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.
Scale records 616,915 monthly visits with +12.5% month-over-month growth and Contact for Pricing pricing. SETI Protect records 0 monthly visits with — growth and Contact for Pricing pricing.

Only your face unlocks your Chrome browser
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | scale.com | chromewebstore.google.com |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 616.92K (616,915) | 0 (0) |
| MoM Traffic Delta | +68.69K (+12.5%) | 0 (—) |
| Primary Market & Share | 🇺🇸 United States (44.2%) | 🌐 Global (—) |
| Direct Visits / mo | 191.41K | 0 |
| User Rating | 4.7 | 4.5 |
| Supported Platforms | Website | Browser Extension |
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.

Only your face unlocks your Chrome browser
Instead of verifying you once at sign-in, SETI Protect keeps checking the face at the keyboard for the whole session.
Because authentication continues after login, a passerby who takes over an unlocked, already-signed-in browser is detected rather than trusted.
The extension is positioned to stop remote desktop takeovers, a common route for attackers into an authenticated browser.
Built by Smart Eye Technology, whose framework layers facial recognition with fingerprint, handwriting and voice verification as biometric MFA/2FA.
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.

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.

SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistAI face search that turns one photo into someone's full digital footprint
SpecialistAI face search that turns one photo into someone's full digital footprint

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.

Free / Open-sourceReverse face search across the public web, with strong privacy guardrails
Free / Open-sourceReverse face search across the public web, with strong privacy guardrails
Free / Open-sourceUpload one photo and find where that face appears across social media and the web
Free / Open-sourceUpload one photo and find where that face appears across social media and the web

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

SpecialistProvides LLM evaluation and testing workflows, but lacks Scale's massive human-in-the-loop data labeling services.
SpecialistProvides LLM evaluation and testing workflows, but lacks Scale's massive human-in-the-loop data labeling services.