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Compare/Arbor vs Coder

ArborvsCoder

Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.

Arbor
penso · Agent harness
OSSMCP
Panel
7.2
0 spec wins
Reliability
7.0
Usefulness
7.0
Cost
8.7
Longevity
6.0

“It manages your repositories, your worktrees, your terminals and your processes, so the only unmanaged thing left in the room is you.”

Coder
Coder Technologies · Agent harness
OSSMCP
Panel
7.6
3 spec wins
Reliability
7.8
Usefulness
7.3
Cost
7.2
Longevity
8.2

“It sells you the room your agent works in, which is the oldest business in software wearing new vocabulary.”

Spec by spec

SpecArborCoder
Architecture
CategoryAgent harnessAgent harness
Runslocalcloud, sandbox
Platformsmacos, linux, windows, webmacos, linux, windows, web
Context windownot documentednot documented
Protocols
MCP clientYesYes
MCP serverYesYes
Capabilities
Runs terminal commandsYesYes
Multi-file editsYesYes
Git operationsYesYes
Browser controlNoNo
Sandboxed executionNoYes
Multi-agent orchestrationYesYes
Headless / CI modeNoYes
Models
BackboneClaude Code, Codex, OpenCodeany
Bring your own modelYesYesCoder runs whichever agent and model the team chooses; the AI Governance gateway brokers the LLM calls rather than supplying a model.
Local modelsYesOllama appears among the providers Arbor can be pointed at. YesThe whole platform is self-hosted, so an on-premises or in-VPC model endpoint can be used through the AI Governance gateway.
Cost
Pricing modelbyokmixed
Starts at$0/mo$0/mo
Free tierYesYes
Bring your own keyYesYes
Openness
Open sourceYesYes
LicenseMITAGPL-3.0
GitHub stars83116,807

Which one would each critic pick

CriticArborCoderPick
El Juez——not enough reviews
El Amigo7.57.5no preference
El Crítico6.86.8no preference
El Profesor7.57.5no preference
La Inversora6.88.0Coder — A copyleft core with a per-user Premium tier and a custom enterprise tier, and the licence is the moat because it blocks anyone hosting this against them.
La Jefa6.37.3Coder — The premium tier is priced per user annually with no published figure, which is contact sales wearing a plan name, and everything else here answers my questionnaire.
El Hacker8.38.8Coder — AGPL-3.0, a one-line install script, its own protocol server plus an API, and every workspace runs on hardware I racked with a model endpoint I chose.

Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.

Want a third column? The compare tool handles any two agents. Three-way comparisons are on the roadmap once the spec rows are all verified.