Agent Orchestrator (AO)vsBitFun
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
Agent Orchestrator (AO)
Untrivial AI · Agent harness
OSS
Panel
6.01 spec wins
- Reliability
- 5.7
- Usefulness
- 5.8
- Cost
- 6.8
- Longevity
- 5.7
“Has a column called Needs You, which is the first honest name for a notification since the pager.”
BitFun
GCWing · Agent harness
OSSMCP
Panel
6.84 spec wins
- Reliability
- 6.2
- Usefulness
- 7.2
- Cost
- 8.0
- Longevity
- 5.7
“Customising it has four tiers, which is three more tiers than most people reach before they go back to the defaults.”
Spec by spec
| Spec | Agent Orchestrator (AO) | BitFun |
|---|---|---|
| Architecture | ||
| Category | Agent harness | Agent harness |
| Runs | local | local |
| Platforms | macos, windows, linux | 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 | Yes | Yes |
| Browser control | Yes | Yes |
| Sandboxed execution | No | No |
| Multi-agent orchestration | Yes | YesCustom agents are the first of BitFun's four customisation tiers. |
| Headless / CI mode | No | No |
| Models | ||
| Backbone | via managed agents (Claude Code, Codex, Cursor, OpenCode, Aider, GitHub Copilot, Droid, Kimi Code, Pi, Devin and others) | any |
| Bring your own model | No | YesBitFun is described as model-agnostic: you pick a provider, enter its API key and choose models at first run. |
| Local models | No | No |
| Cost | ||
| Pricing model | free | byok |
| Starts at | $0/mo | $0/mo |
| Free tier | Yes | Yes |
| Bring your own key | No | Yes |
| Openness | ||
| Open source | Yes | Yes |
| License | Apache-2.0 | MIT |
| GitHub stars | 12,600 | 2,370 |
Which one would each critic pick
| Critic | Agent Orchestrator (AO) | BitFun | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 6.8 | 7.3 | BitFun — Pick it if you think in dashboards rather than transcripts; pick a terminal agent if a scrolling log is genuinely how you like to work. |
| El Crítico | 6.0 | 6.5 | BitFun — It drives the browser, the terminal, desktop applications, the filesystem and remote workspaces, and the row records no sandbox around any of it. |
| El Profesor | 6.5 | 6.8 | BitFun — The loop is stated as plan, edit, test and commit inside a working repository, which places verification inside the tool rather than after it. |
| La Inversora | 4.8 | 6.5 | BitFun — 2,047 stars, a personal namespace and no price anywhere: distribution is real, the business is not, and the two rarely stay apart for long. |
| La Jefa | 5.5 | 6.0 | BitFun — Sync between devices runs through a zero-knowledge relay we deploy ourselves, which answers data residency and leaves SSO, SCIM and audit unanswered. |
| El Hacker | 6.5 | 7.5 | BitFun — MIT on the core, MCP servers plus Codex-compatible hooks and skills, and a provider key of my choosing; the weights still live at somebody's endpoint. |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.