Togal.AI and STACK both speed up construction takeoff, but Togal.AI is an AI-first measurement specialist while STACK is a broader, mature takeoff-and-estimating platform with a deep assembly library and lighter AI automation.
Togal.AI automatically measures spaces, walls, and areas from drawings with minimal manual input — AI-first takeoff. STACK spans a wider workflow (takeoff plus estimating and a deep assembly library) but, per our review, its AI automation is less advanced than AI-first tools. Best for deepest takeoff automation: Togal.AI. Best for a complete takeoff-to-bid workflow: STACK.
| Editorial rating | 4.4/5 | 4.3/5 |
| Pricing | From $299/user/month | From $2,599/year |
| Free tier | No | Yes |
| Best for | General contractors and estimators producing multiple bids per week where takeoff is a bottleneck | General contractors managing multiple concurrent bids who need a shared estimating platform |
| Key strength | AI performs quantity takeoffs from PDF drawings in a fraction of manual measurement time | Cloud-based platform enables real-time collaboration on takeoffs and estimates across teams |
| Review | Detail Review → | Detail Review → |
Facts pulled from our independent Togal.AI and STACKreviews. Always verify current pricing on each vendor's website.
Togal.AI focuses on automating the measurement itself, detecting and quantifying elements from plans to cut manual takeoff time. STACK spans takeoff plus estimating, a reusable assembly library, and bid organization; our review notes its AI automation trails AI-first tools. If your priority is squeezing manual work out of takeoff, Togal is the specialist; if you want takeoff, estimating, and assemblies in one place, STACK is broader.
Edge: Too close to call
Togal.AI is premium and typically sold through a demo/sales process. STACK, per our review, positions itself as more accessible and affordable than heavy enterprise systems, though still a barrier for very small subcontractors. Both assume regular bidding volume to justify the cost.
Edge: STACK
Togal.AI's automation reduces hands-on measurement but is onboarded with guided setup reflecting its enterprise positioning. STACK is quick to start for basic takeoff, with a steeper curve for advanced assemblies. Both expect some ramp-up for full value.
Edge: Too close to call
Togal.AI fits estimating teams whose main bottleneck is takeoff speed and who want maximum measurement automation. STACK fits teams that want takeoff plus estimating and a deep assembly library in one proven platform.
Edge: Too close to call
Togal.AI review
Togal.AI is best suited for general contractors, estimators, and construction companies who need to dramatically reduce the time spent on manual quantity takeoffs from construction drawings — using AI to automate the measurement and counting work that underpins cost estimates.
STACK review
STACK is best suited for contractors, subcontractors, and estimating teams who need a fast, cloud-based takeoff and estimating platform to measure quantities from digital drawings, build cost estimates, and manage bid packages — all in a single shareable workspace.
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Kreo vs Togal.AI comparison
Both automate construction quantity takeoff with AI — Kreo goes wider with 3D BIM and integrated cost databases, while Togal.AI is the more focused, faster 2D PDF takeoff tool.
Kreo vs STACK comparison
Kreo and STACK are both cloud takeoff-and-estimating platforms: STACK is the mature, widely-adopted standard with a deep assembly library and a free entry tier, while Kreo is the newer AI-native tool with stronger takeoff automation, with its AI features on a higher per-user tier.
Independent editorial comparison — not a paid placement.