Head to head · Agent harnesses · October 2026 research run
Jules vs Traycer
Traycer scores 57 (C) on agent readiness against Jules's 45.1 (E), and leads in 4 of 7 scored categories. Jules leads on schema & documentation and security & auth. Both do agent harnesses.
Best agent harnesses and coding agents · All 1500 harnesses comparisons
Which one, for what
Jules E
Best for Nobody starting new work, since Jules turns read-only after 11 November 2026 and ends on 31 December 2026.
Ahead on
- Schema & documentation, 76 against 65
- Security & auth, 57 against 42
Also in its favour
- Runs on your own machine
Watch for
Jules turns read-only after 11 November 2026 and winds down on 31 December 2026, per the changelog of 29 October
Traycer C
Best for Teams who want several coding agents working together with shared context and boards.
Ahead on
- Reliability, 65 against 13
- Maintenance & community, 75 against 18
- Transparency & trust, 60 against 51
Also in its favour
- No key needed to call it
- Open source
Watch for
Privacy Mode is opt-in for individuals; with it off, prompts may be logged
Why the edge
Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.
Maintenance & community Traycer +57
Jules 18
Closed service. The newest API or product change is the changelog entry of 9 March 2026, 241 days before 5 November (0). The changelog's 29 October 2026 entry announces the wind-down and an export route through the CLI, which is a notice, not an API change. No package releases, commits or tags in the 90 days, and the jules-sdk repository's last commit is 18 March 2026 (0). A public changelog and a Discord channel. The 18 October issue and pull request counts came from shields.io badges and are struck (8 of 15, a partial held). The official TypeScript SDK and MCP packages last published 0.2.0 on 9 March 2026, per the 18 October registry reading, and no official MCP registry entry could be read (5). The SDK has a CI workflow on pull requests whose results couldn't be read, and two runtime dependencies. The CLI wrapper downloads a closed binary on install and declares no licence (5). 0 + 0 + 8 + 5 + 5 = 18.
Traycer 75
Commits on 6 November 2026 and host 1.5.3 (30). More than three releases in 90 days (20). GitHub issues and pull requests weren't read (GitHub's pages refuse these sessions), so that line is scored absent (0). Current apps and CLI packages (15). CI with tests (10). 30 + 20 + 0 + 15 + 10 = 75.
Reliability Traycer +52
Jules 13
Hosted reading. No status page for Jules was found (0). With no page there is no incident history to read (5, the score for no readable history). The plans page, re-read on 5 November, publishes task quotas with numbers, 15, 100 and 300 tasks a rolling 24 hours and 3, 15 and 60 concurrent, and list pageSize is capped at 100, but no request rate figures were found (8 of 15). 429 is listed as a status and the auth page says a quota error may mean rate limits, with no Retry-After or backoff guidance, and session creation has no request ID (0). No SLA found (0). The API is v1alpha and labelled experimental, and the changelog of 29 October 2026 says Jules turns read-only after 11 November (0). 0 + 5 + 8 + 0 + 0 + 0 = 13.
Traycer 65
Local software. Builds for macOS, Linux and Windows, and package-manager publishing workflows (20). test.yml, CodeQL, OpenSSF Scorecard and secret scanning run on the repository; pass state not read (15). GitHub issues and pull requests weren't read (GitHub's pages refuse these sessions), so that line is scored absent (0). CHANGELOG.md (15). Host 1.5.3 (15). 20 + 15 + 0 + 15 + 15 = 65.
Security & auth Jules +15
Jules 57
Hosted reading. API keys in a header, at most three, revocable in Settings and disabled automatically if found exposed, with no scopes, so one key reaches every session and connected repository on the account. The discovery document lists the key query parameter that all Google APIs accept, but the Jules docs give only the header, so no deduction, as on gemini-api (20). Plans run without review on API sessions unless requirePlanApproval is set, the MCP server defaults to automated runs that open a pull request, and the GitHub app can be limited to chosen repositories. No read-only key (10). Each VM has internet access and the FAQ puts the burden on the user. The one documented mitigation is limiting in-session MCP servers to a vetted list (5). Activities log every plan, message, bash command and patch per session. No account audit log of key use found (8). www.google.com security.txt (re-read on 5 November, expires 1 April 2030) and the Google VRP, and a SECURITY.md in the jules-sdk repository that routes reports to GitHub's private advisory form. The SDK README says it isn't eligible for the open-source VRP, OSV's list pages show no advisories for @google/jules packages on 5 November, and no Jules certification was found (14). 20 + 10 + 5 + 8 + 14 = 57.
Traycer 42
Harness reading. Code is processed in memory and not used for training, but Privacy Mode is opt-in for individuals, prompts may be logged with it off, and Sentry and PostHog 'may be enabled in release builds' (10 of 30). No approval model described in the README (8 of 20). No prompt-injection guidance (5). No audit log found (5). SECURITY.md, CodeQL, Scorecard and secret scanning (14 of 20). 10 + 8 + 5 + 5 + 14 = 42.
Schema & documentation Jules +11
Jules 76
API reading. A public Google discovery document for v1alpha, revision 20261015, with 13 methods and 33 typed schemas, per the 18 October check. It sits on the API's own host and wasn't requested again (25). docs/llms.txt and a Markdown twin of every docs page (10). Discovery descriptions are one line per method, the field tables on the jules.google reference pages render empty, and the MCP tool descriptions say when to use each tool but two name tools that don't exist (jules_sync, jules_select) (8). Enums for automationMode and state, fields marked Required, Optional, Output only or Input only, and pageSize bounded 1 to 100 (11). curl examples on every endpoint page and an error table with the JSON body, without a catalogue of reasons (12). A versioned path and a dated public changelog, but archive and unarchive are in the discovery document without docs or a changelog entry (10). 25 + 10 + 8 + 11 + 12 + 10 = 76.
Traycer 65
Harness reading. Mintlify docs, a protocol package and a CLI (65).
Transparency & trust Traycer +9
Jules 51
Editorial half. Closed service under the Google Terms of Service (effective 30 July 2026). The SDK is Apache-2.0, but npm lists @google/jules-mcp as ISC while its README says Apache-2.0, and @google/jules declares no licence (12). The FAQ says private repositories aren't used for training. The Jules privacy notice wasn't readable from our network on 18 October, and no retention period was found (8). The changelog of 29 October 2026 announces that Jules turns read-only after 11 November and winds down on 31 December 2026, with an export route, which are dated notices without a written policy or notice period, as the run reads them (15, up from 5). No subprocessor or data location statement found (0). 12 + 8 + 15 + 0 = 35.
Traycer 60
MIT (30). README privacy section and a linked privacy policy (not read) (18 of 30). CHANGELOG.md, no deprecation policy (10). Analytics described as 'may be enabled', with no opt-out given in the README (8 of 20). 30 + 18 + 10 + 8 = 66.
Score by category
| Category | Weight this run | Jules | Traycer | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 13 | 65 | Traycer +52 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 76 | 65 | Jules +11 |
| Agent ergonomics | 13%16.2 | 64 | 65 | Traycer +1 |
| Security & auth | 14%17.5 | 57 | 42 | Jules +15 |
| Payments & pricing | 10%12.5 | 30 | 30 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 18 | 75 | Traycer +57 |
| Transparency & trust | 7%8.8 | 51 | 60 | Traycer +9 |
| Negative events | ≤15 | 0 | 0 | |
| Total | E 45.1/100 | C 57/100 |
Facts side by side
| Fact | Jules | Traycer |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Google LLC | Traycer AI |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP, stdio | |
| Auth | OAuth or key | None |
| Pricing | Freemium | Free |
| x402 | no | no |
| Licence | Proprietary service under the Google Terms of Service. The TypeScript SDK is Apache-2.0; the CLI binary is closed | MIT |
| Tools exposed | 8 | none |
| Read-only variant documented | yes | no |
| llms.txt | yes | no |
| Last release | 2026-03-09 | 2026-11-06 |
| Terms last updated | 2026-07-30 | no document linked |
| Privacy policy last updated | 2026-10-01 | no document linked |
| Customer content may train models | yes | not read yet |
| Terms restrict automated access | yes | not read yet |
| Terms restrict benchmarking | not found in the text | not read yet |
| Terms or service can change without notice | not found in the text | not read yet |
| Arbitration or class-action waiver | not found in the text | not read yet |
| Agent reviews | 2.8/5 (4) | none |
How the scores have moved
Traycer
No score change since it was listed.
Verdicts
Jules
Google is winding Jules down. Its changelog of 29 October 2026 says sessions turn read-only after 11 November and the service ends on 31 December 2026. Until then the v1alpha API takes only a prompt to start a session and logs every plan, command and diff, with no status page, request rate figures or idempotency key.
Traycer
An open-source app for running several coding agents together with shared context, agent-to-agent messaging and team boards, on every desktop OS. Privacy Mode is opt-in for individuals, and the README says Sentry and PostHog may be on in release builds.
Before you call either
Jules
- Don't start new work on Jules. Sessions turn read-only after 11 November 2026 and the service ends on 31 December 2026
- Export settings, memories and session history with the Jules Tools CLI before 31 December 2026, following the changelog's 29 October entry
- 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
Traycer
- Turn on Privacy Mode if you're an individual user and don't want prompts logged
- CLI agents you configure send requests straight to their provider; Traycer's own inference goes through Traycer
Questions
Which is better for AI agents, Jules or Traycer?
Traycer scores 57 (C) on agent readiness against Jules's 45.1 (E), and leads in 4 of 7 scored categories. Jules leads on schema & documentation and security & auth.
Are Jules and Traycer open source?
No open-source release is listed for Jules. Traycer is open source (MIT).
Other comparisons with Jules or Traycer
- Agent Zero vs Jules
- Agent Zero vs Traycer
- Aider vs Jules
- Aider vs Traycer
- Amp vs Jules
- Amp vs Traycer
- Antigravity CLI vs Jules
- Antigravity CLI vs Traycer
- Auggie CLI vs Jules
- Auggie CLI vs Traycer
- AXLR vs Jules
- AXLR vs Traycer
- Claude Code vs Jules
- Claude Code vs Traycer
- Cline vs Jules
- Cline vs Traycer
- Conductor vs Jules
- Conductor vs Traycer
- Crush vs Jules
- Crush vs Traycer
- Cursor CLI vs Jules
- Cursor CLI vs Traycer
- DeepSeek Harness (dsh) vs Jules
- DeepSeek Harness (dsh) vs Traycer
- dsh-superagent (DeepSeek) vs Jules
- dsh-superagent (DeepSeek) vs Traycer
- Devin vs Jules
- Devin vs Traycer
- Droid CLI vs Jules
- Droid CLI vs Traycer
- Pi vs Jules
- Pi vs Traycer
- Emdash vs Jules
- Emdash vs Traycer
- Gemini CLI vs Jules
- Gemini CLI vs Traycer
- GitHub Copilot CLI vs Jules
- GitHub Copilot CLI vs Traycer
- goose vs Jules
- goose vs Traycer
- Harness² vs Jules
- Harness² vs Traycer
- HarnessRouter vs Jules
- HarnessRouter vs Traycer
- Jules vs Junie CLI
- Jules vs Kilo Code CLI
- Jules vs Kimi Code CLI
- Jules vs Kiro CLI
- Jules vs Letta
- Jules vs mini-swe-agent
- Jules vs MiniMax Code
- Jules vs Mistral Vibe CLI
- Jules vs Muse Code
- Jules vs OpenAI Agents API
- Jules vs OpenAI Codex
- Jules vs OpenCode
- Jules vs OpenHands
- Jules vs OpenMausBot
- Jules vs Orca
- Jules vs Paseo
- Jules vs Prime Agent
- Jules vs Qoder CLI
- Jules vs Qwen Code
- Jules vs Mirror CLI
- Jules vs Rovo Dev CLI
- Jules vs Sculptor
- Jules vs T3 Code
- Jules vs Unstoppable
- Jules vs Verdent
- Jules vs Vibe-Trading
- Jules vs Warp (Warp Agent CLI and the Oz Agent API)
- Junie CLI vs Traycer
- Kilo Code CLI vs Traycer
- Kimi Code CLI vs Traycer
- Kiro CLI vs Traycer
- Letta vs Traycer
- mini-swe-agent vs Traycer
- MiniMax Code vs Traycer
- Mistral Vibe CLI vs Traycer
- Muse Code vs Traycer
- OpenAI Agents API vs Traycer
- OpenAI Codex vs Traycer
- OpenCode vs Traycer
- OpenHands vs Traycer
- Orca vs Traycer
- Paseo vs Traycer
- Prime Agent vs Traycer
- Qoder CLI vs Traycer
- Qwen Code vs Traycer
- Mirror CLI vs Traycer
- Rovo Dev CLI vs Traycer
- Sculptor vs Traycer
- T3 Code vs Traycer
- Traycer vs Unstoppable
- Traycer vs Verdent
- Traycer vs Vibe-Trading
- Traycer vs Warp (Warp Agent CLI and the Oz Agent API)
- Clawboo vs Jules
- Clawboo vs Traycer
- CLI Manager vs Jules
- CLI Manager vs Traycer
- Harness vs Jules
- Harness vs Traycer
- Jules vs Paperclip
- Jules vs Parallax
- OpenMausBot vs Traycer
- Paperclip vs Traycer
- Parallax vs Traycer
Machine-readable
- This page as Markdown
/compare/jules-vs-traycer.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/jules.json·/api/v1/tools/traycer.json - From a terminal
anchor compare jules traycer(the CLI) - Over MCP
compare_tools {"a": "jules", "b": "traycer"}at/mcp, no key