Datasetpublic

ComparEdge/saas-market-intelligence

SaaS Market Intelligence Dataset 331 software products. dozens of categories. Actual pricing data — not estimates. Files File Description comparedge_database_schema.sql Full DDL. 5 tables, 3 views. Import: sqlite3 db.sqlite < schema.sql SaaS_Pricing_Transparency_Report_Q2_2026.pdf Quarterly pricing analysis — category breakdowns, LLM token costs, free tier availability Schema overview Tables: categories, products, pricing_plans… See the full description on the dataset page: https://huggingface.co/datasets/ComparEdge/saas-market-intelligence.

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Dataset Card

SaaS Market Intelligence Dataset

331 software products. dozens of categories. Actual pricing data — not estimates.

Files

File	Description
`comparedge_database_schema.sql`	Full DDL. 5 tables, 3 views. Import: `sqlite3 db.sqlite < schema.sql`
`SaaS_Pricing_Transparency_Report_Q2_2026.pdf`	Quarterly pricing analysis — category breakdowns, LLM token costs, free tier availability

Schema overview

Tables: categories, products, pricing_plans, features, price_history

Views:

—v_category_stats — avg rating, avg price, free tier % per category
—v_llm_comparison — LLM products with pricing plan details
—v_free_tier_products — all 246 products with perpetual free tiers

Billing model distribution

Our pipeline classifies each plan into one of four billing models: per-seat (most common in project management and CRM), flat rate (typical for individual tools), usage-based (LLM APIs, cloud hosting), and freemium.

74.3% of tracked products offer a functional free tier. Not a 14-day trial — a permanent plan with real utility.

Methodology

Pricing scraped from public vendor pages. Where a vendor hides pricing behind "Contact Sales", we record null. Ratings from G2 and Capterra — averaged when both exist, used as-is when only one source is available.

Full SQLite database (864 KB): Kaggle