How do their growth rates compare?

Devin has a month-over-month growth rate of +1%; ML.ai has 0%.

How does pricing compare?

Devin: Paid. Paid, enterprise-oriented. Devin is sold on a per-seat subscription with tiered plans (including higher-capacity tiers for heavier autonomous use) plus usage allowances; Cognition also runs credit programs and enterprise agreements. Because plans and credit packages change, check Cognition's official pricing page for current numbers. ML.ai: Paid. Paid, per seat. Every plan includes the full agent and the differentiator is concurrency - how many jobs run in parallel - rather than a token budget. Individual plans target solo builders, while Team and Enterprise tiers add more parallel jobs; enterprise buyers can contact sales for a quote. Long-running jobs are not cut off partway by credit exhaustion.

What are alternatives to Devin and ML.ai?

Other tools in related categories include Cursor, Manus, Google Antigravity, Replit, Qoder.

Head-to-Head Benchmark

Devin vs ML.ai

Devin records 2,549,346 monthly visits with +1% month-over-month growth and Paid pricing. ML.ai records 0 monthly visits with 0% growth and Paid pricing.

DevinPaidTraffic Leader

Cognition's autonomous software engineer that ships real pull requests

Monthly Visits

2.55M

MoM Velocity

+1%

Top Market

🇺🇸 United States

View Devin Analysis

devin.ai

ML.aiPaid

Hand it an issue, review the diff, merge when you are ready

Monthly Visits

0

MoM Velocity

0%

Top Market

🌐 Global

View ML.ai Analysis ml.ai

Side-by-Side Traffic & Specification Matrix

Dimension / Metric	Devin	ML.ai
Official Domain	devin.ai	ml.ai
Pricing Model	Paid	Paid
Monthly Visits	2.55M (2,549,346)	0 (0)
MoM Traffic Delta	+25.38K (+1%)	0 (0%)

Primary Market & Share	🇺🇸 United States (28.1%)	🌐 Global (—)

Direct Visits / mo	1.39M	0

User Rating	4.3	4.4

Supported Platforms	website	Website

Devin

Cognition's autonomous software engineer that ships real pull requests

End-to-end autonomous coding

Devin plans, writes code, runs tests, and opens pull requests across complex, multi-repository codebases without waiting for line-by-line approval.

Its own virtual machines

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.

Slack, Teams, and alert integration

Mention @Devin in a thread to delegate a fix, or connect CI, PagerDuty, and issue trackers so it reacts to failures and alerts automatically.

Parallel cloud agents

Delegate a large task and Devin splits it across parallel cloud agents that keep working after you close your laptop, then reports back.

Strengths & Pros

+Handles ticket-level autonomous work rather than only suggesting code completions
+Tests in its own browser and VMs, which catches issues that pure code generation misses
+Deep workflow integration with Slack, Teams, CI, and alerting tools
+Keeps working in parallel cloud agents even when your machine is off

Frequently Asked Questions: Devin vs ML.ai

Devin has 2,549,346 monthly visits, while ML.ai has 0. Traffic estimates describe audience size, not product quality.

More Head-to-Head Matchups

Devin vs Google Antigravity

18.6M visits/mo

Google Antigravity vs ML.ai

16.05M visits/mo

Best Alternatives to Devin & ML.ai (12)

Limitations

–Premium, seat-based pricing puts it out of reach for casual individual use
–Complex or poorly specified tasks still need human review before merging
–Maximum value depends on having a well-structured repo and clean test setup

ML.ai

Hand it an issue, review the diff, merge when you are ready

End-to-end task completion

Give it an issue and it reproduces the bug, edits the code, runs your tests and opens a pull request while you focus on decisions.

Plan-and-approve scope guard

The agent proposes a task list and names the files it expects to change. You select the tasks, and edits outside the declared scope stop and ask first.

Model routing and effort levels

Each step of a task is routed to the model that fits it, with the vendor abstracted behind an effort setting and a stated outcome.

Parallel sandboxed jobs

Launch many jobs across projects at the same time. Each agent runs in its own sandbox and reports back with a reviewable diff.

Strengths & Pros

+Completes whole tasks including tests and PR creation
+Scope guard halts edits outside declared files
+Per-seat pricing removes mid-task budget stops
+Same agent in desktop app, IDE and CLI
+Vendor takes responsibility for model selection

Limitations

–Per-seat pricing is less flexible than pay-per-token for very occasional users
–Claimed benchmark numbers come from the vendor's own evaluation runs
–Full agent capability requires the desktop app, IDE extension or CLI rather than a browser-only workflow

01

Cursor

23.3M/mo

An AI-native code editor providing advanced multi-file code generation and editing, though less fully autonomous end-to-end than Devin.

AI Code AssistantFreemium+8.4%

#1

02

Manus

19.2M/mo

SpecialistA general autonomous agent platform executing multi-step goals and browsers, suitable for broader web and coding workflows.

AI AssistantFree Trial55% direct

Manus web console showing an agent task in progress and generated deliverables

03

Google Antigravity

16.1M/mo

Google's agentic development platform running parallel AI coding agents across an IDE and CLI workspace.

AI AgentFreemium+8.1%

Screenshot of the Google Antigravity site showing downloads and agent product surfaces

#3

04

Replit

10M/mo

A cloud development platform featuring an AI agent that builds, runs, and deploys full-stack apps automatically.

AI App BuilderFreemium, Paid61% direct

Replit agent generating a working web application from a prompt

05

Qoder

5.1M/mo

An agentic coding platform and IDE plugin that reads entire codebases to execute complex multi-file tasks.

AI Code AssistantFreemium, Free Trial, Free+81.8%

Qoder IDE showing an active coding agent editing files and planning tasks

06

Cursor

4.8M/mo

Free / Open-sourceThe AI coding agent that turns ideas into shipped software

AI Code AssistantFreemium+6.5%

Screenshot of the Cursor desktop app with an AI agent working through a multi-file coding task

07

Kiro

3.3M/mo

Free / Open-sourceA spec-driven AI IDE and agent platform that plans, builds, reviews, and verifies real engineering work.

AI Code AssistantFreemium+4.6%

Kiro IDE showing a spec-driven agent session with plan, build, and review steps

08

Command Code

2.4M/mo

Free / Open-sourceThe coding agent that learns your coding taste

AI Code AssistantFreemium, Contact for Pricing74% direct

Command Code CLI showing an agent editing files and running tests

09

Orca

1M/mo

Free / Open-sourceRun many coding agents in parallel, each in its own worktree

AI Code AssistantFree, Open Source, Enterprise on request+1%

Orca interface with split panes for agent chat, terminal, browser preview and Git diffs

10

Trae

702.4K/mo

Free / Open-sourceAn AI IDE and coding agent that works on your project, not just your cursor

AI Code AssistantFreemium53% direct

Trae agent applying a multi-file code change with a reviewable diff in the editor

11

Augment Code

326.2K/mo

Free / Open-sourceAgent orchestration platform for your whole software development lifecycle

AI AgentFreemium, Free Trial, Contact for Pricing+24.1%

Screenshot of Augment Code code review agent posting inline findings on a pull request

12

Workik

167.3K/mo

SpecialistContext-aware AI that plans, codes, tests, and documents across your engineering workflows

AI Code GeneratorFreemium21% direct

Workik dashboard with AI workspace, project context, and code generation panels

Visit

Cursor

23.3M/mo+8.4%

An AI-native code editor providing advanced multi-file code generation and editing, though less fully autonomous end-to-end than Devin.

AI Code Assistant63% direct

Freemium

#2

Visit

Manus

19.2M/mo

Official

SpecialistA general autonomous agent platform executing multi-step goals and browsers, suitable for broader web and coding workflows.

AI Assistant55% direct

Free Trial

Visit

Google Antigravity

16.1M/mo+8.1%

Official

Google's agentic development platform running parallel AI coding agents across an IDE and CLI workspace.

AI Agent27% direct

Freemium

Visit

Replit

10M/mo

Official

A cloud development platform featuring an AI agent that builds, runs, and deploys full-stack apps automatically.

AI App Builder61% direct

Freemium, Paid

Visit

Qoder

5.1M/mo+81.8%

Official

An agentic coding platform and IDE plugin that reads entire codebases to execute complex multi-file tasks.

AI Code Assistant49% direct

Freemium, Free Trial, Free

Visit

Cursor

4.8M/mo+6.5%

Official

Free / Open-sourceThe AI coding agent that turns ideas into shipped software

AI Code Assistant9% direct

Freemium

Visit

Kiro

3.3M/mo+4.6%

Official

Free / Open-sourceA spec-driven AI IDE and agent platform that plans, builds, reviews, and verifies real engineering work.

AI Code Assistant54% direct

Freemium

Visit

Command Code

2.4M/mo

Free / Open-sourceThe coding agent that learns your coding taste

AI Code Assistant74% direct

Freemium, Contact for Pricing

Visit

Orca

1M/mo+1%

Open Source

Free / Open-sourceRun many coding agents in parallel, each in its own worktree

AI Code Assistant34% direct

Free, Open Source, Enterprise on request

Visit

Trae

702.4K/mo

Official

Free / Open-sourceAn AI IDE and coding agent that works on your project, not just your cursor

AI Code Assistant53% direct

Freemium

Visit

Augment Code

326.2K/mo+24.1%

Free / Open-sourceAgent orchestration platform for your whole software development lifecycle

AI Agent42% direct

Freemium, Free Trial, Contact for Pricing

Visit

Workik

167.3K/mo

SpecialistContext-aware AI that plans, codes, tests, and documents across your engineering workflows

AI Code Generator21% direct

Freemium

Devin vs ML.ai

Side-by-Side Traffic & Specification Matrix

Devin

Strengths & Pros

Frequently Asked Questions: Devin vs ML.ai

How do Devin and ML.ai compare in monthly traffic?

How do their growth rates compare?

How does pricing compare?

What are alternatives to Devin and ML.ai?

More Head-to-Head Matchups

Best Alternatives to Devin & ML.ai (12)

Limitations

ML.ai

Strengths & Pros

Limitations