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Compare/Forge vs mini-SWE-agent

Forgevsmini-SWE-agent

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

Forge
Tailcall, Inc. · Terminal agent
#33OSSMCP
Panel
6.9
2 spec wins
Reliability
6.5
Usefulness
6.8
Cost
8.0
Longevity
6.2

“You summon it by typing a colon, which is the most vim thing ever to happen to a coding agent.”

mini-SWE-agent
SWE-agent (Princeton and Stanford) · Terminal agent
#35OSS
Panel
6.9
4 spec wins
Reliability
6.3
Usefulness
5.5
Cost
8.8
Longevity
7.0

“One hundred lines of Python, which is fewer than most competitors spend on their pricing page.”

Spec by spec

SpecForgemini-SWE-agent
Architecture
CategoryTerminal agentTerminal agent
Runslocallocal, sandbox
Platformsmacos, linux, windowsmacos, linux
Context windownot documentednot documented
Protocols
MCP clientYesNo
MCP serverNoNo
Capabilities
Runs terminal commandsYesYes
Multi-file editsYesYes
Git operationsYesYes
Browser controlNoNo
Sandboxed executionNoYes
Multi-agent orchestrationYesNo
Headless / CI modeNoYes
Models
BackboneClaude, GPT, Gemini, Grok, DeepSeekany via litellm
Bring your own modelYesYes
Local modelsNoYes
Cost
Pricing modelbyokbyok
Starts atn/an/a
Free tierYesYes
Bring your own keyYesYes
Openness
Open sourceYesYes
LicenseApache-2.0MIT
GitHub stars7,6388,145

Which one would each critic pick

CriticForgemini-SWE-agentPick
El Juez——not enough reviews
El Amigo7.06.8Forge — Pick Forge if you want an agent inside the shell you already configured; pick Aider if you would rather keep the agent in its own process and your shell untouched.
El Crítico6.86.5Forge — Setup inserts it into the interactive path of your shell, so a coding agent with command execution now sits between you and every line you type.
El Profesor7.38.0mini-SWE-agent — The reference harness for the SWE-bench bash-only leaderboard: one bash action per turn via subprocess.run, a linear history, no tool-calling API, and Gemini 3 Pro reported above 74% on Verified.
La Inversora6.36.8mini-SWE-agent — No company, a Princeton and Stanford lab with 6,938 stars; the funding is grants and the exit is a paper, which is more stable than half the cap tables on this board.
La Jefa6.05.0Forge — Free to install with the model bill as the only cost, but it assumes one shell across sixty machines and cannot run unattended, so it stays a personal tool.
El Hacker8.08.5mini-SWE-agent — MIT, any model through litellm, OpenRouter or Portkey including my local server, a YAML config, and source short enough to read before breakfast; the missing MCP client is the only gap.

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.