Devin+39 Positive

GILD Review

GILD's call and the buying facts behind it.

From GILD research

Should we adopt Devin?

Which of your backlog tickets can Devin finish without an engineer in the session?

30-Second TakePick Devin if you have a backlog of scoped tickets that tests or CI can check.
Best fitTeams with a backlog of well-defined tickets, bug reports, and migrations that tests or CI can verify.GILD Review
Consider another workflowIf engineers want to steer an agent step by step in their own terminal or editor, an interactive agent such as Claude Code fits better.GILD Review

Drawn from 84 sources and 10 operator insights

GILD analysis

Devin Review

Pilot Devin for backlog throughput, since sessions start from Slack, Linear, Jira, or GitHub and run in parallel on Cognition-hosted machines with no engineer steering each step. Setup and oversight are the cost, because each repository needs a working environment and usage is metered by the work Devin performs. Every pull request still needs human review.

AI Coding Agents
Agentic Development

The decision

Best fit: Teams with a backlog of well-defined tickets, bug reports, and migrations that tests or CI can verify.
Consider another workflow: If engineers want to steer an agent step by step in their own terminal or editor, an interactive agent such as Claude Code fits better.
Adoption condition: Set up a working environment per repository. Scope repository access. Set a spending limit. Turn on branch protection so a human approves every merge.

Basis: Devin documentation and published pricing. In an academic study of 7,156 public GitHub pull requests, presented at MSR 2026, reviewers merged 61.6% of Devin's.

Buying & deployment factsWhat engineering leaders should verify before a broader rollout.

How you buy it

US$40

Per full seat per month on Teams, with a US$80 minimum. Pro is US$20 for one user.

Source 1, Cognition, Self-serve plans: Self-serve plans

Details

Free US$0. Pro US$20 or Max US$200 per month for one user. Teams US$40 per full seat per month with a US$80 monthly minimum and free flex seats, up to 200 users. Enterprise is a custom contract billed in ACUs.

Cost drivers

Daily and weekly quotas

Past them, prepaid credits that roll over. Idle sessions sleep after 30 minutes.

Source 1, Cognition, Self-serve plans: Self-serve plans Source 2, Cognition, Usage: Usage

Details

Paid plans include daily and weekly quotas. Work beyond them draws on prepaid on-demand credits that roll over. Usage accrues with the actions Devin takes and its machine time, and a session sleeps after 30 idle minutes, using nothing while asleep.

Where it runs

Cognition's cloud

Start sessions from the web, Slack, Teams, Linear, Jira or GitHub. Outposts is on Pro, Max and Teams.

Source 3, Cognition, Enterprise deployment: Enterprise deployment Source 6, docs.devin.ai, Integrations: Integrations Source 7, docs.devin.ai, Devin CLI: Devin CLI Source 5, docs.devin.ai, Outposts: Outposts

Details

Cloud sessions on Cognition-hosted machines, started from the web app, Slack, Microsoft Teams, Linear, Jira, GitHub, or the API. Devin CLI runs locally. Self-hosted Outposts workers are available on Pro, Max, and Teams, and, off by default, on Dedicated Tenant deployments; Enterprise adds a single-tenant VPC.

What to verify

Training opt-out

Cognition may train on self-serve data until a paid-plan admin opts out.

Source 4, Cognition, Security at Cognition: Security at Cognition Source 8, Cognition, GitHub integration: GitHub integration Source 3, Cognition, Enterprise deployment: Enterprise deployment

Details

On self-serve plans Cognition uses your data for model training by default until a paid-plan admin opts out. The GitHub app reaches the repositories selected when it is installed. SAML or OIDC SSO is set up for enterprise deployments.