evevsLightAgent
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
eve
Vercel · Agent framework
OSS
Panel
5.82 spec wins
- Reliability
- 5.2
- Usefulness
- 4.8
- Cost
- 7.0
- Longevity
- 6.0
“An agent whose entire configuration is a directory, from a company whose entire product is a directory.”
LightAgent
wanxingai · Agent framework
OSSMCP
Panel
5.84 spec wins
- Reliability
- 4.0
- Usefulness
- 5.0
- Cost
- 8.8
- Longevity
- 5.3
“This framework offers multi-agent collaboration and terminal execution, but without a Docker sandbox to contain it.”
Spec by spec
| Spec | eve | LightAgent |
|---|---|---|
| Architecture | ||
| Category | Agent framework | Agent framework |
| Runs | local | local |
| Platforms | macos, linux, windows | linux, macos, windows |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | No | Yes |
| MCP server | No | No |
| Capabilities | ||
| Runs terminal commands | No | Yes |
| Multi-file edits | No | No |
| Git operations | No | No |
| Browser control | No | No |
| Sandboxed execution | No | No |
| Multi-agent orchestration | No | Yes |
| Headless / CI mode | No | No |
| Models | ||
| Backbone | any AI Gateway model | OpenAI, DeepSeek, Qwen, Zhipu ChatGLM, Baichuan, StepFun, vLLM, llama.cpp |
| Bring your own model | Yes | Yes |
| Local models | No | Yes |
| Cost | ||
| Pricing model | byok | free |
| Starts at | $0/mo | n/a |
| Free tier | Yes | Yes |
| Bring your own key | Yes | No |
| Openness | ||
| Open source | Yes | Yes |
| License | Apache-2.0 | Apache-2.0 |
| GitHub stars | 5,443 | 1,229 |
Which one would each critic pick
| Critic | eve | LightAgent | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 6.0 | 6.5 | LightAgent — Pick this if you are a Python developer who wants a free, open-source framework to build multi-agent systems and can handle sandboxing yourself. |
| El Crítico | 4.8 | 5.3 | LightAgent — This framework grants terminal access without a sandbox, a dealbreaker for any application that handles untrusted input. |
| El Profesor | 6.0 | 4.0 | eve — Capabilities occupy conventional paths on disk, so the agent's behaviour is established by reading the tree, and model selection is coupled to a single routing service. |
| La Inversora | 6.0 | 5.8 | eve — 4,971 stars in three months from a company whose inference routing service supplies the model identifiers, which makes the open framework a very well-built funnel. |
| La Jefa | 5.5 | 5.3 | eve — Nothing to buy for sixty engineers, and the spend arrives metered through a routing service, while messaging channels and schedules make this an internal bot platform. |
| El Hacker | 6.3 | 8.0 | LightAgent — LightAgent is a solid Python framework for building agents you can actually own, with great model freedom and a permissive license. |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.