BROWSER USE

- Browser Use Agents: give Browser Use a task and receive completed work. API V4 is current for new integrations.
- Browser Infrastructure: connect your agent or automation to managed browsers through SDK, REST, or CDP. Starts at $0.02/browser-hour.
- Developer tools: Open Source, Browser Harness, SDK, and MCP support the two products above.

[Developer Index](https://browser-use.com/index.md)
[Product Map](https://browser-use.com/llms.txt)
[Full Product Context](https://browser-use.com/llms-full.txt)
[Pricing](https://browser-use.com/pricing.md)
[Cloud Docs](https://docs.browser-use.com/cloud/quickstart)
[Open Source Docs](https://docs.browser-use.com/open-source/introduction)

---

# Walmart automation benchmark

Search for milk and verify one product in the cart.

Walmart shows why challenge encounters and final task outcomes need separate counts. The Grok browsing study uses different rules.

## Browser Use Cloud

Success. Oct 20, 2026. CAPTCHA: solved.

A Robot or human check cleared during a wait. The cart then showed one milk product.

## Dot

Success. Oct 20, 2026. CAPTCHA: none.

The cart showed one milk product. No CAPTCHA appeared.

## Meta Muse

Success. Oct 21–22, 2026. CAPTCHA: not reported.

Muse reports this outcome. Original parallel action evidence remains incomplete.

## Instinct

Unstarted. Oct 23, 2026 snapshot. CAPTCHA: not reported.

The saved snapshot contains no started attempt for this task.

## Grok Bot

Uncleared challenge. Oct 12–13, 2026. CAPTCHA: not comparable.

Separate 50-site browsing study. It requires a product or result page, not a verified cart.

## CAPTCHA and checkout automation

These historical observations do not establish a permanent block rate. The test stops before checkout. No checkout or purchase result follows.

[All shopping benchmark results](/benchmarks/consumer)

## Original browser evidence

![Grok Bot: The older browsing task stopped at a press-and-hold check.](https://browser-use.com/benchmarks/consumer-v10/images/walmart-98a5631ad389.png)

Oct 12, 2026. Uncleared challenge.

![Browser Use Cloud: The original image shows the Robot or human prompt.](https://browser-use.com/benchmarks/consumer-v10/images/walmart-985630a2a5fe.png)

Oct 20, 2026. Challenge appeared.

![Browser Use Cloud: The cart shows one milk product after the challenge cleared.](https://browser-use.com/benchmarks/consumer-v10/images/walmart-8890326dffa2.png)

Oct 20, 2026. Verified cart.