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Compare/AgenticSeek vs SWE-agent

AgenticSeekvsSWE-agent

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

AgenticSeek
Fosowl · Autonomous SWE
#214OSS
Panel
5.3
3 spec wins
Reliability
4.0
Usefulness
5.3
Cost
7.7
Longevity
4.3

“The wake word is whatever you named the assistant, and the docs suggest John or Emma, because speech recognition has taste.”

SWE-agent
Princeton University and Stanford University · Autonomous SWE
#144OSS
Panel
5.1
3 spec wins
Reliability
5.5
Usefulness
4.8
Cost
6.5
Longevity
3.7

“Maintenance-only and superseded by a version with mini in the name, which is the most honest changelog on this board.”

Spec by spec

SpecAgenticSeekSWE-agent
Architecture
CategoryAutonomous SWEAutonomous SWE
Runslocallocal, sandbox
Platformsmacos, linux, windowsmacos, linux
Context windownot documentednot documented
Protocols
MCP clientNoNo
MCP serverNoNo
Capabilities
Runs terminal commandsYesYes
Multi-file editsNoYes
Git operationsNoYes
Browser controlYesNo
Sandboxed executionYesYes
Multi-agent orchestrationYesNo
Headless / CI modeNoYes
Models
BackboneanyClaude, GPT, any LiteLLM-supported model
Bring your own modelYesYes
Local modelsYesYes
Cost
Pricing modelfreebyok
Starts atn/a$0/mo
Free tierYesYes
Bring your own keyYesYes
Openness
Open sourceYesYes
LicenseGPL-3.0MIT
GitHub stars27,41720,455

Which one would each critic pick

CriticAgenticSeekSWE-agentPick
El Juez——not enough reviews
El Amigo5.55.0AgenticSeek — Pick AgenticSeek if privacy is the requirement and you own a 24GB card; pick Manus if you would rather rent the hardware and send the work to a cloud.
El Crítico5.04.8AgenticSeek — The README calls the routing system an early prototype that may allocate the wrong agent, and the offered workaround is that you phrase every request more explicitly.
El Profesor5.85.8no preference
La Inversora5.04.0AgenticSeek — Zero roadmap, zero funding, no company, three people, and two affiliate banners for revenue, one of them with a discount code. That is a hobby with 27,000 stars.
La Jefa3.03.8SWE-agent — A maintenance-only research harness with no vendor, no contract and no SSO cannot pass a procurement review, however good its sandbox is.
El Hacker7.87.5AgenticSeek — GPL-3.0, config.ini decides everything with is_local and provider_name, llama.cpp answers over the LAN, and there is no MCP client anywhere in it.

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.