Research Reports
Independent market research based on verified pricing and feature data from 495+ tools.
Published
The real median annual discount across 482 plans is 20%. The 87% VPN and hosting banners are prepay teasers with renewal jumps behind them. Full category benchmarks.
July 2, 2026
Over 1,300 documented costs that never appear on the pricing table: renewal jumps, seat minimums, credit meters and paid add-ons, sorted into five patterns with real dollar cases.
July 2, 2026
3,800+ pricing-page changes tracked in 2026. Vendors reshuffle plan packaging four times more often than they touch prices, and hikes beat cuts more than 2 to 1.
July 2, 2026
A 20% annual discount breaks even at month 10. Breakeven math per category, savings at 5 and 10 seats on real plans, and the tools with no annual discount at all.
July 2, 2026
What "contact sales" actually costs. Marketplace listings put floors under hidden pricing: Alation from $60k/yr, Atlan from $100k/yr, Collibra from $120k/yr.
July 2, 2026
Median costs, free plan adoption rates, and category benchmarks across 495+ tools. Covers AI, CRM, DevOps, cloud hosting, and more.
May 21, 2026
Token pricing across 14 LLM API providers. Input and output costs per 1M tokens, free tier availability, and subscription plan benchmarks.
May 21, 2026
Pricing benchmarks across 54 security tools: EDR, IAM, compliance automation, cloud security, VPN, and password managers.
May 21, 2026
66% of SaaS products offer a free tier. Category breakdown, usage limits, and freemium conversion patterns across 485 verified tools.
June 2, 2026
Per-seat costs, free tier limits, and IDE coverage for 15 AI coding assistants. GitHub Copilot, Cursor, Codeium compared.
June 2, 2026
Per-seat costs and TCO for 18 CRM platforms at 10, 50, and 200 seats. Salesforce, HubSpot, Pipedrive compared.
June 2, 2026
Workflow execution pricing and API costs across 13 platforms. n8n, Make, Zapier AI, Devin pricing models compared.
June 2, 2026
Maker-taker fees and actual cost per $10K trade across 8 major exchanges. OKX 0.08% vs Coinbase 0.4% compared.
June 2, 2026
Free visibility tiers and enterprise pricing for 11 FinOps platforms. Vantage, CAST AI, Kubecost, Zesty compared.
June 2, 2026
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All reports are based on manually verified data. Methodology