{"slug":"togal-ai","name":"Togal.AI","domain":null,"verdict":"As of 2026-07-25, ChatGPT, Claude, Gemini, Grok collectively rank Togal.AI #5 of 9 for construction takeoff software for general contractors. Source: https://modelsagree.com/product/togal-ai (modelsagree.com, CC BY 4.0).","best_rank":5,"categories":1,"brief":{"category":"best-construction-takeoff-software-for-general-contractors","title":"Best construction takeoff software for general contractors","rank":5,"of":9,"top":null,"day":"2026-07-25","why":[{"t":"AI-automated takeoffs in seconds","m":["Gemini","Claude"],"q":"auto-detects and measures spaces, walls, and areas from PDFs in seconds"},{"t":"Cuts manual takeoff time","m":["Gemini","Claude"],"q":"dramatically reducing raw takeoff time for high-volume commercial bidding"}],"gap":[],"fix":[{"t":"Estimator verification still required","m":["Claude","Gemini"],"q":"AI results still need estimator verification"},{"t":"Narrower than full trade scope","m":["Claude"],"q":"coverage is strongest on architectural/space takeoff rather than full trade scope"},{"t":"High pricing tier","m":["Gemini"],"q":"High pricing tier"}]},"entries":[{"slug":"best-construction-takeoff-software-for-general-contractors","title":"Best construction takeoff software for general contractors","rank":5,"of":9,"score":4,"appearances":2,"modelRanks":{"Claude":5,"Gemini":3},"reason":"Purpose-built AI takeoff engine that automatically detects, measures, and classifies room polygons and architectural elements in seconds, dramatically reducing raw takeoff time for high-volume commercial bidding. Assumes the GC handles high plan volumes where initial measurement speed is the primary bottleneck.","reasons":[{"model":"Gemini","reason":"Purpose-built AI takeoff engine that automatically detects, measures, and classifies room polygons and architectural elements in seconds, dramatically reducing raw takeoff time for high-volume commercial bidding. Assumes the GC handles high plan volumes where initial measurement speed is the primary bottleneck."},{"model":"Claude","reason":"Leading the AI-automation wave — auto-detects and measures spaces, walls, and areas from PDFs in seconds, drastically cutting manual counting on repetitive commercial plans; genuinely useful accelerator layered onto conventional takeoff."}],"fixes":[{"model":"Claude","fix":"Newer and narrower — AI results still need estimator verification, coverage is strongest on architectural/space takeoff rather than full trade scope, and it's not yet a complete standalone estimating system."},{"model":"Gemini","fix":"High pricing tier and mandatory requirement for estimator verification/manual override on non-standard plan details or poor-quality vector files."}],"updated":"2026-07-25","api":"https://modelsagree.com/api/v1/best/best-construction-takeoff-software-for-general-contractors.json"}],"page":"https://modelsagree.com/product/togal-ai","check":"https://modelsagree.com/check?q=Togal.AI","updated":"2026-07-26T00:40:13.573Z","attribution":"modelsagree.com, CC BY 4.0"}