Tracked Datasets
128
Cognaptus DataHub
This section works best as a monitored reference surface: provider watchlists, pricing dashboards, model directories, and curated operational datasets.
Tracked Datasets
128
Model Pages
40
Pricing Providers
52
Free Provider Monitor
24
Daily Monitor
Watch the zero-cost inference landscape with curated provider boards and the OpenRouter roster.
Pricing Radar
Compare text, image, video, and speech pricing using the local machine-readable dataset.
Directory
Structured reference pages for major models, with deployment and licensing context.
Workflow Assets
Curated data sources for automation, document AI, internal copilots, and business operations.
Decision Surface
Use ranked views and visual comparisons to weigh model quality, cost, and practical tradeoffs.
Use DataHub as a monitored reference surface, not a static article folder.
Check often: free provider and pricing pages change fastest.
Use for decisions: compare what is free, what is cheap, and what looks deployable.
Expect slower updates: model directory and dataset pages should stay structured and evergreen.