AgenticSeekvsJules
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
AgenticSeek
Fosowl · Autonomous SWE
#214OSS
Panel
5.35 spec wins
- Reliability
- 4.0
- Usefulness
- 5.3
- Cost
- 7.7
- Longevity
- 4.3
“The wake word is whatever you named the assistant, and the docs suggest John or Emma, because speech recognition has taste.”
Jules
Google · Autonomous SWE
#141MCP
Panel
5.74 spec wins
- Reliability
- 5.3
- Usefulness
- 5.8
- Cost
- 6.3
- Longevity
- 5.3
“Fifteen free tasks a day, as long as you are over 18 and using a personal Gmail rather than the company account.”
Spec by spec
| Spec | AgenticSeek | Jules |
|---|---|---|
| Architecture | ||
| Category | Autonomous SWE | Autonomous SWE |
| Runs | local | cloud, sandbox |
| Platforms | macos, linux, windows | web, macos, linux, windows |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | No | Yes |
| MCP server | No | No |
| Capabilities | ||
| Runs terminal commands | Yes | Yes |
| Multi-file edits | No | Yes |
| Git operations | No | Yes |
| Browser control | Yes | YesThe default VM image includes Playwright and chromedriver, and Jules renders a front end and returns screenshots to verify its work (https://jules.google/docs/environment). |
| Sandboxed execution | Yes | YesEach task gets a secure, short-lived Ubuntu VM with internet access (https://jules.google/docs/environment). |
| Multi-agent orchestration | Yes | No |
| Headless / CI mode | No | YesScriptable through `jules remote new --repo ... --session "..."` and the REST API (https://jules.google/docs/cli/reference). |
| Models | ||
| Backbone | any | Gemini 3 Flash, Gemini 3.1 Pro |
| Bring your own model | Yes | NoJules runs only on Google-hosted Gemini models; there is no provider picker, custom base URL, gateway or cloud deployment of your own. |
| Local models | Yes | NoTasks run in a Google-hosted VM with no configurable model endpoint, so no local LLM can be used. |
| Cost | ||
| Pricing model | free | subscription |
| Starts at | n/a | $19.99/mo |
| Free tier | Yes | Yes |
| Bring your own key | Yes | NoAccess comes from a Google AI plan; no Gemini API key or Google Cloud project of your own can be attached. |
| Openness | ||
| Open source | Yes | No |
| License | GPL-3.0 | proprietary |
| GitHub stars | 27,417 | n/a |
Which one would each critic pick
| Critic | AgenticSeek | Jules | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 5.5 | 6.8 | Jules — Use Jules for the backlog you never get to, fifteen free tasks a day on a personal Google account, and do not adopt it as a team tool because the paid plans do not accept business accounts yet. |
| El Crítico | 5.0 | 6.3 | Jules — Jules runs your repo in a VM you cannot inspect on a model you cannot choose, and the failure mode is a pull request built on an environment that never installed correctly. |
| El Profesor | 5.8 | 6.3 | Jules — Jules has the correct autonomous architecture, an isolated VM, a plan reviewed before edits, tests run in place, and publishes no benchmark by which to judge what it does with it. |
| La Inversora | 5.0 | 6.0 | Jules — Jules is a feature of a consumer subscription, not a company, and the risk to a buyer is a deprecation notice rather than a bankruptcy. |
| La Jefa | 3.0 | 4.8 | Jules — Paid plans are limited to individual Google accounts and Workspace support is in development, so there is no way to buy this for sixty engineers; not yet. |
| El Hacker | 7.8 | 4.3 | AgenticSeek — GPL-3.0, config.ini decides everything with is_local and provider_name, llama.cpp answers over the LAN, and there is no MCP client anywhere in it. |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.