II-AgentvsSWE-agent
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
II-Agent
Intelligent Internet · Autonomous SWE
#165OSS
Panel
6.41 spec wins
- Reliability
- 5.7
- Usefulness
- 6.5
- Cost
- 7.8
- Longevity
- 5.5
“It generates illustrated storybooks and video, so your agent budget and your child's bedtime now share a provider.”
SWE-agent
Princeton University and Stanford University · Autonomous SWE
#144OSS
Panel
5.13 spec wins
- Reliability
- 5.5
- Usefulness
- 4.8
- Cost
- 6.5
- Longevity
- 3.7
“Maintenance-only and superseded by a version with mini in the name, which is the most honest changelog on this board.”
Spec by spec
| Spec | II-Agent | SWE-agent |
|---|---|---|
| Architecture | ||
| Category | Autonomous SWE | Autonomous SWE |
| Runs | local, cloud | local, sandbox |
| Platforms | macos, linux, web | macos, linux |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | No | No |
| MCP server | No | No |
| Capabilities | ||
| Runs terminal commands | Yes | Yes |
| Multi-file edits | Yes | Yes |
| Git operations | No | Yes |
| Browser control | Yes | No |
| Sandboxed execution | Yes | Yes |
| Multi-agent orchestration | No | No |
| Headless / CI mode | No | Yes |
| Models | ||
| Backbone | Anthropic, OpenAI, Google Vertex AI, Azure OpenAI, self-hosted models | Claude, GPT, any LiteLLM-supported model |
| Bring your own model | Yes | Yes |
| Local models | YesThe model config example documents Vertex AI, Azure and self-hosted model endpoints. | Yes |
| Cost | ||
| Pricing model | byok | byok |
| Starts at | $0/mo | $0/mo |
| Free tier | Yes | Yes |
| Bring your own key | Yes | Yes |
| Openness | ||
| Open source | Yes | Yes |
| License | Apache-2.0 | MIT |
| GitHub stars | 3,392 | 20,455 |
Which one would each critic pick
| Critic | II-Agent | SWE-agent | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 6.5 | 5.0 | II-Agent — Pick this when you want finished artefacts out the other end rather than edits to a repo; pick Manus if you would rather someone else ran the whole thing. |
| El Crítico | 5.8 | 4.8 | II-Agent — It holds live tokens for Gmail, Slack, GitHub, Notion, Dropbox and Canva in one place, and the same process also drives a browser and a shell. |
| El Profesor | 6.5 | 5.8 | II-Agent — The interesting pipeline is research to artefact with citations attached, which is a verifiable output format, and nothing published measures how often the citations hold. |
| La Inversora | 6.3 | 4.0 | II-Agent — A permissive core with a hosted app on top and no published price is a distribution experiment, not yet a company, and the experiment is running on the model bill. |
| La Jefa | 5.5 | 3.8 | II-Agent — Zero per seat and a Docker Compose deployment my platform team can run, but nothing here executes unattended, so it never becomes part of a pipeline. |
| El Hacker | 7.8 | 7.5 | II-Agent — Apache-2.0, my keys, and the model config takes Vertex, Azure or a self-hosted endpoint, so inference can stay on hardware I picked. |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.