Scale records 616,915 monthly visits with +12.5% month-over-month growth and Contact for Pricing pricing. Theneo records 31,850 monthly visits with -17.3% growth and Freemium, Paid, Contact for Pricing pricing.
The data, evaluations and systems behind AI that has to be right.
API docs that humans and AI agents ship together
| Dimension / Metric | | |
|---|---|---|
| Official Domain | scale.com | theneo.io |
| Pricing Model | Contact for Pricing | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 616.92K (616,915) | 31.85K (31,850) |
| MoM Traffic Delta | +68.69K (+12.5%) | -6.65K (-17.3%) |
| Primary Market & Share | 🇺🇸 United States (44.2%) | 🇺🇸 United States (23.2%) |
| Direct Visits / mo | 191.41K | 16.91K |
| User Rating | 4.7 | 4.3 |
| 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.
API docs that humans and AI agents ship together
Paste an OpenAPI, GraphQL, gRPC, SOAP, or AsyncAPI spec and Theneo builds a complete, navigable API reference with code samples and a versioned playground.
Engineers, writers, and PMs edit in the same document with live cursors, comments, version history, and one-click rollback, so docs stop drifting from the product.
Automatic changelog generation flags breaking changes as APIs evolve, keeping a timeline developers can trust.
An Ask AI assistant answers developer questions from your docs, and an MCP server plus llms.txt make the content usable by coding agents.
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.
The documentation platform that keeps docs accurate for people and AI
The documentation platform that keeps docs accurate for people and AI
AI diagrams and technical design docs built from your code and systems
AI diagrams and technical design docs built from your code and systems
Custom AI agents trained on your documentation and knowledge base
Custom AI agents trained on your documentation and knowledge base
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.
The intelligent documentation platform that keeps itself up to date
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.
Context-aware AI that plans, codes, tests, and documents across your engineering workflows
Context-aware AI that plans, codes, tests, and documents across your engineering workflows
No-code AI agents grounded in your company's knowledge
