kitio.aiAdded Nov 5, 2026
ML.ai
PaidCoding agent that routes each step to a fitting model
What is ML.ai?
ML.ai is a coding agent for macOS, IDEs and the command line that reads your repository, picks a model for each step of a task and shows the diff before it touches any file. Developers hand it an issue and get back a pull request to review.
Given a bug or feature, the agent reproduces the problem, edits code, runs type checks, lint, tests and scans, then opens a pull request that only merges with your approval. It first writes a task list naming the files it expects to change, and any edit outside that scope stops and asks.
Sessions can run in parallel and be scheduled as automations, such as a weekly dependency audit or morning CI triage. Individual plans are priced by how many jobs run at once rather than by a visible token budget, while teams pay per seat and enterprises sign custom contracts.
Features
- Automatic model routing
- Scoped task lists
- Diff approval before writes
- Built-in test and lint checks
- Parallel jobs and automations
- App, IDE and CLI
Tags
Releases
+ Submit new release- Listed
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Organization
ML.ai
Listed by kitio.ai · unverified owner
Pricing
- Pricing model
- Paid
- Paid options from
- Not listed
ML.ai plans
Team
$29/mo
- Per user
- Pro-level parallel jobs
- Highest-effort models
Enterprise
Contact sales
- Custom annual contract
- Pro-level parallel jobs
Prices in USD, checked Nov 5, 2026. Plans change often, so confirm on the ML.ai site.Official pricing
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Pros and cons
Pros
- Nothing changes without your approval
- No visible token budget to manage
- Runs checks before opening a PR
Cons
- Individual plan prices not clearly listed
- Desktop app is macOS first
- Top-effort models need a higher plan
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Q&A
What is ML.ai?
ML.ai is a coding agent for macOS, IDEs and the command line that reads your repository, picks a model for each step of a task and shows the diff before it touches any file. Developers hand it an issue and get back a pull request to review.
Does ML.ai edit files without asking?
No. It shows the diff first, nothing writes to disk until you allow it, and edits outside the planned files pause for your approval.
How is ML.ai priced for individuals?
The Infinite plans are priced by how many jobs can run at the same time, from 2 up to 20, rather than by tokens. Teams pay per seat.
How much does ML.ai cost?
ML.ai is paid.
Is there a free version of ML.ai?
No. ML.ai is a paid tool.
What are the main features of ML.ai?
Automatic model routing, Scoped task lists, Diff approval before writes, Built-in test and lint checks, Parallel jobs and automations, App, IDE and CLI.
Who makes ML.ai?
ML.ai is made by ML.ai.
What are the best alternatives to ML.ai?
Popular alternatives include Gemini CLI, pre.dev, Morph.