Machine-readable pricing, ratings, and feature data for hundreds of software tools. Built for engineers, analysts, and researchers.
Each platform offers a different slice of our data, optimized for its audience.
142 top tools in JSON, organized by category. Ideal for building apps, integrations, or custom comparison tools.
View on GitHub →331 tools in CSV with category benchmarks. Ready for EDA, Jupyter notebooks, and market modeling.
View on Kaggle →104 AI-specific tools in JSONL. Optimized for ML pipelines, recommendation systems, and NLP tasks.
View on HF →Every product entry follows this consistent structure across all platforms.
{
"name": "Cursor",
"slug": "cursor",
"category": "ai-coding",
"website": "https://cursor.sh",
"free_plan": true,
"starting_price": 0,
"plans": [
{ "name": "Hobby", "price": 0, "period": "mo" },
{ "name": "Pro", "price": 20, "period": "mo" },
{ "name": "Business", "price": 40, "period": "user/mo" }
],
"rating": 4.7,
"features_count": 12
}
Aggregated market statistics across all 28 tracked categories.
| Category | Vertical | Tools | Avg Rating | Free % | Explore |
|---|---|---|---|---|---|
| Large Language Models | AI | 25 | 4.51 | 80% | → Live Data |
| Project Management | Business | 20 | 4.42 | 85% | → Live Data |
| Cloud Hosting | Business | 21 | 4.35 | 62% | → Live Data |
| Email Marketing | Business | 20 | 4.38 | 70% | → Live Data |
| CRM Software | Business | 18 | 4.40 | 72% | → Live Data |
| AI Coding Tools | AI | 10 | 4.38 | 70% | → Live Data |
| AI Image Generators | AI | 13 | 4.30 | 77% | → Live Data |
| Crypto Exchanges | Crypto | 8 | 4.25 | 100% | → Live Data |
| Crypto Wallets | Crypto | 11 | 4.18 | 91% | → Live Data |
Showing 9 of 28 categories. View all categories on ComparEdge →
In-depth data analysis for each market vertical. Every page backed by real data.
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AI coding assistants + cloud platforms — what engineers actually use and pay for.
How we ensure data quality and accuracy.
All pricing data is collected directly from official product websites and verified against public pricing pages. No third-party estimates or guesses.
Ratings reference user sentiment from leading public review platforms, weighted by recency and review volume. Our editorial team validates outliers.
The live database at comparedge.com updates daily via automated pipelines. This open dataset is refreshed monthly from the live source.