octo-agentvsOpenABCode
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
octo-agent
open-octo · Terminal agent
#207OSSMCP
Panel
5.93 spec wins
- Reliability
- 4.8
- Usefulness
- 5.8
- Cost
- 8.2
- Longevity
- 4.7
“It is a coding agent and a personal assistant, so when it cannot fix the bug it can at least reschedule the meeting about it.”
OpenABCode
MatrixMap AI · Terminal agent
#176OSS
Panel
5.91 spec wins
- Reliability
- 5.8
- Usefulness
- 6.2
- Cost
- 6.7
- Longevity
- 5.0
“Its default rules send review work to one vendor and everything else to another, which is diplomacy rather than engineering.”
Spec by spec
| Spec | octo-agent | OpenABCode |
|---|---|---|
| Architecture | ||
| Category | Terminal agent | Terminal agent |
| Runs | local | local |
| Platforms | macos, linux | macos, linux |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | Yes | No |
| MCP server | No | No |
| Capabilities | ||
| Runs terminal commands | Yes | Yes |
| Multi-file edits | Yes | Yes |
| Git operations | Yes | No |
| Browser control | No | No |
| Sandboxed execution | No | NoOpenABCode has no permission system of its own; the docs describe running it under a Gondolin micro-VM, plain Docker or OpenShell for isolation. |
| Multi-agent orchestration | Yes | No |
| Headless / CI mode | No | No |
| Models | ||
| Backbone | DeepSeek, Kimi, Anthropic, OpenAI, OpenAI-compatible | Anthropic Claude, OpenAI, Google Gemini |
| Bring your own model | Yes | Yes |
| Local models | No | 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 | AGPL-3.0 |
| GitHub stars | 123 | 427 |
Which one would each critic pick
| Critic | octo-agent | OpenABCode | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 6.5 | 6.3 | octo-agent — Pick octo-agent if you want something useful within a minute of a single install command; pick Aider when the repository is one you would be embarrassed to break. |
| El Crítico | 5.8 | 5.8 | no preference |
| El Profesor | 5.8 | 6.3 | OpenABCode — Routing is itself a model call, so classification costs a request and can be wrong; every decision is recorded in the session file, which makes that measurable. |
| La Inversora | 5.3 | 5.5 | OpenABCode — 358 stars and a product whose function is arbitrage between three model vendors, any one of which can price the arbitrage away. |
| La Jefa | 4.5 | 4.8 | OpenABCode — Routing across three vendors means three contracts, three data paths and three invoices for sixty engineers, and no SSO or audit log over any of them. |
| El Hacker | 7.5 | 7.0 | octo-agent — MIT, one Go binary, and it speaks both the OpenAI and Anthropic wire formats natively, so DeepSeek, Kimi or anything compatible is a base URL rather than an integration. |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.