MaxLabs Desktop and CLI, made for developers

Build more with AI.
More quota. Faster responses.

MaxLabs gives developers more room to work and less time waiting. Plans start at $10, our models average 100+ TPS, and MaxLabs Desktop and CLI can reach a 99.9% cache hit rate in long sessions.

Launching 9 October 2026 Explore MaxLabs
Subscriptions from $10 100+ TPS average Up to 99.9% cache hits
maxlabs · checkout
$ maxlabs -workspace .

❯ Find the checkout race,
  fix it, and run the tests.

search  checkout locks
edit    CheckoutService.php
bash    php artisan test
Agent running at 100+ TPSTools connected · full performance
LIVE
100+ 100% MAX
100+ TPSaverage performance
100%uptime
0 nerfsafter you ship

WHY MAXLABS

Fast. Dependable.
Flexible when it matters.

Get fast output, full model performance, and limits you can control. MaxLabs Desktop and CLI help every subscription and long session go further.

SUBSCRIPTIONS

From $10

Choose a plan that matches the work.

Start with Worker for $10 per month. Unlock Pro and 5× the weekly allowance for $50, or get 10× the allowance for $100.

TOKEN EFFICIENCY

99.9%

Make long sessions use less quota.

We built MaxLabs Desktop and CLI around stable prompt tokens. In long sessions, cache hits can reach 99.9%, so repeated context costs far less than fresh input.

SPEED

100+ TPS

Finish work faster.

Your agents can read, write code, use tools, and complete long tasks without making you wait for every response.

RELIABILITY

No nerfs

Get the performance you paid for.

No hidden throttles. No slower model after you subscribe. No performance games designed to sell the next numbered release.

FLEXIBILITY

Your choice

Turn off the five-hour limit.

Keep the short limit to spread usage across the week, or disable it when one long session matters more. Your weekly allowance stays visible either way.

WHAT THE APPS DO

Ask for an outcome.
Watch the work happen.

MaxLabs works inside your project. It can inspect the code, use tools, make changes, run checks, and keep going through long tasks.

TOOLS

Works in the codebase

Read and search files, edit code, run shell commands, fetch reference pages, and delegate focused work to a subagent.

See every capability
CONTROL

Asks before risky work

Use plan mode to review the approach. Let read-only work run freely, require approval for changes, and inspect every file diff.

See approvals and diffs
LONG RUNS

Keeps sessions efficient

An append-only history keeps requests reproducible and cache-friendly. Resume conversations, branch from earlier work, and compact safely.

Understand the architecture
AGENT RUN / LIVE● MaxLabs ready
Average generation100+ TPS
UPTIME100%
TOOLSConnected
PERFORMANCEFull

NO HYPE TRAIN

No Max 2. No Max 3.
Just Max, getting better.

AI has matured enough that another number does not make a model more useful. We make incremental changes, fine-tune what needs tuning, and announce the changes worth knowing about. We do not nerf one model so a numbered replacement looks exciting.

Our models are made to get things done. That is all they are.

  • One stable model identity for your production code
  • Continuous tuning without migration theatre
  • Meaningful announcements when something changes
Meet the model in the docs

FROM THE LAB

Changes worth announcing.

Read the journal
Performance

Why agents need sustained TPS

A fast first token means little when the rest of the run slows down.

5 min read Product

Why Max does not need a number

Useful improvements belong in the model your production code already calls.

4 min read Engineering

Building MaxLabs Desktop and CLI to stay out of the way

The best infrastructure gives the agent more time to do the actual work.

6 min read

GIVE IT A REAL JOB

Your agent is ready.
Put MaxLabs to work.

Subscriptions for people, PAYG APIs for products, full performance for both.

Launching 9 October 2026 Talk to the lab