vs comparison
Nomic vs Togal.ai
Last reviewed: August 2026
Togal.ai's one-click Togal Button auto-detects, measures, and labels spaces for fast quantity takeoff — and Togal still wins that estimating job. Nomic reads the full document stack — code compliance, submittals, and cross-sheet conflicts — across ACC and common document stores. Both read drawings, but they answer very different questions.
Choose Nomic if…
Architecture, engineering, and construction administration teams that need drawing intelligence, code compliance checking, submittal review, and project-wide document search.
Choose Togal.ai if…
Estimators and preconstruction teams that need the fastest, most accurate quantity takeoff from PDF drawings, with a built-in AI assistant for plan questions.
Key tradeoff
Togal.ai wins on takeoff speed and estimating-first UX; Nomic wins on the full depth of what it can do with a drawing — understanding content, checking code, reviewing submittals, and answering questions across the entire document stack.
Feature comparison
How they compare
| Feature | Nomic | Togal.ai |
|---|---|---|
| AI drawing intelligence (understand content, not just measure) | Partial — Togal Button auto-detects and labels spaces for takeoff | |
| Quantity takeoff from PDFs | ||
| Building code compliance checking | 380+ codes and standards | |
| Submittal review automation | ||
| RFI drafting grounded in drawings | ||
| Project-wide document search | Across drawings, specs, submittals, RFI history | Within plan sets only |
| AI chat for plan questions | TogalGPT — focused on quantities and plan navigation | |
| Drawing version comparison | ||
| ACC / DMS connectors | ACC, ProjectWise, SharePoint, Egnyte, Fieldwire, Drive, Box, Dropbox | Excel export; limited direct integrations |
| Enterprise security | SOC 2 Type II, zero data retention, multi-region hosting (EU, AU, US, UK) | Business plan includes security compliance and SSO |
| Minimum team size | 25 seats (custom Enterprise pricing) | Growth from $299/user/mo yearly; Business custom (4+) |
| AEC training data | Trained on 100K+ AEC drawings | Trained on construction plan sets for takeoff tasks |
Where Nomic wins
- Full drawing intelligence — Nomic understands what a drawing means (code violations, cross-sheet conflicts, specification deviations), not just what it measures.
- Code compliance across 380+ codes — no other platform in this comparison checks drawings against IBC, ADA, NFPA, and jurisdiction-specific codes with cited findings.
- Construction administration workflows — submittal review, RFI drafting, deviation reporting. Togal.ai has no CA capability.
- Project-wide document search — search across drawings, specifications, submittals, and RFI history in one query. Togal.ai is plan-set-only.
- Deeper integrations — native sync with ACC, Bentley ProjectWise, SharePoint, Egnyte, Fieldwire, Google Drive, Box, and Dropbox. Togal.ai primarily exports to Excel.
Where Togal.ai wins
- Takeoff speed and accuracy — Togal.ai is purpose-built for quantity extraction and reports 5x faster takeoffs at 98% accuracy. Nomic is not a takeoff tool.
- Estimating-first UX — Auto Measure, Auto Count, AI Zone Mapping, and voice interaction are tailored to how estimators actually work. Nomic is not designed for this workflow.
- Takeoff-first pricing clarity — Togal Growth starts at $299/user/month billed yearly, with Business custom for 4+ users. Nomic offers Free and Individual from $20/mo for solo use, with Business at $40/user/mo (25 seat minimum) — while Togal remains the takeoff winner.
Choose Nomic if…
- Your team does drawing review, code compliance checking, or construction administration (submittals, RFIs)
- You need to search across the full project document stack — not just quantities from plan sets
- You are an architect or engineer who needs to understand what a drawing says, not just measure it
- Enterprise security, multi-region data hosting, or ACC / ProjectWise / DMS connectors are a requirement
- Your team is 25+ seats and does project delivery rather than just estimating
Choose Togal.ai if…
- You are an estimator or preconstruction team that primarily needs quantity takeoff from PDF drawings
- Speed of takeoff is your primary metric — you need quantities in minutes, not an agent-driven coordination review
- You want takeoff-first pricing (Growth from $299/user/month billed yearly) rather than Nomic's broader document-intelligence platform
- You want a conversational AI assistant (TogalGPT) specifically for asking questions about quantities and plan navigation
Frequently asked questions
Answers to common questions about this comparison.
Nomic is an AEC coordination and intelligence platform — it reads drawings, specs, and IFC/BIM models to support code compliance, coordination, submittal review, RFI management, project search, and model-based quantity takeoff. Togal.ai is a 2D plan-sheet takeoff platform — it uses computer vision to measure and count elements on floor plans for estimating. Both read construction drawings, but they answer different questions for different roles.
No. Togal.ai does not check drawings against building codes, accessibility requirements, or fire protection standards. It is designed for quantity extraction, not compliance review. For code compliance checking against IBC, ADA, NFPA, and other standards, Nomic or InspectMind AI are better fits.
Nomic runs quantity takeoffs from IFC/BIM models — pulling counts, areas, volumes, and lengths directly from the model data. For computer-vision takeoff from 2D PDF plans (auto-detecting spaces and areas on floor plans), Togal.ai, Kreo, and Autodesk Takeoff are purpose-built. Many firms use a 2D takeoff tool for plan-sheet measurement and Nomic for model-based QTO and agent-driven coordination across the rest of the project.
Togal.ai is a much better fit for takeoff-first estimating firms. Nomic offers Free and Individual from $20/mo for solo use and broader document-intelligence workflows, while Togal.ai starts at $299/user/month and is purpose-built for estimating.
The Togal Button is Togal.ai's one-click feature that automatically detects, measures, and labels spaces on a PDF plan set, producing a quantity takeoff in seconds rather than manual tracing. Togal.ai reports approximately 98% accuracy on these takeoffs. It is focused on quantity extraction — it does not check code compliance, review submittals, or assemble proposals. Nomic does not offer a takeoff button; it focuses on agent-driven review and coordination across the full project stack.
Not directly — they solve different problems for different roles. Many AEC firms use a takeoff tool like Togal.ai or Kreo for preconstruction alongside Nomic for design review and construction administration. The overlap is minimal: both read drawings, but for entirely different purposes.
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