CodelvsSourceCraft Code Assistant
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
Codel
Serhii Semenov · Autonomous SWE
#257OSS
Panel
4.08 spec wins
- Reliability
- 3.5
- Usefulness
- 4.2
- Cost
- 6.7
- Longevity
- 1.5
“It picks the Docker base image from your task description, which is either clever or how you end up compiling PHP.”
SourceCraft Code Assistant
Yandex · Autonomous SWE
#255
Panel
4.52 spec wins
- Reliability
- 4.0
- Usefulness
- 4.7
- Cost
- 4.7
- Longevity
- 4.5
“It creates the task before it does the work, so it now files its own tickets, which is more process rigour than most teams manage.”
Spec by spec
| Spec | Codel | SourceCraft Code Assistant |
|---|---|---|
| Architecture | ||
| Category | Autonomous SWE | Autonomous SWE |
| Runs | local, sandbox | cloud |
| Platforms | macos, linux, windows | web |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | No | No |
| MCP server | No | No |
| Capabilities | ||
| Runs terminal commands | Yes | No |
| Multi-file edits | Yes | Yes |
| Git operations | No | Yes |
| Browser control | Yes | No |
| Sandboxed execution | Yes | No |
| Multi-agent orchestration | No | No |
| Headless / CI mode | No | YesThe agent mode prepares a pull request and starts a deployment through the platform's own CI/CD. |
| Models | ||
| Backbone | GPT, Llama | undisclosed |
| Bring your own model | Yes | No |
| Local models | Yes | No |
| Cost | ||
| Pricing model | byok | mixed |
| Starts at | n/a | n/a |
| Free tier | Yes | No |
| Bring your own key | Yes | No |
| Openness | ||
| Open source | Yes | No |
| License | AGPL-3.0 | proprietary |
| GitHub stars | 2,475 | n/a |
Which one would each critic pick
| Critic | Codel | SourceCraft Code Assistant | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 3.8 | 5.3 | SourceCraft Code Assistant — Pick this only if you already build and deploy on this vendor's cloud; pick GitLab Duo if you want the same one-platform story somewhere your team can actually buy it. |
| El Crítico | 3.8 | 4.8 | SourceCraft Code Assistant — The advertised flow ends with the agent triggering a deployment, and nothing published describes a human gate between the generated change and production. |
| El Profesor | 4.3 | 4.5 | SourceCraft Code Assistant — The agent generates the tests for the code it just wrote, which is not verification: it is the same model asserting its own output twice. |
| La Inversora | 3.5 | 5.8 | SourceCraft Code Assistant — Tariffs are published on the platform in the vendor's own currency, which tells you the buyer this was built for, and it is a regional one. |
| La Jefa | 3.0 | 3.8 | SourceCraft Code Assistant — There is no dollar list price to multiply by sixty, the code lives on the vendor's cloud, and the data residency answer is a jurisdiction rather than a policy. |
| El Hacker | 5.5 | 2.8 | Codel — AGPL-3.0, one docker run with OPEN_AI_KEY and port 3000, and Ollama support, so the whole thing runs on my hardware with nothing phoning home. |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.