Architecture comparison

Cognition (Devin) vs Poolside

Poolside runs closer to the foundational model (Native (own / self-hosted weights)) than Cognition (Devin) (Direct API). No shared foundational model — different bets.

Cognition (Devin)

AI-coding

Proximity

Direct API

Models

Anthropic · ClaudeOpenAI · GPT

Cloud · datastore

AWSPostgreSQLvector

Compliance

SOC 2

Architecture

Autonomous SWE agent (Devin) orchestrating Claude + GPT over its own long-horizon planning and code-execution sandboxes.

Poolside

AI-coding

Proximity

Native (own / self-hosted weights)

Models

proprietary / self-built models

Cloud · datastore

Multi-Cloudobject

Compliance

SOC 2

Architecture

Trains its own code-generation foundation models from scratch for enterprise/regulated deployment.

← Full orbit map · Score your own stack →