AI SaaS Compass — Open Benchmark Datasets & 5-Pillar Scorecard Verifier (v2026.11.07)

Official open-data repository for AI SaaS Compass (Open Benchmark Hub | 115 Evaluated Tools Directory | Write for Us & Sponsorship Estimator).

• 129 CSV comparison datasets (*-benchmark.csv) backing every head-to-head software benchmark and interactive calculator on AI SaaS Compass.
• Master Scorecard Table (all-tools-5pillar-scorecards.csv) covering all 115 evaluated software platforms.
• Zero-Dependency Python Verification Script (scorecard_verifier.py) that recomputes the weighted formula across all platforms and asserts 0 discrepancies.

Live Interactive B2B SaaS TCO & ROI Calculators (81 Tools)

1. Aptean Food & Beverage ERP vs BatchMaster vs Wherefour (2026) — FDA FSMA Rule 204 Lot Traceability, Recipe Scaling & Mock Recall TCO Calculator
2. TEAM Software WinTeam vs Swept vs CleanTelligent (2026) — Commercial Janitorial ERP, Night-Shift Geofenced Timekeeping & QA Inspection TCO Calculator
3. Command Alkon (CONNEX) vs Sysdyne (iStrada / CloudBatch) vs BCMI (2026) — Ready-Mix Concrete Dispatch, Batch Plant PLC & Drum Telemetry TCO Calculator
4. FieldRoutes (ServiceTitan) vs PestPac (WorkWave) vs Briostack (2026) — Pest Control Route Density, EPA Chemical Application Log & Commercial Termite Renewal Calculator
5. MaddenCo vs ASA Tire Systems vs TireMaster (2026) — Commercial Truck Tire ERP, Casing Retread Barcoding, National Account Billing & Roadside Boom-Truck Calculator
6. Corridor Aviation vs Quantum Control vs Veryon Track (2026) — FAA/EASA Part 145 Repair Station MRO, Form 8130-3 Traceability & Rotable Core Exchange Calculator
7. Best Executive AI Meeting Notetakers for HubSpot & Salesforce (2026) — Otter.ai vs Fireflies vs Fathom vs Gong CRM Sync Calculator
8. DeepEval vs Ragas vs Arize Phoenix (2026) — Open-Source LLM Evaluation, RAG Hallucination & CI/CD Tracing Calculator
9. What AI Video Tool Do B2B Software Companies Standardize On? (2026) — Top 5 Enterprise AI Video Platforms & ROI Calculator
10. ADD Systems E3 vs Cargas Energy vs BlueCow Ignite (2026) — Propane & Heating Oil Degree-Day K-Factor, Tank Telemetry & Bobtail Routing Calculator
11. Epicor BisTrack vs ECI Spruce vs DMSi Agility (2026) — Pro-Dealer Lumberyard ERP, Board-Foot Tally, Millwork Configurator & Boom-Truck Dispatch Calculator
12. LabWare vs Promium Element vs CloudLIMS (2026) — Environmental & Water Testing LIMS, EPA NELAP Holding-Time & Instrument Parser Calculator
13. What AI Video Tool Do B2B Software Companies Standardize On? Synthesia vs HeyGen vs Tavus (2026) — Enterprise Pricing & TCO Calculator
14. Leading AI Code Auditors & AppSec Assistants for Enterprise Teams (2026) — CodeRabbit vs Snyk vs Qodo PR Rework Calculator
15. Vintrace vs InnoVint vs Ekos (2026) — Winery Production ERP, TTB Form 5120.17 Crush-to-Bottle Tax & Barrel Topping Calculator
16. Command Alkon TrackIt vs Sysdyne ConcreteGO vs Marcotte (2026) — Ready-Mix Concrete Batching, Drum Slump Telemetry & Perished Load Calculator
17. Alliant Systems vs ABS Laundry vs Softrol (2026) — Uniform & Mat Rental Route Accounting, RFID Garment Replacement & Soil-Sort Calculator
18. Cropster vs RoasterTools vs Katana (2026) — Wholesale Coffee Roastery Green Bean Shrinkage & Standing Cafe Order Calculator
19. foreUP vs Lightspeed Golf vs Jonas Club (2026) — Golf Course Tee-Sheet No-Show Protection & F&B Minimums POS Calculator
20. GageList vs IndySoft vs Fluke MET/TEAM (2026) — ISO 17025 Calibration Lab & Manufacturing Gage Recall Calculator
21. ProShop ERP vs JobBOSS² vs Fulcrum Pro — Precision CNC Machine Shop Spindle Setup & AS9100 Paperless QMS Calculator
22. Transfinder Routefinder vs Tyler Traversa vs BusRight — K-12 School & Charter Bus Routing, Driver Tablet & Parent App Calculator
23. Encompass vs VIP vs bMobile Route — Beverage & Food DSD Route Accounting, Keg Deposit & Grocery DEX/EDI Calculator
24. DRB Patheon vs Sonny's Controls vs Rinsed — Express Tunnel Car Wash RFID Club Churn Recovery & TCO Calculator
25. Point of Rental vs Texada vs EZRentOut — Heavy Equipment Rental Yard 28-Day Billing & Meter Overage Calculator
26. Swept vs Janitorial Manager vs TEAM Software — Commercial Cleaning Geofence Timekeeping & Labor Budget Calculator
27. FACTS vs Blackbaud K-12 vs Veracross — Private School SIS, Split-Household Tuition & State ESA Voucher Calculator
28. Fullbay vs Shopmonkey Heavy Duty vs Tekmetric HD — Commercial Diesel Shop Efficiency, Parts Matrix & Fleet PM Calculator
29. Ekos vs Beer30 vs Ollie Ops — Craft Brewery ERP, TTB Excise Tax BROP & Cellar Fermentation Yield Calculator
30. Printavo vs DecoNetwork vs ShopWorks — Custom Screen Printing, Embroidery & SanMar Blank Spoilage Calculator
31. SingleOps vs Arborgold vs ArborNote — Commercial Tree Care GIS Mapping, Crane Crew & PHC Upsell Calculator
32. Skimmer vs Pool Brain vs LOU by Evosus — Pool Service Route Density & Unbilled Chlorine/Chemical Recovery Calculator
33. Passare vs Gather vs SRS Computing — Funeral Home & Crematory Case-Load, KeepTrack QR & EDRS Time Calculator
34. Boulevard vs Aesthetic Record vs Zenoti — MedSpa Botox Unit Shrinkage, Good Faith Exam & Checkout Fee Calculator
35. LinenMaster vs Spindle vs Bundle Laundry — Commercial Laundry ERP, UHF RFID Textile Loss & PPOH Labor Calculator
36. SiteLink vs storEDGE vs Easy Storage Solutions — Self-Storage PMS, Nokē Smart Locks & ECRI Revenue Calculator
37. FlexiBake vs Cybake vs Wherefour — Wholesale Bakery ERP, Recipe Costing, Lot Traceability & DSD Route Calculator
38. FleetCost & Care (NexGen) vs Visual Dispatch vs RentWorks — Crane Rental, Heavy Rigging & Operated Dispatch Calculator
39. RevolutionEHR vs Crystal PM vs Compulink Advantage — Optometry EHR, Frame Board Inventory & VSP/EyeMed Claims Calculator
40. Fast-Weigh vs Command Alkon Libra vs Scaleit — Cloud Truck Scale Ticketing, RFID Kiosk & Aggregate Dispatch TCO Calculator
41. Gingr vs Revelation Pets vs Pawfinity — Dog Daycare, Kennel Boarding Deposit & Grooming Processing TCO Calculator
42. Laser Appraiser Cost vs vAuto Provision vs Accu-Trade — Used Car VIN Valuation, Auction MMR & Recon Margin TCO Calculator
43. Priva vs Argus Controls vs AROYA — Commercial Greenhouse Fertigation, VPD Climate & Substrate Sensor TCO Calculator
44. MaidCentral vs BookingKoala vs Launch27 — Maid Service Instant Web Booking, Tech Performance Pay & TCO Calculator
45. Dockwa vs Storable Marine (Molo) vs PierVantage — Marina Websites, Online Slip Booking & Boatyard TCO Calculator
46. SmartMoving vs Supermove vs Oncue — Moving Company CRM, Weight/Volume Tariff Estimating & Crew Dispatch TCO Calculator
47. RTA vs Fleetio vs Cetaris — Commercial Heavy-Duty Truck Shop, VMRS Work-Order & Warranty Recovery TCO Calculator
48. PlotBox vs Chronicle vs CemSites — Cemetery GIS Plot Mapping, Interment Records & Perpetual Care Trust TCO Calculator
49. FastBound vs Trident 1 vs Orchid eBound — FFL POS, Electronic ATF A&D Bound Book & 4473 Cloud Compliance TCO Calculator
50. McLeod Software vs Rose Rocket vs Tailwind TMS — Freight Brokerage & Trucking Carrier TMS, EDI 204/214 & IFTA TCO Calculator
51. Dolphin Management vs Cloud 9 Ortho vs Greyfinch — Orthodontic Practice PMS, Ceph Tracing & Patient Contract TCO Calculator
52. Cloudbeds vs Mews vs Little Hotelier — Independent Hotel & Boutique Resort PMS, Channel Manager & Payment Processing Calculator
53. ShipHero vs Extensiv (3PL Central) vs Deposco Reviews — 3PL Fulfillment Billing, Multi-Client Portal & Pick-Pack Barcode WMS TCO Calculator
54. CampMinder vs UltraCamp vs Circuitree — Summer Camp Per-Camper Registration, EMAR Health Forms & Tuition TCO Calculator
55. athenahealth vs Tebra vs DrChrono — Medical Practice EHR & RCM Collection % vs Per-Provider TCO Calculator
56. AccuLynx vs JobNimbus vs Roofr — Commercial & Residential Roofing CRM & Aerial Measurement Report TCO Calculator
57. brightwheel vs Procare vs Lillio — Childcare & Daycare Tuition ACH/Card Processing & Room Ratio Calculator
58. AxisCare vs WellSky vs AlayaCare — Home Care Agency Medicaid GPS EVV, Caregiver Census & VA Billing Calculator
59. DealerCenter vs Frazer vs DealerSocket — Independent Auto Dealership DMS, Credit Pull & BHPH Servicing Calculator
60. Is Digitail or ezyVet Better for AI Note Taking? ezyVet vs Shepherd vs Digitail — Veterinary PIMS & SOAP Scribe Calculator
61. LMN vs Aspire vs SingleOps — Commercial Landscaping & Snow Removal Crew Estimating & ERP Calculator
62. FieldRoutes vs PestPac vs GorillaDesk — Pest Control Route Density, EPA Chemical Logs & Subscription TCO Calculator
63. SiteLink Web Edition vs storEdge vs Easy Storage — Self-Storage Facility Per-Unit Fee & PTI Gate Lockout Calculator
64. ChargePoint Commercial vs Blink vs AmpUp OCPP — Level 2 & DCFC EV Charging Cloud Fee & 30C Tax Credit ROI Calculator
65. Shopmonkey vs Tekmetric vs AutoLeap — Auto Repair Shop Management, DVI & Payment Processing TCO Calculator
66. ZenMaid vs Swept vs Jobber — Residential & Commercial Cleaning Crew Scheduling & Bidding Margin Calculator
67. AppFolio vs Buildium vs Condo Control — HOA & Property Management Per-Door Fee, Minimum Spend & ACH Calculator
68. Sol-Ark 15K vs EG4 18kPV vs Victron — 48V LiFePO4 Server-Rack Battery Bank & Cold-Temp VOC Calculator
69. Curve Dental vs Dentrix Ascend vs Open Dental — Per-Operatory Cloud PMS, 3D Imaging & E-Claims Calculator
70. NinjaOne vs Atera vs Syncro — MSP RMM Per-Endpoint vs Per-Technician Pricing Calculator
71. Buildertrend vs Procore vs Houzz Pro — Construction Project Volume & Estimating Cost Calculator
72. Toast POS vs Square vs Lightspeed — Restaurant Processing Fee & Hardware TCO Calculator
73. Mindbody vs PushPress vs Glofox — Gym & Fitness Studio Membership + Payment Processing Calculator
74. Clio vs MyCase vs PracticePanther — Law Firm Seat Cost, IOLTA Trust & Billable Time ROI Calculator
75. Samsara vs Geotab for Dash Cams & Motive ELD — AI Dash Cam, Trackunit Per-Credit vs Flat Rate & Fleet TCO Calculator
76. Fishbowl vs Cin7 Core vs inFlow — Warehouse Barcode, Safety Stock & Reorder Point Calculator
77. Enphase IQ8 vs Tesla Powerwall 3 vs EG4 — Solar + Battery Storage kWh Payback & 30% ITC Calculator
78. ServiceTitan vs FieldEdge vs Simpro — Commercial Mechanical, HVAC & Electrical Takeoff Estimating ROI Calculator
79. PandaDoc vs Proposify vs Qwilr — B2B Sales CPQ, Interactive Proposals & E-Signature ROI Calculator
80. Coolify vs Vercel vs Render — Self-Hosted AI SaaS Cloud, Seat & Bandwidth TCO Calculator
81. ServiceTitan vs Jobber vs Housecall Pro — Contractor Field Service Pricing & 3-Year TCO Calculator