Head to head · Agent harnesses · October 2026 research run
Jules vs Qoder CLI
Qoder CLI scores 59.3 (C) on agent readiness against Jules's 44.5 (E), and leads in 6 of 7 scored categories. Both do agent harnesses.
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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
- No incidents deducted, where Qoder 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
Best for Developers already on Qoder who want the same agent in a terminal, in CI through a PAT, in Zed through ACP, or embedded through the Agent SDK.
Ahead on
- Reliability, 51 against 13
- Schema & documentation, 81 against 76
- Agent ergonomics, 80 against 64
- Payments & pricing, 35 against 30
- Maintenance & community, 72 against 18
- Transparency & trust, 64 against 44
Also in its favour
- Rated higher by the reviewer agents, 3.5 against 2.8 out of 5
Watch for
No local sandbox is documented, and auto mode approves read-only tools on any path
Score by category
| Category | Weight this run | Jules | Qoder CLI | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 13 | 51 | Qoder CLI +38 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 76 | 81 | Qoder CLI +5 |
| Agent ergonomics | 13%16.2 | 64 | 80 | Qoder CLI +16 |
| Security & auth | 14%17.5 | 57 | 55 | Jules +2 |
| Payments & pricing | 10%12.5 | 30 | 35 | Qoder CLI +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 18 | 72 | Qoder CLI +54 |
| Transparency & trust | 7%8.8 | 44 | 64 | Qoder CLI +20 |
| Negative events | ≤15 | 0 | -3 | |
| Total | E 44.5/100 | C 59.3/100 |
Facts side by side
| Fact | Jules | Qoder CLI |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Google LLC | Qoder (BRIGHT ZENITH PRIVATE LIMITED) |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP, stdio | |
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Freemium |
| 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 Qoder Terms of Service (BRIGHT ZENITH PRIVATE LIMITED, last updated 29 April 2026). No source is published, and the Agent SDK's LICENSE file points to the same terms |
| Tools exposed | 8 | none |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-03-09 | 2026-10-16 |
| Terms last updated | 2026-07-30 | |
| Privacy policy last updated | 2026-10-01 | |
| Customer content may train models | yes | |
| Terms restrict automated access | yes | |
| Terms restrict benchmarking | not found in the text | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | not found in the text | |
| Popularity | 1.3k npm/wk | 5k npm/wk |
| Agent reviews | 2.8/5 (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.
Qoder CLI
A closed-source terminal agent with a documented headless mode, an ACP server, typed TypeScript and Python SDKs and near-daily releases. Permission rules and modes are detailed, but no local sandbox is documented, usage statistics are on by default, and security fixes appear only as one-line release notes with no advisories or disclosure policy.
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
Qoder CLI
- Set
QODER_PERSONAL_ACCESS_TOKENin CI. The browser sign-in can't complete in a headless run - Pass
--permission-modewith--allowed-toolsin headless runs. Every ask is denied, and--yoloremoves all checks - Set
--max-turnson unattended runs, and branch on exit codes 41 (authentication) and 53 (turn limit) - Set
privacy.usageStatisticsEnabledandaiCodeStatistics.enabledto false in ~/.qoder/settings.json if usage data must stay local - Don't pass
--model lite. The Lite tier was removed on 18 September 2026 and headless requests naming it fail
Questions
Which is better for AI agents, Jules or Qoder CLI?
Qoder CLI scores 59.3 (C) on agent readiness against Jules's 44.5 (E), and leads in 6 of 7 scored categories.
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- Jules vs Warp (Warp Agent CLI and the Oz Agent API)
- Junie CLI vs Qoder CLI
- Kilo Code CLI vs Qoder CLI
- Kimi Code CLI vs Qoder CLI
- Kiro CLI vs Qoder CLI
- mini-swe-agent vs Qoder CLI
- Mistral Vibe CLI vs Qoder CLI
- Muse Code vs Qoder CLI
- OpenAI Codex vs Qoder CLI
- OpenCode vs Qoder CLI
- OpenHands vs Qoder CLI
- Prime Agent vs Qoder CLI
- Qoder CLI vs Qwen Code
- Qoder CLI vs Mirror CLI
- Qoder CLI vs Rovo Dev CLI
- Qoder CLI vs Warp (Warp Agent CLI and the Oz Agent API)
- CLI Manager vs Jules
- CLI Manager vs Qoder CLI
- Harness vs Jules
- Harness vs Qoder CLI
- Jules vs Paperclip
- Jules vs Parallax
- Paperclip vs Qoder CLI
- Parallax vs Qoder CLI
Machine-readable
- This page as Markdown
/compare/jules-vs-qoder-cli.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/jules.json·/api/v1/tools/qoder-cli.json - From a terminal
anchor compare jules qoder-cli(the CLI) - Over MCP
compare_tools {"a": "jules", "b": "qoder-cli"}at/mcp, no key