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Compare/Atlas vs Eigent

AtlasvsEigent

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

Atlas
Pacifio · Agent harness
OSSMCP
Panel
6.3
1 spec wins
Reliability
4.7
Usefulness
7.2
Cost
6.8
Longevity
6.5

“Open source, so you can read exactly how its shared memory context works across multiple agents.”

Eigent
Eigent AI · Agent harness
OSSMCP
Panel
6.2
1 spec wins
Reliability
5.8
Usefulness
6.3
Cost
6.5
Longevity
6.0

“Ten thousand task credits for $99.99 a month, and nobody anywhere can tell you what one task costs.”

Spec by spec

SpecAtlasEigent
Architecture
CategoryAgent harnessAgent harness
Runslocallocal, cloud
Platformsmacos, linux, windowsmacos, linux, windows
Context windownot documentednot documented
Protocols
MCP clientYesYes
MCP serverNoNo
Capabilities
Runs terminal commandsYesYes
Multi-file editsYesYes
Git operationsYesNo
Browser controlYesYes
Sandboxed executionNoNo
Multi-agent orchestrationYesYes
Headless / CI modeNoNo
Models
Backboneany
Bring your own modelYesYes
Local modelsYesYes
Cost
Pricing modelmixedmixed
Starts atn/a$19.99/mo
Free tierYesYes
Bring your own keyYesYes
Openness
Open sourceYesYes
LicenseMITApache-2.0
GitHub stars8,64815,457

Which one would each critic pick

CriticAtlasEigentPick
El Juez——not enough reviews
El Amigo7.56.3Atlas — Atlas is for you if you want to orchestrate multiple agents and trace their work back to commits, but you must be comfortable with its all-in-one editor approach.
El Crítico6.05.8Atlas — Atlas executes agents without a sandbox, making it a security risk for any codebase that is not disposable.
El Profesor5.56.3Eigent — It is built on the CAMEL-AI framework and the agents share context rather than exchanging messages, a choice that saves tokens and couples their failures together.
La Inversora5.86.0Eigent — A free tier where the user brings the key costs the company nothing to run, and the credit tiers above it are priced so the unit rate falls as you commit more.
La Jefa5.55.0Atlas — A local-first agent harness with team features but no enterprise controls; not yet ready for procurement.
El Hacker7.57.8Eigent — Apache-2.0, git clone and npm run dev from source, vLLM or Ollama or LM Studio for local weights, my own keys, and MCP servers wired in.

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.