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. Veo Sports Camera records 5,044,488 monthly visits with +5.4% growth and Paid pricing.
The data, evaluations and systems behind AI that has to be right.
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | scale.com | veo.co |
| Pricing Model | Contact for Pricing | Paid |
| Monthly Visits | 616.92K (616,915) | 5.04M (5,044,488) |
| MoM Traffic Delta | +68.69K (+12.5%) | +257.67K (+5.4%) |
| Primary Market & Share | 🇺🇸 United States (44.2%) | 🇺🇸 United States (32.3%) |
| Direct Visits / mo | 191.41K | 3.58M |
| User Rating | 4.7 | 4.5 |
| 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.

Record, stream and analyse every match automatically
Cam 3 records and analyses matches automatically, and the AI detects goals, shots, corners and free kicks so coaches can filter by type, team or player.
The camera pans and zooms to follow play in broadcast style while coaches can still take manual control to explore the full pitch.
Shots and goals are clipped automatically, and you can add your own clips, draw on screen, take timestamped notes and export MP4s to share.
Veo Analytics 2 produces heat maps, shot maps, pass maps and 2D radar linked to the video, plus an AI Match Report and Coach Assist chat.
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.

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.
Provides automated multi-camera sports broadcasting and streaming, but requires dedicated hardware setups similar to Veo.

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.

SpecialistTurns mobile devices into automated tennis and pickleball scoring systems, but is restricted to racquet sports.
SpecialistTurns mobile devices into automated tennis and pickleball scoring systems, but is restricted to racquet sports.
SpecialistConnects developers with verified human participants for RLHF and model evaluation studies instead of managed labeling.
SpecialistConnects developers with verified human participants for RLHF and model evaluation studies instead of managed labeling.