AlbatrossvsDeepSeek-Reasonix
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
Albatross
Morgan Linton · Terminal agent
#172OSSMCP
Panel
6.20 spec wins
- Reliability
- 5.8
- Usefulness
- 5.8
- Cost
- 8.2
- Longevity
- 4.8
“Optimised for Apple Silicon, so your local model and your laptop can run out of memory in perfect harmony.”
DeepSeek-Reasonix
esengine · Terminal agent
#129OSSMCP
Panel
6.33 spec wins
- Reliability
- 5.8
- Usefulness
- 6.5
- Cost
- 7.8
- Longevity
- 5.0
“Two of its top twenty contributors by commit count are bots, which is the kind of team a long-running agent deserves.”
Spec by spec
| Spec | Albatross | DeepSeek-Reasonix |
|---|---|---|
| Architecture | ||
| Category | Terminal agent | Terminal agent |
| Runs | local | local |
| Platforms | macos, linux | macos, linux, windows |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | Yes | Yes |
| MCP server | No | No |
| Capabilities | ||
| Runs terminal commands | Yes | Yes |
| Multi-file edits | Yes | Yes |
| Git operations | No | No |
| Browser control | No | No |
| Sandboxed execution | No | No |
| Multi-agent orchestration | No | Yes |
| Headless / CI mode | No | Yes |
| Models | ||
| Backbone | Ollama, LM Studio, MLX, llama.cpp, OpenRouter, OpenAI, Anthropic, Grok | DeepSeek, OpenAI-compatible endpoints |
| Bring your own model | Yes | Yes |
| Local models | Yes | Yes |
| 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 | 234 | 35,731 |
Which one would each critic pick
| Critic | Albatross | DeepSeek-Reasonix | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 6.5 | 6.5 | no preference |
| El Crítico | 5.8 | 5.5 | Albatross — Switching provider mid-session leaves the tools, commands and session log unchanged, so one transcript can span several models with nothing in it recording which one answered. |
| El Profesor | 6.0 | 6.8 | DeepSeek-Reasonix — Context is maintained for cache stability: a fixed environment summary at startup, stale tool output pruned before compaction, and planner and executor in separate sessions; no benchmark is published. |
| La Inversora | 5.5 | 5.5 | no preference |
| La Jefa | 5.5 | 5.8 | DeepSeek-Reasonix — Free, a single binary that drops into CI, and no SSO, SCIM or audit trail; the VS Code extension is published under an individual's marketplace ID, and support is a bilingual Discord channel. |
| El Hacker | 7.8 | 7.8 | no preference |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.