It is a coding agent available as a desktop app for macOS and Windows, an IDE extension for VS Code and JetBrains, and a CLI. It reads your repository, plans a task, makes edits, runs checks and opens a pull request for your review.

Can the agent change files I did not approve?

Every run starts with a task list that names the files the agent expects to touch. You approve the tasks, and any edit that reaches outside the declared scope stops and asks first. Nothing is written to disk until you allow it, and nothing merges without your review.

Which models does it use?

You set the outcome and the effort level (low, medium or high) and the agent routes each step to the model that fits it. Reviews describe routing work across the model pool rather than pinning a single vendor.

Can I run several jobs in parallel?

Yes. You can launch many jobs at once across projects, with each agent working in its own sandbox and reporting back a diff for review. The number of parallel jobs depends on your plan.

How does pricing work?

Pricing is per seat rather than per token, so a long job runs to completion instead of stopping partway through a budget. Individual and team or enterprise plans are available, and enterprise buyers can contact sales for a quote.

ML.ai 的每月流量與成長趨勢為何？

ML.ai 目前每月有 0 次造訪，月流量變化為 +0（成長率 0%）。其主要來源市場為全球（佔比 —），其中包含每月 0 次直接造訪與每月 0 次自然搜尋造訪。

ML.ai 是免費的嗎？其定價模式為何？

ML.ai 採用付費、需聯絡報價定價模式。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. 支援的帳務與結帳平台包括：未列出。

ML.ai — 月造訪量 (0/月)、定價、API 與替代方案

Q: ML.ai 的每月流量與成長趨勢為何？

ML.ai 目前每月有 0 次造訪，月流量變化為 +0（成長率 0%）。其主要來源市場為 全球（佔比 —），其中包含每月 0 次直接造訪與每月 0 次自然搜尋造訪。

Q: ML.ai 是免費的嗎？其定價模式為何？

ML.ai 採用 付費、需聯絡報價 定價模式。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. 支援的帳務與結帳平台包括：未列出。

Open AI Tools

ML.ai — 月造訪量 (0/月)、定價、API 與替代方案 | Open AI Tools

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排名	AI 工具	每月造訪次數	月增幅	直接流量占比	價格	正面對決
●	ML.ai	0	0%	—	付費、需聯絡報價	目前產品
1	ChatGPT	60.48億	+2.2%	73% 直接流量	免費增值	對比 ChatGPT
2	Code Arena	3582.79萬	+19.4%	68% 直接流量	免費	對比 Code Arena
3	Cursor	2329.78萬	+8.4%	63% 直接流量	免費增值	對比 Cursor
4	Google Antigravity	1605.41萬	+8.1%	27% 直接流量	免費增值	對比 Google Antigravity
5	Bitbucket	1308.09萬	-1.2%	79% 直接流量	免費增值	對比 Bitbucket
6	Replit	1001.64萬	-7.7%	61% 直接流量	免費增值、付費	對比 Replit