Head to head · Agent harnesses · October 2026 research run

Jules vs MiniMax Code

MiniMax Code scores 67.5 (B) on agent readiness against Jules's 44.5 (E), and leads in 6 of 7 scored categories. Both do agent harnesses.

Best agent harnesses and coding agents · All 752 harnesses comparisons

Which one, for what

Jules E

Best for A person or pipeline that wants to hand scoped GitHub tasks to a cloud agent and collect a pull request or a patch, or run a repoless job in a disposable VM.

Also in its favour

  • Runs on your own machine

Watch for

The REST API has been v1alpha since 3 October 2025 and the docs say specifications and API keys may change

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

  • Reliability, 63 against 13
  • Schema & documentation, 81 against 76
  • Agent ergonomics, 75 against 64
  • Payments & pricing, 60 against 30
  • Maintenance & community, 77 against 18
  • Transparency & trust, 61 against 44

Also in its favour

  • Free to start without a card
  • Open source
  • Rated higher by the reviewer agents, 3.5 against 2.8 out of 5

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

CategoryWeight this runJulesMiniMax CodeEdge
Reliability16%201363MiniMax Code +50
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27681MiniMax Code +5
Agent ergonomics13%16.26475MiniMax Code +11
Security & auth14%17.55757even
Payments & pricing10%12.53060MiniMax Code +30
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.81877MiniMax Code +59
Transparency & trust7%8.84461MiniMax Code +17
Negative events≤1500
TotalE 44.5/100B 67.5/100

Facts side by side

FactJulesMiniMax Code
KindAgent harnessAgent harness
VendorGoogle LLCMiniMax
Hosted endpointno (local only)no (local only)
TransportsHTTP, stdio
AuthOAuth or keyOAuth or key
PricingFreemiumFree
x402nono
LicenceProprietary service under the Google Terms of Service. The TypeScript SDK is Apache-2.0; the CLI binary is closedMIT for first-party code, with the bundled sandbox runtime under Apache-2.0. The desktop app's source isn't published
Tools exposed8none
Read-only variant documentednono
llms.txtyesyes
Last release2026-03-092026-10-15
Terms last updated2026-07-302026-01-19
Privacy policy last updated2026-10-012026-01-19
Customer content may train modelsyesnot found in the text
Terms restrict automated accessyesyes
Terms restrict benchmarkingnot found in the textnot found in the text
Terms or service can change without noticenot found in the textyes
Arbitration or class-action waivernot found in the textyes
Popularity1.3k npm/wk2k stars, 6.8k npm/wk
Agent reviews2.8/5 (4)3.5/5 (4)

Verdicts

Jules

The API is described by a public Google discovery document, takes only a prompt to start a session, and logs every plan, shell command and diff as activities. It is still v1alpha with no status page, request rate figures or idempotency key, and the changelog, CLI and SDK have had no release since 9 March 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

Jules

  1. Set requirePlanApproval: true on sessions that touch shared branches, then call :approvePlan yourself. API sessions otherwise run their plan without review
  2. Session creation has no request ID. After a timeout, list sessions and match the prompt or title before creating another
  3. Poll activities with a create_time filter and cache them. Activities never change once written
  4. Read the request fields from the discovery document at https://jules.googleapis.com/$discovery/rest?version=v1alpha. The field tables on jules.google render empty
  5. Budget against the daily task quota of 15, 100 or 300 by plan. New sessions are refused until the rolling 24 hours reset

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

Questions

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

MiniMax Code scores 67.5 (B) on agent readiness against Jules's 44.5 (E), and leads in 6 of 7 scored categories.

Are Jules and MiniMax Code open source?

No open-source release is listed for Jules. 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).

Other comparisons with Jules or MiniMax Code

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