Groundwork Takeoff vs Togal.AI · July 2026

AI takeoff shouldn't cost
AI-startup prices.

Togal's one-click detection is genuinely impressive on clean commercial sets, and big GCs use it. It's also $3,588 per user per year, billed yearly only, browser-only, with no offline mode and no estimating layer underneath the AI. Here's the honest side-by-side.

TL;DR: Choose Togal.AI if your work is high-volume area/space takeoff on clean commercial drawing sets and one-click AI detection is the whole job. Choose Groundwork Takeoff if you want AI Detect, AI measure suggest, and AI redact included on a $950/yr seat — with a human-review workflow, six measurement modes, assemblies, and a live estimate grid underneath, in native apps that work offline. That's $2,638 per seat, per year saved.
July 2026Groundwork TakeoffTogal.AI Growth
Price
Annual, per seat$950 — everything included, AI too~$3,588/user/yr ($299/user/mo, billed yearly only)
Monthly billing✓ $95/mo✗ Yearly billing only
Perpetual license✓ $2,500 + optional $295/yr maintenance✗ Subscription only; Business tier is custom quote (4+ users)
Crew discounts✓ 3+ seats −15%, 5+ −25%✗ Not published
Free trial✓ 14 days, no credit card7 days, availability varies by region/experiment
Platforms
Windows native✓ Native app (Tauri)✗ Browser only
Mac native✓ Native appBrowser only — works, but not native
iPad✓ Home-screen appBrowser only
Works offline✓ Offline-first, 14-day grace✗ No offline; occasional lag/downtime reported on large files
Takeoff & estimating
AI detection✓ AI Detect + AI measure suggest, human-review workflow✓ "Togal Button" one-click detection — impressive on clean sets
Measurement modes✓ Linear, Perimeter, Area, Volume, Count, DimensionAreas, linear, counts; reviewers report real concrete/structural takeoffs (volumes, rebar) aren't feasible
Assemblies (material + labor)✓ Library + Assembly Builder + materials catalog✗ Exports quantities to Excel/estimating tools instead
Built-in estimate grid✓ Live grid + formula evaluator✗ No estimating layer
Civil / sitework✓ Volume mode, smart scale, dimension chainsDocumented weak spot
Collaboration & extras
Real-time multi-user✓ CRDT co-editing included✓ Cloud sharing
GPT plan chat✓ Togal.CHAT — genuinely useful
Plan compare / overlay✓ Live-canvas diff + blend, auto-alignAI image/symbol search is the strength instead
Markup depth (clouds, stamps, tool chest)✓ + revision log, legends, signaturesTakeoff-focused
PDF tools (compress, PDF/A, Office-to-PDF, OCR)✓ Included

Togal.AI pricing from togal.ai/pricing (fetched July 2026): Growth $299/user/mo billed yearly; Business custom quote at 4+ users. Accuracy and scope limitations from an independent review at bidicontracting.com (2026) and Trustpilot reviews (trustpilot.com/review/www.togal.ai). Time-savings figure from the University of Kansas study cited on togal.ai — a single novice user on one drawing set. G2 rating 4.8/5 across 53 reviews with zero low ratings, a spread one independent reviewer noted as unusually clean.

What estimators tell us
after the AI demo wears off.

"On clean residential floors the AI nailed maybe 85%. On the retail podium level it was closer to 60% — and every miss is something you have to catch, redraw, and re-check."— Accuracy figures from an independent bidicontracting.com review: ~85% on residential floors, ~60% on a retail podium level, with over-capture requiring rework. Groundwork's AI suggestions are built for human review before they touch your numbers.
"We do concrete. Volumes, rebar, structural — the AI can't take that off. We were paying thousands a year for what amounted to area and linear measurements and counts."— A Trustpilot reviewer reported real concrete/structural takeoffs weren't feasible and called roughly $2,700/yr "exorbitant" for basic area/linear takeoffs and counts. Groundwork ships a true Volume mode, dimension chains, and formula-driven quantities on every seat.
"The measurements come out fine. Then what? No assemblies, no labor, no pricing — everything exports to Excel and the estimate happens somewhere else."— Togal has no assemblies or estimating layer; it exports quantities to Excel or estimating tools. Groundwork prices the takeoff in the same window: assemblies, materials catalog, live estimate grid.
When Togal.AI wins

We'll say it plainly.

On clean commercial drawing sets, Togal's one-click detection is genuinely impressive — spaces and walls detected to AIA standards, with a claimed accuracy of up to 98% on its best inputs. It has something rare in this market: a peer-reviewed University of Kansas time-savings study (single user, one drawing set — but real). Togal.CHAT is a legitimately useful GPT plan chat, and GCs like Coastal, DPR, and Clark lend it real credibility.

But a measuring tool is not an estimate. If you need the AI plus volumes, assemblies, labor, pricing, offline work, and native apps — and you'd rather pay $950 than $3,588 for the privilege — that's the tool we built.

Groundwork Takeoff estimating ribbon

AI on every seat.
Estimate under every measurement.

Import your plan sets and let AI Detect take the first pass — you review, it learns. 14 days free, no credit card.