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AI Coding Agents · Cognition

Devin

Cognition's autonomous AI software engineer: delegate well-scoped tickets, review the PRs it opens.

Proprietary · Released 2024 · Stable
Reviewed 39d ago
Stackmaven verdict

Devin pioneered the autonomous-agent category in March 2024 amid heavy hype, then spent two years absorbing the skepticism that followed: independent testers found early versions completed a minority of real tasks unassisted. The 2026 product is more honest about its lane. It works best as an async junior engineer you hand well-scoped, verifiable tickets (a bug with a failing test, a mechanical migration) rather than open-ended design work. The Windsurf acquisition gave it a real IDE and SWE-1.6 closed some of the gap. Worth a Pro trial first. Treat its output as draft PRs.

Strengths
  • Truly async: runs tasks in parallel while you do other work
  • Native Slack, GitHub, Linear, and Jira integration
  • In-house SWE-1.6 model is free of usage quota on all tiers
  • Owns Windsurf, now shipped as Devin Desktop, a full IDE
  • Self-serve entry dropped from $500/mo flat to $20/mo Pro
Trade-offs
  • Reliability on open-ended tasks still trails its own marketing
  • Best on verifiable work: scoped tickets, not architecture
  • Usage beyond plan quota bills in dollars, harder to forecast
  • Enterprise still on opaque ACU billing, not the new quota model
  • Output needs human review before merge, not a hands-off engineer

Devin is Cognition’s autonomous AI software engineer, built to take a ticket, plan the work, write and test code, and open a pull request with minimal supervision. It launched in March 2024 as “the first AI software engineer” amid extraordinary hype, drew equally loud skepticism about whether autonomous agents could ship real code, and has spent the two years since narrowing the gap between the pitch and what teams actually get.

Where it fits

Devin is an async agent, not a pair programmer. The model is delegation: you assign a well-scoped task (a bug with a reproduction, a dependency upgrade, a mechanical migration) through Slack or the IDE, and Devin works in its own cloud environment while you do something else. It can run multiple tasks in parallel, which is the real shift from autocomplete-style assistants. Teams that get value treat it like a junior engineer they hand tickets to and whose PRs they review, not a tool they steer keystroke by keystroke. The further a task drifts from verifiable and well-defined, the more supervision it needs.

Pricing in practice

Devin reached general availability in December 2024 at a flat $500 per month, which priced out everyone but funded teams. Devin 2.0 (April 2025) cut entry to $20 and moved to ACU-based billing, where an Agent Compute Unit bought roughly 15 minutes of work. In April 2026 Cognition shifted again to quota-based self-serve plans: Free, Pro at $20/month, Max at $200/month, and Teams (usage-based, $80/month minimum, $40 per seat). Included usage counts against a quota, and overage now bills in dollars at model cost rather than abstract credits. The in-house SWE-1.6 model costs zero quota on every tier. Enterprise customers stay on ACU billing. The dollar-overage model is more transparent than ACUs, but parallel agents can still produce a bill that is hard to forecast.

How it compares

  • Claude Code, terminal-native and far more interactive. Pick when you want to drive the agent in your own environment rather than delegate to a remote one.

  • Cursor, an editor-first assistant for synchronous pair-programming. Pick when you stay in the loop on every change instead of reviewing finished PRs.

  • Windsurf, now owned by Cognition (acquired July 2025) and shipped as Devin Desktop. The IDE side of the same company. Pick when you want an editor with Cascade rather than a remote async agent.

What changed recently

On 2026-04-07 Cognition shipped SWE-1.6, its in-house model, scoring more than 10% better than 1.5 on SWE-Bench Pro with less overthinking and improved parallel tool use, and it now costs zero quota on all tiers. A week later, on 2026-04-14, Cognition retired the Core and Team ACU plans for self-serve customers in favor of quota-based Free, Pro, Max, and Teams tiers that bill overage in dollars. The larger story remains the July 2025 acquisition of Windsurf, which Google had stripped of its founders days earlier. Cognition folded the Windsurf IDE into its lineup as Devin Desktop, and the combined company was valued at $10.2 billion that September.

Sources

  1. New self-serve plans for Devin, cognition.ai, 2026-04-14
  2. Plans and Pricing, devin.ai, June 2026
  3. Cognition’s acquisition of Windsurf, cognition.ai, 2025-07-14
  4. Cognition, maker of Devin, acquires Windsurf, TechCrunch, 2025-07-14
  5. ‘First AI software engineer’ is bad at its job, The Register, 2025-01-23
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