Comparison
Canaveral vs STACK
STACK is one of the most recognized names in construction takeoff software, and it earned that recognition by building a platform that works across nearly every trade a general contractor or subcontractor might need: concrete, roofing, flooring, electrical, insulation, and mechanical among them. Canaveral took the opposite approach and built one product for one trade. Here's how the two actually compare for a mechanical or HVAC estimating team.
Feature comparison
Canaveral and STACK side by side
| Feature | Canaveral | STACK |
|---|---|---|
| Deployment model | Cloud web app, no install | Cloud + mobile field app |
| AI-native takeoff (computer vision) | Yes — core architecture | Partial — Autocount bolted on |
| Mechanical/HVAC trade specialization | Yes | No — multi-trade generalist |
| Schedule / symbol auto-detection | Yes (SymbolSight) | Yes (Autocount) |
| Built-in AI chat assistant | Yes (Cooper) | Yes (STACK Assist) |
| Automatic fitting insertion | Yes | Not specified |
| Parts, assemblies & material pricing | Yes — built-in database | Yes — custom catalog |
| Labor rate & crew configuration | Yes — define your own rates & crews | Yes |
| Revision tracking / comparison | Yes — AI-generated diff list | Yes (Version Compare) |
| Multi-user collaboration | Yes — unlimited team members | Yes |
| Custom reports & export | Yes — PDF/Excel/CSV templates | Yes |
| Public self-serve pricing | Yes — $1,668/seat/yr, free trial | Published plan tiers |
Pricing comparison
Canaveral costs less than STACK
Billed annually · about $139/seat/mo
- Unlimited automated takeoffs
- Unlimited Cooper AI messages
- Unlimited team members & projects
- Parts, pricing & custom labor definitions
published plan pricing · $299/user/mo
- Cloud takeoff & estimating platform
- Multi-trade generalist tooling
- Mobile field app
- STACK Assist AI assistant
Save $1,920 per seat, per year with Canaveral — roughly 54% less than STACK's Takeoff & Estimating plan.
What STACK does well
STACK is genuinely cloud-based, with a field app for iOS, Android, and Windows, so crews and estimators can look at the same plans from a job site or an office. Its Autocount feature can quickly count repeated plan symbols, and the platform includes a Version Compare tool for tracking changes across takeoff versions. STACK Assist is STACK's AI assistant — analogous to Canaveral's Cooper — and helps with plan organization, search, and in-product questions. For a subcontractor working several trades under one roof, or a general contractor who wants one login across a portfolio of specialty scopes, that breadth is genuinely useful. STACK also publishes customer reviews and case studies openly, and its support and training resources are extensive.
Where the two diverge
The clearest difference shows up in how deep the mechanical-specific tooling goes. STACK's mechanical takeoff page describes general capabilities that apply to almost any trade: digital measurement, labor and material costing, collaboration, and reporting. There's little in the product built specifically around how mechanical and HVAC estimators actually work: sheet metal priced by gauge and weight, insulation priced by type and square footage, or automatic fitting insertion tied to duct or pipe geometry. Canaveral was built around exactly those specifics from day one, alongside dedicated workflows for piping, duct insulation, pipe insulation, equipment vendors, test and balance, and duct fabrication.
Canaveral's QuickDraw and SymbolSight features read a sheet the way a mechanical estimator does, recognizing round, rectangular, and oval duct dimensions, and matching equipment schedules directly to plan symbols so a person is confirming matches rather than counting from scratch. STACK's Autocount handles repeated symbol counting well, but it isn't reading dimension callouts or cross-referencing equipment schedules the way SymbolSight does.
Both products include an AI assistant: Cooper in Canaveral, STACK Assist in STACK. And where STACK's Version Compare flags that a takeoff changed, Canaveral's revision tool goes further, generating a specific list of what changed between plan revisions (a branch rerouted, a diffuser added, a grille removed) so an estimator can see exactly what to re-check rather than comparing the whole sheet manually.
Choosing between them
If you're a general contractor or a multi-trade subcontractor managing takeoff across a dozen different scopes of work, STACK's breadth is the more practical fit, and its field app is a genuine advantage for teams that need mobile access on-site. If your business is specifically mechanical, HVAC, piping, or sheet metal work, and you want tools built around the way that estimating actually happens rather than a general-purpose measuring tool applied to your trade, Canaveral was made for exactly that job.
Frequently asked questions
Can Canaveral handle multi-trade projects the way STACK does?
Canaveral is purpose-built for mechanical and HVAC trades specifically. If your business spans many unrelated trades, STACK's broader platform may suit your workflow better.
Does Canaveral have a mobile field app like STACK?
Canaveral runs entirely in the browser, which means it works on a tablet or laptop with an internet connection without a separate app install, though it doesn't currently offer a dedicated native mobile app.
How does Canaveral's AI takeoff compare to STACK's Autocount?
Autocount focuses on counting repeated symbols. Canaveral's SymbolSight and QuickDraw are built around reading mechanical-specific data such as duct dimensions and equipment schedules, then matching that data to your takeoff automatically.
Is STACK Assist the same as Canaveral's Cooper?
They're analogous AI assistants. Cooper is Canaveral's built-in AI agent for project questions and actions; STACK Assist is STACK's AI assistant for plan organization, search, and in-product help.
Is switching from STACK to Canaveral difficult?
Most mechanical contractors moving over bring their material pricing and assemblies into Canaveral during onboarding, and can typically run a live bid within their first week.
More comparisons
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