How do their growth rates compare?

Cursor has a month-over-month growth rate of +6.5%; ML.ai has 0%.

How does pricing compare?

Cursor: Freemium. Cursor follows a freemium model: there is a free tier with limited usage plus paid individual and team plans, and separate enterprise pricing that requires contacting sales. Exact rates are best confirmed on the official pricing page. 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 Cursor and ML.ai?

Other tools in related categories include ChatGPT, Claude, Google Antigravity, Replit, VS Code.

Head-to-Head Benchmark

Cursor vs ML.ai

Cursor records 4,790,129 monthly visits with +6.5% month-over-month growth and Freemium pricing. ML.ai records 0 monthly visits with 0% growth and Paid pricing.

CursorFreemiumTraffic Leader

The AI coding agent that turns ideas into shipped software

Monthly Visits

4.79M

MoM Velocity

+6.5%

Top Market

🇺🇸 United States

View Cursor Analysis

cursor.sh

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	Cursor	ML.ai
Official Domain	cursor.sh	ml.ai
Pricing Model	Freemium	Paid
Monthly Visits	4.79M (4,790,129)	0 (0)
MoM Traffic Delta	+291.91K (+6.5%)

Primary Market & Share	🇺🇸 United States (22.8%)	🌐 Global (—)

Direct Visits / mo	410.78K	0

User Rating	4.8	4.4

Supported Platforms	Website	Website

Cursor

The AI coding agent that turns ideas into shipped software

Autonomous coding agents

Hand off a task in plain language and agents plan it, edit across multiple files, run commands, and report back what changed.

Cloud agents and parallelism

Launch several agents at once in hosted environments so long-running work continues in the background while you focus elsewhere.

Flexible frontier model access

Choose between models from multiple leading providers per task, balancing reasoning depth, speed, and cost as needed.

Works where your team works

Cursor runs as a desktop IDE, in the terminal via CLI, and inside Slack and GitHub so agents review pull requests in existing workflows.

Strengths & Pros

+Deep, context-aware assistance that understands an entire repository rather than single snippets
+Agent workflows that can genuinely complete multi-step coding tasks end to end
+Freedom to switch between many frontier models instead of being locked to one
+Usable across desktop, terminal, Slack, and GitHub with cloud agents for long tasks

Frequently Asked Questions: Cursor vs ML.ai

Cursor has 4,790,129 monthly visits, while ML.ai has 0. Traffic estimates describe audience size, not product quality.

More Head-to-Head Matchups

Cursor vs Google Antigravity

20.84M visits/mo

Google Antigravity vs ML.ai

16.05M visits/mo

Best Alternatives to Cursor & ML.ai (12)

Limitations

–Heavy agent usage consumes plan allowance quickly, so costs can scale with intensity
–The breadth of features takes time to learn and configure well
–Most advanced agentic capability depends on a paid plan

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

ChatGPT

6B/mo

SpecialistOpenAI's flagship multimodal assistant powered by GPT-6 and GPT-5.6 for reasoning, coding, and deep research.

AI ChatbotFreemium+2.2%

02

Claude

1.3B/mo

SpecialistProvides superior reasoning and code generation via chat and artifacts, but lacks native inline code editing inside your codebase.

AI AssistantFreemium+23.8%

#2

03

Google Antigravity

16.1M/mo

Offers powerful parallel agentic workflows and a dedicated desktop environment, but has a steeper setup curve than Cursor.

AI AgentFreemium+8.1%

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

#3

04

Replit

10M/mo

SpecialistAllows rapid cloud-based full-stack app deployment from natural language, but lacks a local filesystem IDE experience.

AI App BuilderFreemium, Paid61% direct

Replit agent generating a working web application from a prompt

05

VS Code

7.4M/mo

Free / Open-sourceProvides total customization and standard extension support, but requires manual setup of AI extensions to match Cursor's integration.

AI Code AssistantFreemium29% direct

Screenshot of VS Code with an agent session planning changes and a diff view for review

06

Qoder

5.1M/mo

Delivers deep codebase indexing and multi-file task execution via IDE plugins, but lacks a fully custom standalone editor.

AI Code AssistantFreemium, Free Trial, Free+81.8%

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

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

Devin

2.5M/mo

Cognition's autonomous software engineer that ships real pull requests

AI Code AssistantPaid+1%

Devin session view with task list, parallel agents, and a generated pull request

09

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

10

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

11

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

12

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

#1

Visit

ChatGPT

6B/mo+2.2%

Official

SpecialistOpenAI's flagship multimodal assistant powered by GPT-6 and GPT-5.6 for reasoning, coding, and deep research.

AI Chatbot73% direct

Freemium

Visit

Claude

1.3B/mo+23.8%

Official

SpecialistProvides superior reasoning and code generation via chat and artifacts, but lacks native inline code editing inside your codebase.

AI Assistant72% direct

Freemium

Visit

Google Antigravity

16.1M/mo+8.1%

Official

Offers powerful parallel agentic workflows and a dedicated desktop environment, but has a steeper setup curve than Cursor.

AI Agent27% direct

Freemium

Visit

Replit

10M/mo

Official

SpecialistAllows rapid cloud-based full-stack app deployment from natural language, but lacks a local filesystem IDE experience.

AI App Builder61% direct

Freemium, Paid

Visit

VS Code

7.4M/mo

Open Source

Free / Open-sourceProvides total customization and standard extension support, but requires manual setup of AI extensions to match Cursor's integration.

AI Code Assistant29% direct

Freemium

Visit

Qoder

5.1M/mo+81.8%

Official

Delivers deep codebase indexing and multi-file task execution via IDE plugins, but lacks a fully custom standalone editor.

AI Code Assistant49% direct

Freemium, Free Trial, Free

Visit

Kiro

3.3M/mo+4.6%