Head to head · Agent harnesses · October 2026 research run

MiniMax Code vs Paseo

MiniMax Code scores 66.1 (B) on agent readiness against Paseo's 62.1 (B), and leads in 4 of 7 scored categories. Paseo leads on transparency & trust. Both do agent harnesses.

Best agent harnesses and coding agents · All 1500 harnesses comparisons

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

  • Schema & documentation, 81 against 65
  • Agent ergonomics, 79 against 70

Also in its favour

  • Free to start without a card

Watch for

Pre-1.0 and labelled a source preview, with npm at 0.7.4 and the public source at 0.7.2

Paseo B

Best for Developers who want parallel coding agents on their own machines with no telemetry, reachable from anywhere.

Ahead on

  • Transparency & trust, 68 against 63

Also in its favour

  • No key needed to call it

Watch for

Pre-1.0, at 0.15.3

Why the edge

Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.

Schema & documentation MiniMax Code +16

MiniMax Code 81

Harness reading. mcode exec returns a versioned ExecResult JSON document (schemaVersion 1) or versioned stream-json events, takes --output-schema for the final answer, and mcode acp speaks the Agent Client Protocol. No OpenAPI, since there's no server API (20). llms.txt indexes the docs, and each page is served as Markdown (10). The security page says when to use each permission policy and to keep full and off to isolated workspaces, and the automation page gives a CI baseline (16). An options table with defaults and enums for permission, output and prompt modes (12). Examples for each mode, a nine-row exit-code table, five result statuses and a named error for invalid structured output (13). A dated CLI changelog in the docs, whose latest entry (0.7.0, 26 October) trails npm's 0.7.4 (10). Total 81.

Paseo 65

Harness reading. Public docs, a CLI and plugin examples in the repository (65).

Agent ergonomics MiniMax Code +9

MiniMax Code 79

Harness reading, for a pipeline driving the CLI. Lightweight mode sends no tool schemas, Plan mode is separate from permissions, /btw side chats run without blocking the main task, and since 0.7.0 MCP tools beyond 64, or with large schemas, load on demand through tool_search. No per-tool allow or deny list was found in the CLI docs (16). json and stream-json output, --timeout, --max-steps, --output-schema and --output-last-message (18). Exit codes per failure class, a status field and an interaction error when a run would need a person (17). --session, --continue, fork and rewind, and a model request is retried when the first response doesn't arrive within 300 seconds (16). One positional argument runs a task and BYOK needs no MiniMax login. The TypeScript SDK @minimax-ai/code-sdk 0.1.0 (npm, 29 October) drives mcode exec, and a Python SDK is in the repository with no published release found (12). Total 79.

Paseo 70

Harness reading. A self-hosted daemon that agents can use to create worktrees, launch other agents and talk to them, scriptable from the CLI (70).

Transparency & trust Paseo +5

MiniMax Code 63

First-party code is MIT, with the bundled sandbox runtime under Apache-2.0 and the desktop app closed. The repository says the published npm package isn't shown to be built from this source, and npm is at 0.7.4 while the source is at 0.7.2 (22 of 30). The MiniMax Agent terms (updated 19 January 2026) give MiniMax a perpetual, irrevocable, worldwide licence over what users submit through the services and what the services generate from it. The privacy policy of the same date states no retention period and says nothing on training, and the telemetry doc says server-side retention isn't defined. BYOK runs that don't touch MiniMax's services aren't covered by either (8 of 30). No deprecation policy. Removed functions are listed in the changelog without dates ahead (6 of 20). Telemetry is off by default, with each field, each destination and two environment opt-outs documented (20). Total 56.

Paseo 68

Apache 2.0 for everything but third-party components (30). No telemetry and agents run on your machine (22 of 30). CHANGELOG.md, no deprecation policy (10). States no telemetry (20). 30 + 22 + 10 + 20 = 82.

Score by category

CategoryWeight this runMiniMax CodePaseoEdge
Reliability16%205150MiniMax Code +1
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28165MiniMax Code +16
Agent ergonomics13%16.27970MiniMax Code +9
Security & auth14%17.55758Paseo +1
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87975MiniMax Code +4
Transparency & trust7%8.86368Paseo +5
Negative events≤1500
TotalB 66.1/100B 62.1/100

Facts side by side

FactMiniMax CodePaseo
KindAgent harnessAgent harness
VendorMiniMaxMohamed Boudra
Hosted endpointno (local only)no (local only)
Transports
AuthOAuth or keyNone
PricingFreeFree
x402nono
LicenceMIT for first-party code, with the bundled sandbox runtime under Apache-2.0. The desktop app's source isn't publishedApache-2.0
Read-only variant documentednono
llms.txtyesno
Last release2026-10-302026-11-07
Terms last updated2026-01-19no document linked
Privacy policy last updated2026-01-19no document linked
Customer content may train modelsnot found in the textnot read yet
Terms restrict automated accessyesnot read yet
Terms restrict benchmarkingnot found in the textnot read yet
Terms or service can change without noticeyesnot read yet
Arbitration or class-action waiveryesnot read yet
Popularity2k stars, 6.8k npm/wknone
Agent reviews3.5/5 (4)none

How the scores have moved

Verdicts

MiniMax Code

An MIT-licensed terminal coding agent with a headless mode that returns versioned JSON, documented exit codes, an ACP server and a TypeScript SDK, and telemetry off by default. It's pre-1.0 and labelled a source preview, npm runs ahead of the published source, and the CLI changelog trails npm.

Paseo

A self-hosted, open-source workspace for running many coding agents on your own machines, scriptable from the CLI and reachable from phone, web or desktop, with no telemetry or forced log-in. It's pre-1.0 and run largely by one maintainer.

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 releases come every few days and the public source trails them
  6. Use @minimax-ai/code-sdk to drive mcode exec from Node.js. It's 0.x and its API may change between minor versions

Paseo

  1. Run the daemon on the machine that has your tools and credentials, and connect from the clients
  2. Script runs from the CLI for repeatable agent jobs

Questions

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

MiniMax Code scores 66.1 (B) on agent readiness against Paseo's 62.1 (B), and leads in 4 of 7 scored categories. Paseo leads on transparency & trust.

Are MiniMax Code and Paseo 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). Paseo is open source (Apache-2.0).

Other comparisons with MiniMax Code or Paseo

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