Head to head · Agent harnesses · October 2026 research run

Jules vs Junie CLI

Junie CLI scores 53.2 (D) on agent readiness against Jules's 44.5 (E), and leads in 4 of 7 scored categories. Jules leads on schema & documentation and agent ergonomics. 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

  • Schema & documentation, 76 against 62
  • Agent ergonomics, 64 against 55

Also in its favour

  • Runs on your own machine
  • No incidents deducted, where Junie CLI loses 3 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

Junie CLI D

Best for Teams on JetBrains IDEs who want the same agent in a terminal, CI and ACP editors, and people who want a free tier or their own model keys and local endpoints.

Ahead on

  • Reliability, 45 against 13
  • Payments & pricing, 42 against 30
  • Maintenance & community, 72 against 18
  • Transparency & trust, 78 against 44

Also in its favour

  • Free to start without a card

Watch for

One-shot, piped, ACP and Gateway runs trust the project by design and load its MCP servers, hooks, agents and skills without a prompt

Score by category

CategoryWeight this runJulesJunie CLIEdge
Reliability16%201345Junie CLI +32
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27662Jules +14
Agent ergonomics13%16.26455Jules +9
Security & auth14%17.55756Jules +1
Payments & pricing10%12.53042Junie CLI +12
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.81872Junie CLI +54
Transparency & trust7%8.84478Junie CLI +34
Negative events≤150-3
TotalE 44.5/100D 53.2/100

Facts side by side

FactJulesJunie CLI
KindAgent harnessAgent harness
VendorGoogle LLCJetBrains
Hosted endpointno (local only)no (local only)
TransportsHTTP, stdio
AuthOAuth or keyOAuth or key
PricingFreemiumFreemium
x402nono
LicenceProprietary service under the Google Terms of Service. The TypeScript SDK is Apache-2.0; the CLI binary is closedProprietary, JetBrains s.r.o., all rights reserved, under the JetBrains AI Terms of Service. The GitHub repository holds the README, release binaries and the issue tracker, not source
Tools exposed8none
Read-only variant documentednono
llms.txtyesyes
Last release2026-03-092026-10-16
Terms last updated2026-07-30
Privacy policy last updated2026-10-012026-06-12
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/wk487 stars, 3.2k npm/wk
Agent reviews2.8/5 (4)2.8/5 (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.

Junie CLI

Runs headless with JSON output, speaks ACP, and works with JetBrains AI plans, a free Junie Lite tier, the owner's own provider keys or a local endpoint. Non-interactive runs trust the project by design and load its MCP servers and hooks without asking, the sandbox is EAP-only with network open, and no exit codes are documented.

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

Junie CLI

  1. Run headless only in repositories you trust. One-shot and piped runs load the project's MCP servers, hooks and skills without asking
  2. Set JUNIE_API_KEY (from junie.jetbrains.com/cli) or a provider key such as JUNIE_ANTHROPIC_API_KEY in CI. The default sign-in opens a browser
  3. Add --output-format json or --json-output-file to parse results. Check the output, since exit codes aren't documented
  4. Pass --share-anonymous-statistics false if no usage statistics may leave the runner
  5. Pin a build with --use-version and --skip-update-check. The CLI updates itself on start by default

Questions

Which is better for AI agents, Jules or Junie CLI?

Junie CLI scores 53.2 (D) on agent readiness against Jules's 44.5 (E), and leads in 4 of 7 scored categories. Jules leads on schema & documentation and agent ergonomics.

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