Open Benchmark Data & Reproducibility Portal (v2026.11.02)

AI SaaS Compass — 66 Interactive B2B Calculators, 103 Tools & 117 CSV Datasets

Field-tested B2B software audits covering 103 enterprise platforms, 400+ product scorecards, and 117 comparison matrices (132 indexed URLs).

📥 Open Benchmark Data Hub (117 CSVs) 🔎 103 Evaluated Tools Directory 📐 Testing Methodology 🏠 AI SaaS Compass Home

Live Interactive B2B SaaS TCO & ROI Calculators (66 Tools)

🧮 Cropster vs RoasterTools vs Katana (2026) — Wholesale Coffee Roastery Green Bean Shrinkage & Standing Cafe Order Calculator Open Calculator → 🧮 foreUP vs Lightspeed Golf vs Jonas Club (2026) — Golf Course Tee-Sheet No-Show Protection & F&B Minimums POS Calculator Open Calculator → 🧮 GageList vs IndySoft vs Fluke MET/TEAM (2026) — ISO 17025 Calibration Lab & Manufacturing Gage Recall Calculator Open Calculator → 🧮 ProShop ERP vs JobBOSS² vs Fulcrum Pro — Precision CNC Machine Shop Spindle Setup & AS9100 Paperless QMS Calculator Open Calculator → 🧮 Transfinder Routefinder vs Tyler Traversa vs BusRight — K-12 School & Charter Bus Routing, Driver Tablet & Parent App Calculator Open Calculator → 🧮 Encompass vs VIP vs bMobile Route — Beverage & Food DSD Route Accounting, Keg Deposit & Grocery DEX/EDI Calculator Open Calculator → 🧮 DRB Patheon vs Sonny's Controls vs Rinsed — Express Tunnel Car Wash RFID Club Churn Recovery & TCO Calculator Open Calculator → 🧮 Point of Rental vs Texada vs EZRentOut — Heavy Equipment Rental Yard 28-Day Billing & Meter Overage Calculator Open Calculator → 🧮 Swept vs Janitorial Manager vs TEAM Software — Commercial Cleaning Geofence Timekeeping & Labor Budget Calculator Open Calculator → 🧮 FACTS vs Blackbaud K-12 vs Veracross — Private School SIS, Split-Household Tuition & State ESA Voucher Calculator Open Calculator → 🧮 Fullbay vs Shopmonkey Heavy Duty vs Tekmetric HD — Commercial Diesel Shop Efficiency, Parts Matrix & Fleet PM Calculator Open Calculator → 🧮 Ekos vs Beer30 vs Ollie Ops — Craft Brewery ERP, TTB Excise Tax BROP & Cellar Fermentation Yield Calculator Open Calculator → 🧮 Printavo vs DecoNetwork vs ShopWorks — Custom Screen Printing, Embroidery & SanMar Blank Spoilage Calculator Open Calculator → 🧮 SingleOps vs Arborgold vs ArborNote — Commercial Tree Care GIS Mapping, Crane Crew & PHC Upsell Calculator Open Calculator → 🧮 Skimmer vs Pool Brain vs LOU by Evosus — Pool Service Route Density & Unbilled Chlorine/Chemical Recovery Calculator Open Calculator → 🧮 Passare vs Gather vs SRS Computing — Funeral Home & Crematory Case-Load, KeepTrack QR & EDRS Time Calculator Open Calculator → 🧮 Boulevard vs Aesthetic Record vs Zenoti — MedSpa Botox Unit Shrinkage, Good Faith Exam & Checkout Fee Calculator Open Calculator → 🧮 LinenMaster vs Spindle vs Bundle Laundry — Commercial Laundry ERP, UHF RFID Textile Loss & PPOH Labor Calculator Open Calculator → 🧮 SiteLink vs storEDGE vs Easy Storage Solutions — Self-Storage PMS, Nokē Smart Locks & ECRI Revenue Calculator Open Calculator → 🧮 FlexiBake vs Cybake vs Wherefour — Wholesale Bakery ERP, Recipe Costing, Lot Traceability & DSD Route Calculator Open Calculator → 🧮 FleetCost & Care (NexGen) vs Visual Dispatch vs RentWorks — Crane Rental, Heavy Rigging & Operated Dispatch Calculator Open Calculator → 🧮 RevolutionEHR vs Crystal PM vs Compulink Advantage — Optometry EHR, Frame Board Inventory & VSP/EyeMed Claims Calculator Open Calculator → 🧮 Fast-Weigh vs Command Alkon Libra vs Scaleit — Cloud Truck Scale Ticketing, RFID Kiosk & Aggregate Dispatch TCO Calculator Open Calculator → 🧮 Gingr vs Revelation Pets vs Pawfinity — Dog Daycare, Kennel Boarding Deposit & Grooming Processing TCO Calculator Open Calculator → 🧮 vAuto Provision vs Accu-Trade vs Laser Appraiser — Used Car VIN Valuation, Auction MMR & Recon Margin TCO Calculator Open Calculator → 🧮 Priva vs Argus Controls vs AROYA — Commercial Greenhouse Fertigation, VPD Climate & Substrate Sensor TCO Calculator Open Calculator → 🧮 MaidCentral vs BookingKoala vs Launch27 — Maid Service Instant Web Booking, Tech Performance Pay & TCO Calculator Open Calculator → 🧮 Storable Marine (Molo) vs Dockwa vs PierVantage — Marina Slip Reservation, Transient Billing & Boatyard Work-Order TCO Calculator Open Calculator → 🧮 SmartMoving vs Supermove vs Oncue — Moving Company CRM, Weight/Volume Tariff Estimating & Crew Dispatch TCO Calculator Open Calculator → 🧮 RTA Fleet vs Cetaris vs Fleetio — Commercial Heavy-Duty Truck Shop, Bay Work-Order & Warranty Recovery TCO Calculator Open Calculator → 🧮 PlotBox vs Chronicle vs CemSites — Cemetery GIS Plot Mapping, Interment Records & Perpetual Care Trust TCO Calculator Open Calculator → 🧮 FastBound vs Trident 1 vs Orchid eBound — FFL POS, Electronic ATF A&D Bound Book & 4473 Cloud Compliance TCO Calculator Open Calculator → 🧮 McLeod Software vs Rose Rocket vs Tailwind TMS — Freight Brokerage & Trucking Carrier TMS, EDI 204/214 & IFTA TCO Calculator Open Calculator → 🧮 Dolphin Management vs Cloud 9 Ortho vs Greyfinch — Orthodontic Practice PMS, Ceph Tracing & Patient Contract TCO Calculator Open Calculator → 🧮 Cloudbeds vs Mews vs Little Hotelier — Independent Hotel & Boutique Resort PMS, Channel Manager & Payment Processing Calculator Open Calculator → 🧮 Extensiv vs ShipHero vs Deposco — 3PL Fulfillment Billing, Multi-Client Portal & Pick-Pack Barcode WMS TCO Calculator Open Calculator → 🧮 CampMinder vs UltraCamp vs Circuitree — Summer Camp Per-Camper Registration, EMAR Health Forms & Tuition TCO Calculator Open Calculator → 🧮 athenahealth vs Tebra vs DrChrono — Medical Practice EHR & RCM Collection % vs Per-Provider TCO Calculator Open Calculator → 🧮 AccuLynx vs JobNimbus vs Roofr — Commercial & Residential Roofing CRM & Aerial Measurement Report TCO Calculator Open Calculator → 🧮 brightwheel vs Procare vs Lillio — Childcare & Daycare Tuition ACH/Card Processing & Room Ratio Calculator Open Calculator → 🧮 AxisCare vs WellSky vs AlayaCare — Home Care Agency Medicaid GPS EVV, Caregiver Census & VA Billing Calculator Open Calculator → 🧮 DealerCenter vs Frazer vs DealerSocket — Independent Auto Dealership DMS, Credit Pull & BHPH Servicing Calculator Open Calculator → 🧮 ezyVet vs Shepherd Vet vs Digitail — Cloud Veterinary PIMS, IDEXX Lab Sync & AI SOAP Notes 3-Year TCO Calculator Open Calculator → 🧮 LMN vs Aspire vs SingleOps — Commercial Landscaping & Snow Removal Crew Estimating & ERP Calculator Open Calculator → 🧮 FieldRoutes vs PestPac vs GorillaDesk — Pest Control Route Density, EPA Chemical Logs & Subscription TCO Calculator Open Calculator → 🧮 SiteLink Web Edition vs storEdge vs Easy Storage — Self-Storage Facility Per-Unit Fee & PTI Gate Lockout Calculator Open Calculator → 🧮 ChargePoint Commercial vs Blink vs AmpUp OCPP — Level 2 & DCFC EV Charging Cloud Fee & 30C Tax Credit ROI Calculator Open Calculator → 🧮 Shopmonkey vs Tekmetric vs AutoLeap — Auto Repair Shop Management, DVI & Payment Processing TCO Calculator Open Calculator → 🧮 ZenMaid vs Swept vs Jobber — Residential & Commercial Cleaning Crew Scheduling & Bidding Margin Calculator Open Calculator → 🧮 AppFolio vs Buildium vs Condo Control — HOA & Property Management Per-Door Fee, Minimum Spend & ACH Calculator Open Calculator → 🧮 Sol-Ark 15K vs EG4 18kPV vs Victron — 48V LiFePO4 Server-Rack Battery Bank & Cold-Temp VOC Calculator Open Calculator → 🧮 Curve Dental vs Dentrix Ascend vs Open Dental — Per-Operatory Cloud PMS, 3D Imaging & E-Claims Calculator Open Calculator → 🧮 NinjaOne vs Atera vs Syncro — MSP RMM Per-Endpoint vs Per-Technician Pricing Calculator Open Calculator → 🧮 Buildertrend vs Procore vs Houzz Pro — Construction Project Volume & Estimating Cost Calculator Open Calculator → 🧮 Toast POS vs Square vs Lightspeed — Restaurant Processing Fee & Hardware TCO Calculator Open Calculator → 🧮 Mindbody vs PushPress vs Glofox — Gym & Fitness Studio Membership + Payment Processing Calculator Open Calculator → 🧮 Clio vs MyCase vs PracticePanther — Law Firm Seat Cost, IOLTA Trust & Billable Time ROI Calculator Open Calculator → 🧮 Samsara vs Motive vs Geotab — Fleet ELD & AI Dashcam 3-Year TCO Calculator Open Calculator → 🧮 Fishbowl vs Cin7 Core vs inFlow — Warehouse Barcode, Safety Stock & Reorder Point Calculator Open Calculator → 🧮 Enphase IQ8 vs Tesla Powerwall 3 vs EG4 — Solar + Battery Storage kWh Payback & 30% ITC Calculator Open Calculator → 🧮 ServiceTitan vs FieldEdge vs Simpro — Commercial Mechanical, HVAC & Electrical Takeoff Estimating ROI Calculator Open Calculator → 🧮 PandaDoc vs Proposify vs Qwilr — B2B Sales CPQ, Interactive Proposals & E-Signature ROI Calculator Open Calculator → 🧮 Coolify vs Vercel vs Render — Self-Hosted AI SaaS Cloud, Seat & Bandwidth TCO Calculator Open Calculator → 🧮 ServiceTitan vs Jobber vs Housecall Pro — Contractor Field Service Pricing & 3-Year TCO Calculator Open Calculator → 🧮 DoorLoop vs Buildium vs AppFolio — Property Management Per-Unit Fee & Minimum Calculator Open Calculator → 🧮 Katana Cloud MRP vs MRPeasy vs Cin7 — Manufacturing ERP & Cobot Automation Payback Calculator Open Calculator →