AtomCodevsocto-agent
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
AtomCode
AtomGit · Terminal agent
#194OSS
Panel
5.91 spec wins
- Reliability
- 5.7
- Usefulness
- 5.2
- Cost
- 7.7
- Longevity
- 5.0
“The project states that every line of its code was written by AI, which is either a credential or a warning.”
octo-agent
open-octo · Terminal agent
#207OSSMCP
Panel
5.92 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.”
Spec by spec
| Spec | AtomCode | octo-agent |
|---|---|---|
| Architecture | ||
| Category | Terminal agent | Terminal agent |
| Runs | local | local |
| Platforms | macos, linux | macos, linux |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | No | Yes |
| MCP server | No | No |
| Capabilities | ||
| Runs terminal commands | Yes | Yes |
| Multi-file edits | Yes | Yes |
| Git operations | Yes | Yes |
| Browser control | No | No |
| Sandboxed execution | No | No |
| Multi-agent orchestration | No | Yes |
| Headless / CI mode | No | No |
| Models | ||
| Backbone | OpenAI-compatible | DeepSeek, Kimi, Anthropic, OpenAI, OpenAI-compatible |
| 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 | MIT |
| GitHub stars | 202 | 123 |
Which one would each critic pick
| Critic | AtomCode | octo-agent | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 6.5 | 6.5 | no preference |
| El Crítico | 5.3 | 5.8 | octo-agent — Shell, file writes, sub-agents and external servers are all enabled by default, so the first message after installation runs with every capability the tool has. |
| El Profesor | 6.5 | 5.8 | AtomCode — Loop detection for repetitive tool calls, three-layer repair for malformed tool arguments and per-turn structured logs are three failure modes handled explicitly rather than hoped away. |
| La Inversora | 5.5 | 5.3 | AtomCode — Carried under the AtomGit banner with 191 stars, no company, no meter and no hosted tier. Platform-sponsored open source, which survives exactly as long as the platform's interest does. |
| La Jefa | 4.8 | 4.5 | AtomCode — Free across sixty seats and unbuyable anyway: no install command is published, macOS and Linux only, so a third of my desks are excluded before procurement opens the file. |
| El Hacker | 6.8 | 7.5 | 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.