
Devin
The autonomous AI software engineer
- Cognition AI, Inc. · United States
- Since 2024
Key takeaways
from our research
Assigned work in Slack, Linear or Jira rather than driven from an editor
Runs multiple tickets in parallel and opens ordinary pull requests
Entry price is now $20 plus pay-as-you-go ACUs, not the original $500
Fails on ambiguous work, and failed sessions still consume ACUs
Our verdict
Devin is the only product here that is meant to be delegated to rather than used. You do not open Devin; you assign it a ticket and it opens a pull request some time later. That is a genuinely different working model, and it changes what the tool is good at. Ten small, well-described tickets running in parallel while you work on something hard is a real multiplier. One large ambiguous ticket is where it fails, and where most of the disappointed writing about it comes from.
The integrations are what make the model work in practice. Devin lives in Slack, Linear and Jira rather than in an editor, so assigning work to it feels like assigning work to a person, and the pull request arrives in the normal review flow. For teams with a long tail of dependency bumps, small bug fixes, test coverage gaps and migration chores, that tail can be worked in the background continuously — and that, rather than the original autonomy demos, is what teams who keep paying actually use it for.
The pricing changed the conversation. The original $500 a month put it out of reach; $20 to start with pay-as-you-go ACUs at $2.25 does not. But ACUs are the thing to model carefully, because a task that goes badly consumes them without producing anything, and a supervised session costs the same as an unsupervised one. Reviewers who are happy with Devin invariably describe a discipline: scope tightly, review everything, kill sessions that wander. Reviewers who are unhappy describe handing it something vague and paying for the privilege.
Our guidance: worth trialling at $20 if you have a genuine backlog of small well-specified work. Not the tool to reach for on your hard problems, and not a replacement for an engineer regardless of what the original launch implied.
Written by Maya Krishnan · Edited by Daniel Ross
Ratings
Loved by 67% of reviewers
First-party reviews, individually moderated before publication.
Pros & cons
Where Devin shines — and where it doesn't
What users love
- Parallel tickets clear the backlog33
- Works inside Slack and Linear25
Where it falls short
- ACU cost unpredictable41
- Struggles with ambiguous tickets36
Themes generated from 3 verified reviews, updated monthly
Head to head
Devin vs Claude Code at a glance
Alternatives
Top Devin alternatives
The closest fits based on category, feature overlap, and reviewer demand.
Claude Code
4.7(3)Best for autonomous, feature-sized work by terminal-comfortable developers
Videos
Watch Devin in action
Product walkthroughs published on Devin's own YouTube channel — so you see the real interface, not a reenactment.
How to Automate Repetitive Engineering Tasks in Plain English with Devin | 4 Powerful Examples
Stacked PRs in Devin: Ship Big Features as Small, Reviewable PRs
Capabilities
Key features
What Devin does — and doesn't — cover, checked against the category feature vocabulary.
Platform
- Not included:Built-in hosting & deployRuns and deploys the application without configuring separate infrastructure.
Team & Governance
- Included:No training on your codeBusiness tiers exclude your source from model training by default.
- Not included:Self-hosted or VPC optionRuns inside your own infrastructure for regulated or air-gapped environments.
- Included:Team admin & SSOCentral seat management, policy controls and single sign-on.
Code Generation
- Included:In-editor chatAsk questions about the code you are looking at without leaving the editor.
- Not included:Inline autocompleteMulti-line suggestions as you type, accepted with a keystroke.
- Included:Test generationWrites unit and integration tests against existing code.
Codebase Awareness
- Included:Custom project rulesPersistent instructions describing your conventions, applied to every request.
- Included:Tool & MCP integrationConnects to external tools and data sources so the assistant can read docs, tickets or a database.
- Included:Whole-repository indexingIndexes the entire codebase so suggestions follow your existing patterns and reuse your helpers.
Agent Autonomy
- Included:Automated PR reviewReviews pull requests and comments on problems before a human does.
- Included:Background & async agentsWorks on a task on its own while you do something else, then reports back.
- Included:Multi-file editsApplies a single instruction coherently across several files at once.
- Included:Runs commands & testsExecutes builds and test suites, reads the output and fixes what it broke.
Pricing
Devin pricing
Devin's paid plans start at $20/month — above the $18 median of the 14 AI Coding Tools tools we track.
Value for money 3.8/5Core
per month plus $2.25 per ACU
- Pay as you go at $2.25 per ACU
- Up to 10 concurrent sessions
- Unlimited users
- Slack, Linear, Jira and GitHub integration
- An ACU is roughly 15 minutes of agent work
Team
per month
- 250 ACUs included at $2.00 per ACU
- Unlimited concurrent sessions
- Everything in Core
- Priority support
- Usage reporting across the team
Enterprise
Tailored pricing for larger teams
- Volume ACU pricing
- SSO and access control
- Audit logging
- VPC deployment
- Dedicated support and onboarding
Pricing fact-checked August 29, 2026 · source: vendor pricing page · see the full breakdown
Ecosystem
Integrates with 5+ tools
- GitHub
- GitLab
- Slack
- Linear
- Jira
Fit check
Will Devin fit your team?
Support
- Email support
- Live chat
- Knowledge base
Training
- Documentation
- Video tutorials
Deployment
- Web
Typical users
- Small businesses
- Mid-size companies
- Enterprises
Reviews
What real users say
First-party, moderated reviews — never scraped, never paid for.
David K.Validated Reviewer
CTO · SaaS · 11–50 employees
August 7, 2026
“It cleared a backlog nobody was ever going to get to”
Used weekly for 6–12 months
Dependency bumps, flaky test fixes, small migrations — two years of accumulated chores. I fed Devin about sixty tightly written tickets over a month and merged most of what came back. It has never once solved a hard problem for me, and I no longer expect it to.
Tom B.
Engineering Manager · SaaS · 51–200 employees
July 14, 2026
“Much more reasonable at $20 than at $500”
Used weekly for 6–12 months
We looked at it when it was $500 a month and could not justify it. At $20 plus usage we trialled it properly and found the shape of work it is good at. That is a much better way to sell this, because you need a month to learn what to give it.
James W.Validated Reviewer
RevOps Manager · SaaS · 51–200 employees
June 2, 2026
“Do not believe the autonomy story”
Used monthly for 6–12 months
It is a capable junior that needs very precise instructions and full review, not a software engineer. Used that way it is useful. Used the way the launch video implied, it will waste your money and your afternoon. Manage the expectation before you buy it for a team.
Sources & methodology
Product information sourced from Cognition AI, Inc.'s public content (United States); pricing verified August 29, 2026. Reviews are first-party and moderated. How we test and rate tools
- Founded 2023
- 1 language supported
- cognition.ai
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