
An AI-native code editor providing advanced multi-file code generation and editing, though less fully autonomous end-to-end than Devin.
Devin records 2,549,346 monthly visits with +1% month-over-month growth and Paid pricing. Labelbox records 762,803 monthly visits with -22.8% growth and Contact for Pricing pricing.

The environments frontier AI trains on, and the agents that do the recurring work
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | devin.ai | labelbox.com |
| Pricing Model | Paid | Contact for Pricing |
| Monthly Visits | 2.55M (2,549,346) | 762.8K (762,803) |
| MoM Traffic Delta | +25.38K (+1%) |
| -225.17K (-22.8%) |
| Primary Market & Share | 🇺🇸 United States (28.1%) | 🇺🇸 United States (21.9%) |
|---|
| Direct Visits / mo | 1.39M | 370.02K |
|---|
| User Rating | 4.3 | 4.4 |
|---|
| Supported Platforms | website | Website |
|---|
Cognition's autonomous software engineer that ships real pull requests
Devin plans, writes code, runs tests, and opens pull requests across complex, multi-repository codebases without waiting for line-by-line approval.
Devin provisions Windows, Mac, and Linux VMs, builds and runs the project, and tests in a real browser - even recording itself using the feature it built.
Mention @Devin in a thread to delegate a fix, or connect CI, PagerDuty, and issue trackers so it reacts to failures and alerts automatically.
Delegate a large task and Devin splits it across parallel cloud agents that keep working after you close your laptop, then reports back.

The environments frontier AI trains on, and the agents that do the recurring work
Structured annotation, curation, model evaluation and human-in-the-loop review across vision, language and generative tasks, used to build the training and eval data behind production models.
Recursion agents start on their own from builds, alerts, commits, checkpoints and schedules, then work in the background until the task is finished and reviewable.
Specialist agents cover software engineering, reliability, security, ML research, evals, R&D, product and finance workflows, from flaky test fixes to postmortem drafts and vulnerability patches.
Every agent run is scored by a grader, and graded sessions leave memories, notes and skills that the next session reads before acting, so quality compounds over time.

An AI-native code editor providing advanced multi-file code generation and editing, though less fully autonomous end-to-end than Devin.
SpecialistA general autonomous agent platform executing multi-step goals and browsers, suitable for broader web and coding workflows.

Google's agentic development platform running parallel AI coding agents across an IDE and CLI workspace.
#3
A cloud development platform featuring an AI agent that builds, runs, and deploys full-stack apps automatically.
An agentic coding platform and IDE plugin that reads entire codebases to execute complex multi-file tasks.
An AWS spec-driven AI IDE and agent platform that plans, builds, reviews, and verifies software engineering work.

SpecialistThe coding agent that learns your coding taste
SpecialistStreamlines end-to-end computer vision workflows from annotation to model deployment, but lacks Labelbox's general enterprise agent orchestration.
Free / Open-sourceRun many coding agents in parallel, each in its own worktree
An AI-powered IDE and coding agent that indexes entire repositories to plan, build, and test software.

SpecialistRelies heavily on managed human-in-the-loop workforce services for data validation, offering less self-serve technical tooling than Labelbox.
Delivers enterprise-grade labeling and model evaluation at massive scale, but often requires higher enterprise budgets than Labelbox.
An AI-native code editor providing advanced multi-file code generation and editing, though less fully autonomous end-to-end than Devin.
SpecialistA general autonomous agent platform executing multi-step goals and browsers, suitable for broader web and coding workflows.
Google's agentic development platform running parallel AI coding agents across an IDE and CLI workspace.
A cloud development platform featuring an AI agent that builds, runs, and deploys full-stack apps automatically.
An agentic coding platform and IDE plugin that reads entire codebases to execute complex multi-file tasks.
An AWS spec-driven AI IDE and agent platform that plans, builds, reviews, and verifies software engineering work.
SpecialistThe coding agent that learns your coding taste
SpecialistStreamlines end-to-end computer vision workflows from annotation to model deployment, but lacks Labelbox's general enterprise agent orchestration.
Free / Open-sourceRun many coding agents in parallel, each in its own worktree
An AI-powered IDE and coding agent that indexes entire repositories to plan, build, and test software.
Delivers enterprise-grade labeling and model evaluation at massive scale, but often requires higher enterprise budgets than Labelbox.