Free / Open-sourceGoogle's agent-first development platform for building and shipping software with AI agents

Foundry records 1,296 monthly visits with -52.7% month-over-month growth and Contact for Pricing pricing. TinyFish records 1,124,952 monthly visits with +199.7% growth and Freemium, Contact for Pricing pricing.

Simulation, evaluation, and RL training infrastructure for AI browser agents
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | thefoundryai.com | tinyfish.ai |
| Pricing Model | Contact for Pricing | Freemium, Contact for Pricing |
| Monthly Visits | 1.3K (1,296) | 1.12M (1,124,952) |
| MoM Traffic Delta |
| -1.44K (-52.7%) |
| +749.57K (+199.7%) |
| Primary Market & Share | 🇺🇸 United States (39.5%) | 🇺🇸 United States (27.4%) |
|---|
| Direct Visits / mo | 506 | 401.32K |
|---|
| User Rating | 4.3 | 4.4 |
|---|
| Supported Platforms | Website | Website |
|---|

Simulation, evaluation, and RL training infrastructure for AI browser agents
Pixel-perfect, reproducible browser environments that eliminate web drift, noise, and rate limits so agent runs are comparable over time.
Every action is tracked, classified, and tagged — click failures, layout shifts, and misfires are surfaced rather than silently swallowed.
Human annotators build custom, long-horizon training data for supervised fine-tuning of browser agents on real enterprise platforms.
Safely sample and evaluate large numbers of trajectories to train browser agents at scale, without running into anti-bot constraints.

One API key for agent-grade web search, fetch, browsing and automation
Real browser-rendered search that returns structured JSON with fresh, uncached results from the live web, with no search fee.
Convert any URL into token-efficient Markdown, JSON or HTML, stripping navigation bars, cookie banners and ads before they reach your model.
Full cloud browser sessions with persistent state that you drive with Playwright, Puppeteer or the Chrome DevTools Protocol.
Give an agent a goal in plain English and it navigates, fills forms and returns structured results; monitoring fires alerts when a tracked page or topic changes.
Free / Open-sourceGoogle's agent-first development platform for building and shipping software with AI agents


Features a massive marketplace of ready-to-run scrapers, though it operates more as an actor platform than a raw API.
#2Free / Open-sourceProvides cleaner LLM-ready markdown conversion and crawling, but lacks TinyFish's interactive cloud browser automation capabilities.


Offers superior neural web search designed for AI agents, but provides less comprehensive raw browser automation tools.
Free / Open-sourceGenAI-native end-to-end QA agent that plans, writes and heals tests in plain language

Delivers enterprise-grade proxy networks and scraping infrastructure, but involves a steeper learning curve than TinyFish.

The environments frontier AI trains on, and the agents that do the recurring work

Excels at converting URLs into clean markdown and embeddings, but lacks dedicated browser actuation and live search endpoints.

Gives you robust headless browser automation and control, but requires more custom development than managed agent APIs.

AI security platform that finds exposures, proves they're exploitable, and ships the fix


SpecialistProvides independent web search and agent grounding, but lacks content fetching and browser automation features.

Free / Open-sourceBuild, simulate, evaluate and monitor self-improving AI agents
Free / Open-sourceGoogle's agent-first development platform for building and shipping software with AI agents
Features a massive marketplace of ready-to-run scrapers, though it operates more as an actor platform than a raw API.
Free / Open-sourceProvides cleaner LLM-ready markdown conversion and crawling, but lacks TinyFish's interactive cloud browser automation capabilities.
Delivers enterprise-grade proxy networks and scraping infrastructure, but involves a steeper learning curve than TinyFish.
The environments frontier AI trains on, and the agents that do the recurring work
Excels at converting URLs into clean markdown and embeddings, but lacks dedicated browser actuation and live search endpoints.
Gives you robust headless browser automation and control, but requires more custom development than managed agent APIs.
AI security platform that finds exposures, proves they're exploitable, and ships the fix
SpecialistProvides independent web search and agent grounding, but lacks content fetching and browser automation features.
Free / Open-sourceBuild, simulate, evaluate and monitor self-improving AI agents