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.
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.