Scale records 616,915 monthly visits with +12.5% month-over-month growth and Contact for Pricing pricing. You.com records 948,349 monthly visits with +7% growth and Freemium pricing.
The data, evaluations and systems behind AI that has to be right.
Search and inference APIs that give AI models real-time web data
| Dimension / Metric | | |
|---|---|---|
| Official Domain | scale.com | you.com |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 616.92K (616,915) | 948.35K (948,349) |
| MoM Traffic Delta | +68.69K (+12.5%) | +61.92K (+7%) |
| Primary Market & Share | 🇺🇸 United States (44.2%) | 🇺🇸 United States (24.5%) |
| Direct Visits / mo | 191.41K | 639.15K |
| User Rating | 4.7 | 4.4 |
| 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.
Search and inference APIs that give AI models real-time web data
Ranked web and news results returned in around 0.4 seconds at p50, with highlights, knowledge, extraction and domain filters for production RAG workloads.
Submit URLs you already have and get back clean Markdown or HTML per page, priced per page returned rather than per request.
Answer returns a cited response in one call, while Research plans, reads full pages and cross-references sources across five depth tiers.
One OpenAI-compatible chat completions API that runs leading open-weight models with automatic multi-provider failover.
Enterprise developer platform and API for deploying GPT-6 Astra, Sol, Luna, and realtime multimodal agents.
Enterprise developer platform and API for deploying GPT-6 Astra, Sol, Luna, and realtime multimodal agents.
SpecialistExceptional consumer answer engine with verified citations, but less flexible raw developer API data feeds.
SpecialistExceptional consumer answer engine with verified citations, but less flexible raw developer API data feeds.
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.
Includes cloud browser automation and live fetching for web agents, but less optimized for traditional textual search queries.
Neural web search API specifically engineered for LLM agents, but offers less consumer chatbot interface polish.
Bundles deep research crawling and search into a developer API, but lacks generalized multi-model inference endpoints.
Bundles deep research crawling and search into a developer API, but lacks generalized multi-model inference endpoints.
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.
SpecialistPowerful enterprise neural search and discovery platform, but focuses more on internal site search than live web retrieval.
SpecialistPowerful enterprise neural search and discovery platform, but focuses more on internal site search than live web retrieval.
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.
SpecialistThe managed vector database and knowledge engine for production AI
Provides specialized URL-to-Markdown reading and neural rerankers, but less comprehensive out-of-the-box real-time web search.
Provides specialized URL-to-Markdown reading and neural rerankers, but less comprehensive out-of-the-box real-time web search.
