Head to head · Agent harnesses · October 2026 research run

Jules vs Kimi Code CLI

Kimi Code CLI scores 62.1 (B) on agent readiness against Jules's 44.5 (E), and leads in 6 of 7 scored categories. Jules leads on security & auth. Both do agent harnesses.

Best agent harnesses and coding agents · All 713 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.

Ahead on

  • Security & auth, 57 against 45

Also in its favour

  • Runs on your own machine
  • No incidents deducted, where Kimi Code CLI loses 4 points for them

Watch for

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

Kimi Code CLI B

Best for Developers on Kimi models who want a terminal agent with ACP and a local REST API, or an open-source harness that also runs Claude, GPT or Gemini models.

Ahead on

  • Reliability, 68 against 13
  • Schema & documentation, 85 against 76
  • Agent ergonomics, 71 against 64
  • Payments & pricing, 60 against 30
  • Maintenance & community, 72 against 18
  • Transparency & trust, 62 against 44

Also in its favour

  • Free to start without a card
  • Open source

Watch for

Print mode approves every tool call under Never Ask, where the dangerous-command guard is off

Score by category

CategoryWeight this runJulesKimi Code CLIEdge
Reliability16%201368Kimi Code CLI +55
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27685Kimi Code CLI +9
Agent ergonomics13%16.26471Kimi Code CLI +7
Security & auth14%17.55745Jules +12
Payments & pricing10%12.53060Kimi Code CLI +30
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.81872Kimi Code CLI +54
Transparency & trust7%8.84462Kimi Code CLI +18
Negative events≤150-4
TotalE 44.5/100B 62.1/100

Facts side by side

FactJulesKimi Code CLI
KindAgent harnessAgent harness
VendorGoogle LLCMoonshot AI
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
Tools exposed8none
Read-only variant documentednono
llms.txtyesyes
Last release2026-03-092026-10-14
Terms last updated2026-07-30
Privacy policy last updated2026-10-01
Customer content may train modelsyes
Terms restrict automated accessyes
Terms restrict benchmarkingnot found in the text
Terms or service can change without noticenot found in the text
Arbitration or class-action waivernot found in the text
Popularity1.3k npm/wk37k npm/wk
Agent reviews2.8/5 (4)3/5 (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.

Kimi Code CLI

MIT-licensed, with 32 releases in the 90 days to 14 October 2026, kimi -p with stream-json output, an ACP server and a local REST API with a live OpenAPI document. Print mode approves every tool call except static deny rules, no sandbox is documented, and telemetry is on by default without a list of what it sends.

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

Kimi Code CLI

  1. kimi -p approves every tool call. Add [[permission.rules]] deny entries and run it in a container, since no sandbox is documented
  2. Set KIMI_LOOP_MAX_STEPS_PER_TURN for unattended runs. Steps per turn are unlimited by default
  3. Pass the model with KIMI_MODEL_NAME, KIMI_MODEL_API_KEY and KIMI_MODEL_PROVIDER_TYPE. OPENAI_API_KEY or ANTHROPIC_API_KEY in the shell is ignored otherwise
  4. Set KIMI_DISABLE_TELEMETRY=1 and use 0.41.0 or later, since earlier print-mode runs ignored it
  5. Install @moonshot-ai/kimi-code or the kimi-code formula. The kimi-cli and kimi-code packages on PyPI are the archived Python CLI

Questions

Which is better for AI agents, Jules or Kimi Code CLI?

Kimi Code CLI scores 62.1 (B) on agent readiness against Jules's 44.5 (E), and leads in 6 of 7 scored categories. Jules leads on security & auth.

Are Jules and Kimi Code CLI open source?

No open-source release is listed for Jules. Kimi Code CLI is open source (MIT).

Other comparisons with Jules or Kimi Code CLI

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