How do their growth rates compare?

ML.ai has a month-over-month growth rate of 0%; Trae has -7.8%.

How does pricing compare?

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. Trae: Freemium. Free to start, with paid upgrades that increase usage limits for premium models; enterprises can purchase through BytePlus. Usage is measured per AI request and varies by model, so heavy users should review the pricing page for current allowances before committing.

What are alternatives to ML.ai and Trae?

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

Head-to-Head Benchmark

ML.ai vs Trae

ML.ai records 0 monthly visits with 0% month-over-month growth and Paid pricing. Trae records 702,366 monthly visits with -7.8% growth and Freemium pricing.

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

TraeFreemiumTraffic Leader

An AI IDE and coding agent that works on your project, not just your cursor

Monthly Visits

702.37K

MoM Velocity

-7.8%

Top Market

🇨🇳 China

View Trae Analysis trae.ai

Side-by-Side Traffic & Specification Matrix

Dimension / Metric	ML.ai	Trae
Official Domain	ml.ai	trae.ai
Pricing Model	Paid	Freemium
Monthly Visits	0 (0)	702.37K (702,366)
MoM Traffic Delta	0 (0%)	-59.77K (-7.8%)

Primary Market & Share	🌐 Global (—)	🇨🇳 China (44.6%)

Direct Visits / mo	0	373.24K

User Rating	4.4	4.7

Supported Platforms	Website	Website

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

Frequently Asked Questions: ML.ai vs Trae

ML.ai has 0 monthly visits, while Trae has 702,366. Traffic estimates describe audience size, not product quality.

More Head-to-Head Matchups

Google Antigravity vs ML.ai

16.05M visits/mo

Google Antigravity vs Trae

16.76M visits/mo

Best Alternatives to ML.ai & Trae (12)

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

Trae

An AI IDE and coding agent that works on your project, not just your cursor

Project-aware code context

Trae reads your project files and dependencies, so its suggestions account for how the codebase is actually structured rather than treating each file in isolation.

Agentic code generation and edits

Describe a task and the agent plans and applies multi-file edits, shows a diff for review, and can run terminal commands as part of the change.

Debugging and code explanation

Ask questions about unfamiliar code, get inline explanations, and have bugs or failing tests diagnosed and fixed with context.

TraeCode plus TraeWork

TraeCode covers the coding workflow, while TraeWork applies an AI assistant to everyday knowledge tasks — both download for desktop, with a web option.

Strengths & Pros

+Free tier makes it easy to evaluate before paying
+Agentic workflow handles multi-file changes and tests, not just autocomplete
+Deep project context improves the relevance of suggestions
+Covers both coding (TraeCode) and general work (TraeWork)
+Available as a desktop app and in the browser

Limitations

–Heavy usage of premium models quickly hits plan limits
–It is a newer entrant, so some integrations and plugins are still maturing
–Most of the polish is in the coding flow; other workflows are less developed
–Usage-based limits can be confusing to predict for large teams

01

Claude

1.3B/mo

SpecialistAnthropic's frontier AI workspace powered by Claude 5.5 for agentic coding, analysis, and nuanced writing.

AI AssistantFreemium+23.8%

#1

02

Cursor

23.3M/mo

Offers much deeper IDE integration and superior multi-file editing, but requires a paid subscription for full features.

AI Code AssistantFreemium+8.4%

#2

03

Google Antigravity

16.1M/mo

Google's agent-first development platform for building and shipping software with AI agents

AI AgentFreemium+8.1%

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

#3

04

Replit

10M/mo

SpecialistExcels at instant browser-based cloud deployment and full-stack app generation, but is less suited for heavy local multi-repo workflows.

AI App BuilderFreemium, Paid61% direct

Replit agent generating a working web application from a prompt

05

VS Code

7.4M/mo

Free / Open-sourceProvides ultimate extensibility and open-source flexibility, but requires assembling your own extension stack to match Trae's native AI features.

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

Provides powerful codebase-wide agentic planning and completion, but operates primarily as a plugin rather than a dedicated IDE.

AI Code AssistantFreemium, Free Trial, Free+81.8%

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

07

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

08

Kiro

3.3M/mo

Uses rigorous spec-driven engineering plans to verify changes, though with a more structured and rigid workflow than Trae.

AI Code AssistantFreemium+4.6%

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

09

Devin

2.5M/mo

SpecialistOperates as a fully autonomous software engineer that opens pull requests, but is much more expensive and task-oriented.

AI Code AssistantPaid+1%

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

10

Command Code

2.4M/mo

SpecialistFocuses on terminal-first workflows with open-weight models, but lacks the graphical multi-file interface of Trae.

AI Code AssistantFreemium, Contact for Pricing74% direct

Command Code CLI showing an agent editing files and running tests

11

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

12

Warp

657.4K/mo

SpecialistEnhances terminal productivity with built-in AI commands, but doesn't provide a full GUI-based code editor like Trae.

AI Code AssistantFreemium, Contact for Pricing38% direct

Warp platform view with factories-as-code YAML configuration and agent run status panel

Visit

Claude

1.3B/mo+23.8%

Official

SpecialistAnthropic's frontier AI workspace powered by Claude 5.5 for agentic coding, analysis, and nuanced writing.

AI Assistant72% direct

Freemium

Visit

Cursor

23.3M/mo+8.4%

Offers much deeper IDE integration and superior multi-file editing, but requires a paid subscription for full features.

AI Code Assistant63% direct

Freemium

Visit

Google Antigravity

16.1M/mo+8.1%

Official

Google's agent-first development platform for building and shipping software with AI agents

AI Agent27% direct

Freemium

Visit

Replit

10M/mo

Official

SpecialistExcels at instant browser-based cloud deployment and full-stack app generation, but is less suited for heavy local multi-repo workflows.

AI App Builder61% direct

Freemium, Paid

Visit

VS Code

7.4M/mo

Open Source

Free / Open-sourceProvides ultimate extensibility and open-source flexibility, but requires assembling your own extension stack to match Trae's native AI features.

AI Code Assistant29% direct

Freemium

Visit

Qoder

5.1M/mo+81.8%

Official

Provides powerful codebase-wide agentic planning and completion, but operates primarily as a plugin rather than a dedicated IDE.

AI Code Assistant49% direct

Freemium, Free Trial, Free

Visit

Cursor

4.8M/mo+6.5%