Datasets

Overview

ComparEdge maintains multiple open datasets across platforms:

Dataset	Platform	Description
SaaS & AI Tools Market 2026	Kaggle	331 tools with pricing, ratings, features
LLM API Pricing 2026	Kaggle	5 CSVs: pricing, scenarios, features, benchmarks, rate limits
AI Tools Pricing 2026	HuggingFace	104 AI tools with detailed pricing tiers
LLM Benchmark Matrix 2026	HuggingFace	Performance benchmarks + features + rate limits
Scientific Dataset (DOI)	Zenodo	Citable research dataset with DOI

Data Schema

Each product record contains:

{
    "name": "Product Name",
    "category": "llm",
    "description": "Brief description",
    "pricing": {
        "free_plan": true,
        "starting_price": 20,
        "currency": "USD",
        "billing": "monthly"
    },
    "ratings": {
        "g2": 4.5,
        "capterra": 4.3
    },
    "features": ["feature1", "feature2"],
    "url": "https://product.com",
    "compare_url": "https://comparedge.com/compare/product"
}

Categories

28 categories across 3 verticals:

AI Tools: LLM, AI Coding, AI Writing, AI Image, AI Video, AI Voice, AI Agents, AI Assistants, AI Productivity

Business: CRM, Project Management, Email Marketing, Cloud Hosting, Design Tools

Crypto: Exchanges, Wallets, Trading Bots, DEX