Clouds CodervsOpenBot
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
Clouds Coder
FonaTech · Agent harness
OSSMCP
Panel
6.24 spec wins
- Reliability
- 5.5
- Usefulness
- 6.2
- Cost
- 8.0
- Longevity
- 5.2
“The browser IDE ships problems, output, terminal and debug console panels, so you can watch four kinds of failure without switching tabs.”
OpenBot
CopilotKit · Agent harness
OSSMCP
Panel
6.23 spec wins
- Reliability
- 5.5
- Usefulness
- 6.5
- Cost
- 7.0
- Longevity
- 5.8
“One month old and it already wants you to define your coworkers, your channels and your skills before it will do anything.”
Spec by spec
| Spec | Clouds Coder | OpenBot |
|---|---|---|
| Architecture | ||
| Category | Agent harness | Agent harness |
| Runs | local | local |
| Platforms | macos, linux, windows, web | macos, linux |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | Yes | Yes |
| MCP server | No | No |
| Capabilities | ||
| Runs terminal commands | Yes | No |
| Multi-file edits | Yes | No |
| Git operations | YesWorktree and task mechanisms are inherited at concept and interface level from learn-claude-code and integrated into the single web agent runtime. | No |
| Browser control | No | Yes |
| Sandboxed execution | No | YesDocker Compose brings up PostgreSQL and the shipped bots; sandboxed React components are authored separately in the admin UI. |
| Multi-agent orchestration | YesCollaboration Mode lets approved devices and people run multiple private agent sessions against one shared project workspace. | Yes |
| Headless / CI mode | No | No |
| Models | ||
| Backbone | OpenAI-compatible, Ollama | any |
| Bring your own model | Yes | Yes |
| Local models | Yes | No |
| 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 | MIT | MIT |
| GitHub stars | 290 | 5,832 |
Which one would each critic pick
| Critic | Clouds Coder | OpenBot | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 6.3 | 6.3 | no preference |
| El Crítico | 5.5 | 5.5 | no preference |
| El Profesor | 7.3 | 7.0 | Clouds Coder — Context budgeting, truncation policy and anti-drift control are named as core features rather than tuning knobs, which is an unusual thing to put in a feature list. |
| La Inversora | 5.5 | 6.0 | OpenBot — CopilotKit publishes it free at 4,242 stars while requiring an Intelligence project to run, which is the funnel, and the free plan is the part that changes later. |
| La Jefa | 5.3 | 5.0 | Clouds Coder — Free at any headcount, and its multi-user story is a LAN collaboration mode with device approval rather than a directory, a role model or a retention policy. |
| El Hacker | 7.5 | 7.5 | no preference |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.