Scale records 616,915 monthly visits with +12.5% month-over-month growth and Contact for Pricing pricing. Scalebrowser records 161,955 monthly visits with +212.7% growth and Free Trial, Paid pricing.
The data, evaluations and systems behind AI that has to be right.
Give every AI agent its own isolated browser with a persistent identity
| Dimension / Metric | | |
|---|---|---|
| Official Domain | scale.com | scalebrowser.net |
| Pricing Model | Contact for Pricing | Free Trial, Paid |
| Monthly Visits | 616.92K (616,915) | 161.96K (161,955) |
| MoM Traffic Delta | +68.69K (+12.5%) | +110.17K (+212.7%) |
| Primary Market & Share | 🇺🇸 United States (44.2%) | 🌐 Global (—) |
| Direct Visits / mo | 191.41K | 65.23K |
| User Rating | 4.7 | 4.7 |
| Supported Platforms | Website | Website |
The data, evaluations and systems behind AI that has to be right.
Human-sourced and expert-annotated training data, including specialist contributors with advanced degrees, at the quality bar frontier labs require.
Public leaderboards plus private benchmarks that test model capability and safety for the most ambitious AI developers.
Platform and services teams that pick the right use case, build the system and take ownership of the outcome.
Agentic systems designed around measurable business outcomes across private equity portfolios, energy and healthcare operations.
Give every AI agent its own isolated browser with a persistent identity
Each profile is generated from a seed so its identity, cookies and logins persist across restarts, and sites see the same returning visitor rather than a new device.
One browser per profile means separate logins, cookies and devices that share nothing, making multi-account automation safe to run in parallel.
Agents get through username and password forms, email confirmation codes, TOTP and SMS two-factor codes, passkeys and permission prompts without stalling.
Press-and-hold, image grid, slider and rotation captchas are solved through human-like input rather than third-party solving keys.
SpecialistA massive cloud web scraping and automation marketplace, though it lacks Scalebrowser's focus on persistent isolated profiles.
SpecialistA massive cloud web scraping and automation marketplace, though it lacks Scalebrowser's focus on persistent isolated profiles.
SpecialistStreamlines computer vision dataset annotation and model training, but is less suited for general LLM text tasks.
SpecialistStreamlines computer vision dataset annotation and model training, but is less suited for general LLM text tasks.
Focuses heavily on enterprise data labeling and training data curation, similar to Scale's core annotation business.
Focuses heavily on enterprise data labeling and training data curation, similar to Scale's core annotation business.
Free / Open-sourceOpen-source desktop AI workforce that runs browser, file, and app tasks for you
Provides enterprise multimodal annotation and data management tools, but with less emphasis on managed labeling workforces.
Provides enterprise multimodal annotation and data management tools, but with less emphasis on managed labeling workforces.
Free / Open-sourceA free Chromium-based browser optimized for running parallel AI web automation and scraping tasks locally.
Free / Open-sourceA free Chromium-based browser optimized for running parallel AI web automation and scraping tasks locally.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistFocuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
SpecialistFocuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
Specializes in data infrastructure and annotation specifically tailored for computer vision and physical AI workloads.
Specializes in data infrastructure and annotation specifically tailored for computer vision and physical AI workloads.
An agent-native computer that works while you sleep
Free / Open-sourceOffers a flexible open-source alternative for custom data labeling and human-in-the-loop annotation pipelines.
Free / Open-sourceOffers a flexible open-source alternative for custom data labeling and human-in-the-loop annotation pipelines.
SpecialistBuild, simulate, evaluate and monitor self-improving AI agents
SpecialistBuild, simulate, evaluate and monitor self-improving AI agents
