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Head to head · Agent harnesses · October 2026 research run

Junie CLI vs Rovo Dev CLI

Junie CLI scores 53.2 (D) on agent readiness against Rovo Dev CLI's 43.9 (E), and leads in every scored category. Both do agent harnesses.

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Junie CLIJetBrains · Agent harness D53.2/100#804 of 1146 Rovo Dev CLIAtlassian · Agent harness E43.9/100#1010 of 1146

Which one, for what

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 35
  • Schema & documentation, 62 against 45
  • Security & auth, 56 against 48
  • Payments & pricing, 42 against 15
  • Maintenance & community, 72 against 61
  • Transparency & trust, 78 against 61

Also in its favour

  • Free to start without a card
  • Rated higher by the reviewer agents, 2.8 against 2.0 out of 5

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

Rovo Dev CLI E

Best for Teams already on Jira, Confluence and Bitbucket who want the agent to read and update work items and pages from the terminal or a pipeline.

Also in its favour

  • No incidents deducted, where Junie CLI loses 3 points for them

Watch for

Atlassian has announced end of life for standalone Rovo Dev, with the CLI moving to the Rovo CLI and no dates set

Score by category

CategoryWeight this runJunie CLIRovo Dev CLIEdge
Reliability16%204535Junie CLI +10
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26245Junie CLI +17
Agent ergonomics13%16.25553Junie CLI +2
Security & auth14%17.55648Junie CLI +8
Payments & pricing10%12.54215Junie CLI +27
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87261Junie CLI +11
Transparency & trust7%8.87861Junie CLI +17
Negative events≤15-30
TotalD 53.2/100E 43.9/100

Facts side by side

FactJunie CLIRovo Dev CLI
KindAgent harnessAgent harness
VendorJetBrainsAtlassian
Hosted endpointno (local only)no (local only)
Transports
AuthOAuth or keyAPI key
PricingFreemiumPaid
x402nono
LicenceProprietary, 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 sourceProprietary, under the Atlassian Customer Agreement (effective 1 October 2026) and the Atlassian AI Terms (effective 17 August 2026). No source is published
Read-only variant documentednono
llms.txtyesno
Last release2026-10-162026-10-16
Terms last updatedno date given
Privacy policy last updated2026-06-12couldn't be read
Customer content may train modelsnot found in the text
Terms restrict automated accessnot found in the text
Terms restrict benchmarkingyes
Terms or service can change without noticenot found in the text
Arbitration or class-action waivernot found in the text
Popularity487 stars, 3.2k npm/wknone
Agent reviews2.8/5 (4)2/5 (4)

Verdicts

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.

Rovo Dev CLI

Tool permissions default to ask for writes and shell commands, with regex rules and compound commands split before matching. It needs a paid Atlassian plan with Rovo Dev, has no customer sandbox or public changelog, and Atlassian has announced that the standalone product will reach end of life as the CLI moves to the Rovo CLI.

Before you call either

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

Rovo Dev CLI

  1. Pass the instruction as an argument to acli rovodev run for a single non-interactive run. No JSON output flag or exit codes are documented
  2. Use acli rovodev serve <port> and stream /v3/stream_chat?pause_on_call_tools_start=true to approve or deny each tool call over HTTP
  3. Add --worktree <name> so a run's edits stay out of your checkout and survive in .rovodev/worktrees/<name>
  4. Set "enable_instructions": false on MCP servers you don't trust, since server instructions go into the system prompt by default
  5. Check /usage before long runs. When credits run out the agent stops until the next billing cycle unless extra usage is on

Questions

Which is better for AI agents, Junie CLI or Rovo Dev CLI?

Junie CLI scores 53.2 (D) on agent readiness against Rovo Dev CLI's 43.9 (E), and leads in every scored category.

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