Studies & data
Original, sourced research on how SaaS and security tools really price, perform and treat their customers. Each study is compiled independently and cites its sources.
All studies
AI Coding Assistants: Pricing, Billing Models & Deployment — 2026
A sourced comparison of AI coding assistants in 2026 — GitHub Copilot, Cursor, Windsurf, Tabnine, Replit — and their rapidly changing billing models (usage-based, credits, quotas), plus privacy/deployment options.
How AI Generators Actually Bill You: GPU Time vs Credits vs Tokens — 2026
A sourced comparison of how 15 AI image, video and writing tools meter usage in 2026 — GPU minutes, credits, tokens or units — plus which output is commercially indemnified. Why 'per image' is rarely the real unit.
AI Voice & Dubbing Tools: Language Coverage & Pricing — 2026
A sourced comparison of AI voice and dubbing tools in 2026 — ElevenLabs, Murf, Play.ht, HeyGen, Synthesia, Resemble — on language coverage, voices, latency, security and how they bill.
Antivirus Independent Lab Scores — 2026
What AV-TEST and AV-Comparatives actually scored for major antivirus suites in late 2025 / early 2026. Sourced, with test names and dates. 8 suites.
Applicant Tracking Systems: Pricing Models & Transparency — 2026
A sourced comparison of 14 applicant tracking systems by pricing model (per-employee, per-seat, flat unlimited, per-job-slot), whether they publish pricing, and recent acquisitions or shutdowns. 2026 data.
B2B Finance Tools: The Real Cost Behind "Free" — 2026
A sourced look at how 15 B2B finance tools — corporate cards, accounting, bill pay — actually make money in 2026: interchange, cashback, per-transaction fees, and the accounting price hikes behind the headline.
The Best Genuinely-Free Tool in Each Category — 2026
A sourced pick of the single best genuinely-free (not trial) software in each category for 2026 — scheduling, forms, email, passwords, VPN, CRM and more — with what the free plan actually includes.
Business VoIP: Real Entry Price & What's Gated — 2026
A sourced comparison of 13 business VoIP providers by real entry price, pricing model (per-user vs flat), and which features (CRM integration, call recording) are gated to higher tiers.
Cloud Storage: Which Providers Actually Can't Read Your Files — 2026
A sourced comparison of 13 cloud storage providers by zero-knowledge encryption, encryption cipher, jurisdiction and lifetime-plan availability. Who can technically read your files in 2026, and who can't.
Course Platform Transaction Fees: What You Actually Lose Per Sale — 2026
A sourced comparison of the transaction fees 14 course and community platforms take per sale in 2026 — from 0% (Thinkific, Systeme.io, LearnDash) to 10%+ (Skool Hobby, Gumroad) — plus stacking processor and app-store cuts.
CRM Real Entry Cost: Setup Fees, Seat Minimums & Free Plans — 2026
A sourced comparison of 11 CRMs by the costs the per-user price hides: mandatory implementation fees, seat minimums, and whether a real free plan exists. 2026 data.
How Email Marketing Tools Really Price You — 2026
The four pricing models behind email marketing tools in 2026: per-contact, per-send, per-revenue and all-in-one. A sourced comparison of 15 platforms, including who bills you for unsubscribed contacts.
E-Signature Legal Compliance Compared — 2026
A sourced compliance matrix for 12 e-signature platforms: ESIGN/UETA, eIDAS (incl. QES), HIPAA/BAA, 21 CFR Part 11 and SOC 2 — plus which gate HIPAA or charge hidden per-envelope fees.
Form Builder Free Plans: The Real Response Limits — 2026
A sourced comparison of 14 form and survey builders' free plans in 2026 — from Typeform's 10 responses/month to Tally's unlimited — plus which include payments and HIPAA. The free-tier gap is enormous.
Free Scheduling Tools: Which Free Plan Actually Lets You Take Payments — 2026
A sourced comparison of 14 scheduling tools' free plans in 2026: which include payments, round-robin and calendar sync — and which are trials in disguise. Plus the open-source and lifetime-deal options.
Hosting Renewal Shock — How Much Web Hosts Raise Your Price in Year 2 (2026)
A sourced breakdown of the gap between web hosts' advertised intro price and their year-2 renewal rate. 13 hosts plus 8 SaaS examples, with reported percentage increases.
Who Audits Your Security Tools? Independent Audit Map — 2026
A sourced cross-category map of which privacy and security tools have had independent security audits in 2026, and by which firm — VPNs, password managers and cloud storage. Cure53, Deloitte, KPMG and more.
Verified Lifetime SaaS Deals: One-Time Pricing That Actually Exists — 2026
A sourced roundup of software with genuine one-time lifetime pricing in 2026 — pCloud, Icedrive, TidyCal, Ubersuggest, LifterLMS and more — plus the 'lifetime' labels that hide recurring add-on fees.
No-Code App Builders: Who Lets You Own Your Code — 2026
A sourced comparison of 12 no-code app builders by the one thing that determines lock-in: source-code export. Plus what each output type is and whether the free plan is real.
Open-Source & Self-Hostable Alternatives to Popular SaaS — 2026
A sourced map of the genuinely open-source and self-hostable tools across software categories in 2026 — VPNs, password managers, scheduling, no-code, LMS, cloud storage — for buyers who want to avoid lock-in.
SaaS & Software Key Stats for 2026 — Press & Citation Page
The most citable, sourced statistics from ToolsRanks's 2026 software studies, in one place — for journalists, bloggers and researchers. Each stat links to its full study and verification note.
When Privacy Marketing Was Tested: Real-World Proof & Failures — 2026
A sourced record of when VPN and security companies' privacy claims were actually tested by real events — court cases, subpoenas, data handovers and regulatory actions — not just audits. 2026.
Project Management Free Plans: What Each Really Limits — 2026
A sourced look at the real caps behind 12 project management tools' free plans in 2026 — user limits, project/board caps, automation runs — plus per-seat vs flat pricing and tools that shut down.
Review Management Software: From $0 Flat to $15k/yr — 2026
A sourced comparison of 14 review and reputation platforms in 2026 by real cost, pricing transparency, Shopify lock-in and add-on fees — from Judge.me's flat $15/mo to Bazaarvoice's $6,500-15,000/yr.
The State of SaaS Affiliate Programs — 2026
A sourced map of verified SaaS and hosting affiliate commission structures in 2026: lifetime recurring, high-ticket MRR multiples, and one-time bounties. Rates as published by each program.
The SaaS AI Pricing Squeeze: How Tools Started Charging Extra for AI — 2026
A sourced look at how SaaS tools moved AI behind credits, higher tiers and usage-based billing in 2026 — Notion, GitHub Copilot, monday, ClickUp, Close, Zoho and more. The 'AI tax' on software you already pay for.
SaaS Compliance Certifications Map: SOC 2, ISO 27001, HIPAA, FedRAMP — 2026
A sourced cross-category map of which SaaS tools hold which compliance certifications in 2026 — SOC 2, ISO 27001, HIPAA, FedRAMP, PCI DSS, FIPS 140-2, 21 CFR Part 11 — for security and procurement reviews.
Where Your SaaS Data Lives: Jurisdiction & Data Residency Map — 2026
A sourced map of where popular SaaS tools are based and store data in 2026 — relevant for GDPR, the 5/9/14 Eyes alliances and data-residency requirements. VPNs, cloud storage, password managers, HR and email.
The 2026 SaaS Hidden-Cost Playbook: 8 Patterns Every Buyer Should Check
Eight recurring hidden-cost patterns in SaaS pricing, synthesized from sourced 2026 studies across hosting, VPN, CRM, email, courses and more — with a checklist to spot them before you buy.
Who Owns Your Software? SaaS Consolidation & Ownership Map — 2026
A sourced map of who really owns the software you use in 2026 — recent acquisitions, conglomerate groupings, rebrands and shutdowns across VPNs, antivirus, hosting, HR, fintech and more.
SaaS Price Hikes & Free-Tier Cuts: The 2025–2026 Tracker
A sourced tracker of the software tools that raised prices or cut their free plans in 2025-2026 — Mailchimp, Asana, Teachable, QuickBooks, Kit and more — with dates and what changed.
How Long Can You Get Your Money Back? SaaS Refund & Money-Back Windows — 2026
A sourced look at refund and money-back guarantee windows across SaaS and hosting in 2026 — from DreamHost's 97 days to GoDaddy's reduced 7 — plus the shift to trial-only with no free plan.
SEO Tools: How Keyword & Rank-Tracking Limits Really Work — 2026
A sourced look at how 14 SEO tools actually meter you in 2026: keyword caps, daily vs monthly limits, the keywords-times-engines multiplier, and the genuinely free or lifetime options.
Social Media Schedulers: Hidden Add-On Costs & Real Network Support — 2026
A sourced comparison of 14 social media schedulers by entry price, what their free plan really allows, and the add-ons that inflate the bill (X as a paid add-on, white-label fees, paid listening).
Stock Media Licensing: Indemnification, Attribution & Expiration Traps — 2026
A sourced guide to the license fine print behind 14 stock media libraries in 2026: indemnification amounts, free-tier attribution requirements, license expiration, print-copy caps, and who reserves perpetual rights for enterprise.
Uptime SLAs Decoded: Advertised vs Measured, and What "Nines" Really Cost — 2026
A sourced look at hosting and UCaaS uptime in 2026 — advertised SLA vs independently measured uptime — plus what 99.9% vs 99.99% vs 99.999% actually means in downtime per year.
The State of VPN No-Log Audits — 2026
A sourced comparison of which major VPNs have had their no-logs claims independently audited, by whom and when, plus jurisdiction and RAM-only server data. 12 VPNs, 2026.