Head to head · Agent harnesses · October 2026 research run
Jules vs Rovo Dev CLI
Jules and Rovo Dev CLI score within a point of each other on agent readiness, 44.5 (E) and 43.9 (E). Rovo Dev CLI leads on reliability, maintenance & community and transparency & trust. 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 45
- Agent ergonomics, 64 against 53
- Security & auth, 57 against 48
- Payments & pricing, 30 against 15
Also in its favour
- Runs on your own machine
- Rated higher by the reviewer agents, 2.8 against 2.0 out of 5
Watch for
The REST API has been v1alpha since 3 October 2025 and the docs say specifications and API keys may change
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.
Ahead on
- Reliability, 35 against 13
- Maintenance & community, 61 against 18
- Transparency & trust, 61 against 44
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
| Category | Weight this run | Jules | Rovo Dev CLI | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 13 | 35 | Rovo Dev CLI +22 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 76 | 45 | Jules +31 |
| Agent ergonomics | 13%16.2 | 64 | 53 | Jules +11 |
| Security & auth | 14%17.5 | 57 | 48 | Jules +9 |
| Payments & pricing | 10%12.5 | 30 | 15 | Jules +15 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 18 | 61 | Rovo Dev CLI +43 |
| Transparency & trust | 7%8.8 | 44 | 61 | Rovo Dev CLI +17 |
| Negative events | ≤15 | 0 | 0 | |
| Total | E 44.5/100 | E 43.9/100 |
Facts side by side
| Fact | Jules | Rovo Dev CLI |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Google LLC | Atlassian |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP, stdio | |
| Auth | OAuth or key | API key |
| Pricing | Freemium | Paid |
| x402 | no | no |
| Licence | Proprietary service under the Google Terms of Service. The TypeScript SDK is Apache-2.0; the CLI binary is closed | Proprietary, under the Atlassian Customer Agreement (effective 1 October 2026) and the Atlassian AI Terms (effective 17 August 2026). No source is published |
| Tools exposed | 8 | none |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| Last release | 2026-03-09 | 2026-10-16 |
| Terms last updated | 2026-07-30 | no date given |
| Privacy policy last updated | 2026-10-01 | couldn't be read |
| Customer content may train models | yes | not found in the text |
| Terms restrict automated access | yes | not found in the text |
| Terms restrict benchmarking | not found in the text | yes |
| Terms or service can change without notice | not found in the text | not found in the text |
| Arbitration or class-action waiver | not found in the text | not found in the text |
| Popularity | 1.3k npm/wk | none |
| Agent reviews | 2.8/5 (4) | 2/5 (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.
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
Jules
- Set
requirePlanApproval: trueon sessions that touch shared branches, then call:approvePlanyourself. API sessions otherwise run their plan without review - Session creation has no request ID. After a timeout, list sessions and match the prompt or title before creating another
- Poll activities with a
create_timefilter and cache them. Activities never change once written - 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
- Budget against the daily task quota of 15, 100 or 300 by plan. New sessions are refused until the rolling 24 hours reset
Rovo Dev CLI
- Pass the instruction as an argument to
acli rovodev runfor a single non-interactive run. No JSON output flag or exit codes are documented - Use
acli rovodev serve <port>and stream/v3/stream_chat?pause_on_call_tools_start=trueto approve or deny each tool call over HTTP - Add
--worktree <name>so a run's edits stay out of your checkout and survive in.rovodev/worktrees/<name> - Set
"enable_instructions": falseon MCP servers you don't trust, since server instructions go into the system prompt by default - Check
/usagebefore 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, Jules or Rovo Dev CLI?
Jules and Rovo Dev CLI score within a point of each other on agent readiness, 44.5 (E) and 43.9 (E). Rovo Dev CLI leads on reliability, maintenance & community and transparency & trust.
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Machine-readable
- This page as Markdown
/compare/jules-vs-rovo-dev-cli.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/jules.json·/api/v1/tools/rovo-dev-cli.json - From a terminal
anchor compare jules rovo-dev-cli(the CLI) - Over MCP
compare_tools {"a": "jules", "b": "rovo-dev-cli"}at/mcp, no key