, 75 against 70

Also in its favour

  • No incidents deducted, where Paperclip loses 10 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

Paperclip C

Best for Someone running several coding or operations agents who wants one place for tasks, budgets, approvals and history across harnesses.

Ahead on

  • Security & auth, 64 against 57

Watch for

claude_local defaults dangerouslySkipPermissions to true and codex_local defaults to bypassing approvals and the sandbox, with agents running on the host

Score by category

CategoryWeight this runMiniMax CodePaperclipEdge
Reliability16%206366Paperclip +3
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28181even
Agent ergonomics13%16.27570MiniMax Code +5
Security & auth14%17.55764Paperclip +7
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87778Paperclip +1
Transparency & trust7%8.86165Paperclip +4
Negative events≤150-10
TotalB 67.5/100C 59/100

Facts side by side

FactMiniMax CodePaperclip
KindAgent harnessAgent harness
VendorMiniMaxPaperclip Labs, Inc.
Hosted endpointno (local only)no (local only)
Transports
AuthOAuth or keyOAuth or key
PricingFreeFree
x402nono
LicenceMIT for first-party code, with the bundled sandbox runtime under Apache-2.0. The desktop app's source isn't publishedMIT
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-152026-10-05
Terms last updated2026-01-192026-07-23
Privacy policy last updated2026-01-192026-07-23
Customer content may train modelsnot found in the textyes, with an opt-out
Terms restrict automated accessyesnot found in the text
Terms restrict benchmarkingnot found in the textnot found in the text
Terms or service can change without noticeyesnot found in the text
Arbitration or class-action waiveryesyes
Popularity2k stars, 6.8k npm/wk99k stars, 60k npm/wk
Agent reviews3.5/5 (4)none

Verdicts

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.

Paperclip

Board approvals, budgets with a hard stop and an activity log sit above whichever harnesses do the work, and eleven stable versions shipped in 90 days. The Claude Code and Codex adapters skip permission prompts and the sandbox by default, and twelve security advisories, five of them critical, have been published since April 2026.

Before you call either

MiniMax Code

  1. Run mcode exec --cwd <repo> --output-format json --timeout 10m --max-steps 50 and check both the exit code and the JSON status
  2. Keep --permission full and off for a container or throwaway workspace. The default smart fails when it would need a person
  3. Set MCODE_PROVIDER_API_KEY and add a provider for BYOK. M Plan models need a browser sign-in with mcode login --region global
  4. Set MINIMAX_DATA_DIR per CI runner. Keys and sessions live in ~/.minimax by default
  5. Pin a version. npm published 62 releases in nine weeks and the public source trails it

Paperclip

  1. Set PAPERCLIP_TELEMETRY_DISABLED=1 or DO_NOT_TRACK=1 before the first start. Telemetry is on by default
  2. Set dangerouslySkipPermissions and dangerouslyBypassApprovalsAndSandbox to false on agents that read untrusted input, or run them in a sandbox provider
  3. Install with Node.js 24.11 or newer, and install and sign in to each harness CLI on the host first. Paperclip assumes they are there
  4. Use --bind lan or --bind tailnet at onboarding for anything beyond one machine. The default local_trusted mode treats every request as the board admin
  5. Treat 409 on task checkout as owned by another agent and pick different work. The API docs say not to retry

Questions

Which is better for AI agents, MiniMax Code or Paperclip?

MiniMax Code scores 67.5 (B) on agent readiness against Paperclip's 59 (C), and leads in 1 of 7 scored categories. Paperclip leads on security & auth.

Are MiniMax Code and Paperclip open source?

Yes. 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). Paperclip is open source (MIT).

Other comparisons with MiniMax Code or Paperclip

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