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Codegen vs. Devin

By The Codegen Team · Updated March 27, 2026

Codegen if you need AI coding at the team and workflow layer — governed, audited, connected to ClickUp, with the business context behind each task. Devin if you need a fully autonomous agent that executes well-defined tasks end-to-end without developer involvement at each step. They operate at different layers of the stack.

Codegen

Enterprise 4.5 / 5 View full review →

Devin

Paid 3.5 / 5 View full review →

Quick Comparison

Feature Codegen Devin
Target user Enterprise engineering orgs Individual devs and small teams
Entry price Enterprise (contact sales) $20/mo (Core) + $2.25/ACU
Task context source ClickUp (full PM context) Standalone prompt or Jira/Slack
Governance Audit trails, cost tracking, analytics ACU billing only
Compliance SOC 2 Type I/II, on premises Cloud only (Enterprise adds VPC)
Task success rate Not published 15% to 30% (independent testing)
Best for Governed workflow automation Accessible autonomous execution
Full task context ClickUp integration
Sandboxed execution Isolated environments
Cost and performance analytics Per task tracking

How They Differ

The architectural difference here is not about which AI writes better code. It is about how work gets assigned, who has visibility into what the AI is doing, and what happens when something goes wrong. With Devin, you write a task description and an autonomous agent works independently until it delivers a pull request. With Codegen, the AI receives the full project management context from ClickUp before writing a single line of code, and every action is logged in an audit trail.

Pricing: Beyond the Sticker Price

Devin Core at $20 per month is accessible to any developer. Each task consumes Agent Compute Units at $2.25 per ACU, and a typical frontend bug fix uses 1 to 2 ACUs. A developer running 3 to 5 tasks per day would spend $40 to $80 per month. The Teams plan at $500 per month makes sense for consistent task volume. Codegen pricing is enterprise only through ClickUp with no published self serve rates. For individual developers, Devin is the only option with transparent pricing.

Full Analysis

Codegen and Devin both automate development work beyond the individual editor level, but they start from different assumptions about how AI coding should fit into an organization. Devin assumes the right model is an autonomous engineer you can hand tasks to. Codegen assumes the right model is governed infrastructure that connects AI execution to the organizational context surrounding each task.

Devin by Cognition AI operates in its own sandboxed environment with a shell, code editor, and browser. You describe a task, and Devin plans the approach, writes code across files, runs tests, debugs failures, and delivers a pull request. Devin 2.0 (launched April 2025) dropped the entry price from $500 to $20 per month and introduced Interactive Planning, Devin Search for codebase navigation, and Devin Wiki for automatic repository documentation. On SWE bench, Devin resolves 13.86% of real GitHub issues end to end, a 7x improvement over earlier AI systems but still meaning the majority of tasks require human intervention. Independent testing consistently shows 15% to 30% success rates on varied, real world tasks.

Codegen operates as the infrastructure layer for AI coding at enterprise scale. Integrated with ClickUp, it provides sandboxed execution environments per agent session, full audit trails, cost tracking per task, and performance analytics showing which task types the AI handles well versus where it struggles. The core differentiator is context depth: Codegen agents receive task descriptions, every comment in the thread, linked specifications, acceptance criteria, and conversation history from ClickUp before writing code. A standalone prompt like “fix the login bug” becomes “fix the login bug described in PROJ-4521, where the session token expires after 15 minutes instead of the 24 hours specified in the auth spec linked in the task, affecting the mobile OAuth flow discussed in comments by the security team.”

SOC 2 Type I and II compliance with on premises deployment options means Codegen meets security requirements that eliminate cloud only alternatives for regulated industries including finance, healthcare, and defense. The trade off is accessibility: enterprise pricing through ClickUp with no self serve option means individual developers and small teams cannot use it.

The Cognition AI acquisition of Windsurf in December 2025 adds strategic context. Cognition now owns both Devin (autonomous task execution) and Windsurf (IDE assistance), positioning them to offer a full stack from editor to autonomous agent. Codegen, integrated into ClickUp, is building from the project management layer downward. The question for engineering leaders is which entry point they want their AI coding infrastructure to start from: the IDE, the autonomous agent, or the project management system.

For practical decision making today: Devin at $20 per month is the accessible choice for any team that wants to experiment with autonomous task execution. Codegen is the enterprise choice for organizations that need the AI to operate within existing governance, compliance, and project management workflows.

VERDICT

Choose Codegen if your team uses ClickUp and needs AI coding with full governance, audit trails, and business context built into every agent run. Choose Devin if you need a self-serve autonomous agent for well-defined, contained tasks and do not require enterprise compliance infrastructure. Run both if your organization needs governed team-level automation and also has a backlog of isolated tasks that fit Devin's autonomy model.

Frequently Asked Questions