vioscaleAI
Comparison

ConEst vs Togal.AI

No leader: the top candidate ConEst has only 0.03 confidence (low), below the 0.35 needed to declare a winner. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

ConEst full profile →Togal.AI full profile →
Machine formatsMarkdownJSONGraphQLAll open, no key required.
ConEst46
Togal.AI36
Score
vioscaleAI score
ConEst46 / 100low · 3%
Togal.AI36 / 100medium · 59%
Pricing
Free tier
ConEst–
Togal.AI✗
Model
ConEstcommercial
Togal.AIcommercial
Price level
ConEst–
Togal.AIhigh
Starting price
ConEst–
Togal.AI$299
Transparent
ConEst–
Togal.AI✗
Integrations
Count
ConEst3
Togal.AI2
Security
Disclosure policy
ConEst–
Togal.AI✓
Gdpr
ConEst–
Togal.AI✓
Soc2
ConEst–
Togal.AI✓
Market
Availability
Content
Faq
ConEst–
Togal.AI7 items

Features

The capabilities each product documents. These tools do not share a category taxonomy, so this aligns what each vendor states rather than a normalised feature set.

Declared feature comparison
FeatureConEstTogal.AI
3d bim model takeoff extraction-✗
Ai auto count symbol recognition-✓
Collaborative cloud multi user viewing-✓
Construction estimating software integration-✓
Customizable assemblies and material grouping-✓
Deployment model-cloud_web_app
Excel direct export integration-✓
Iso 27001-✗
Linear area and volume measurement tools-✓
Multi page plan overlay and revision comparison-✓
Pricing model-monthly_subscription_per_user
Soc2 type ii-✓
Vector pdf object snapping precision-✗

What each one is

The product in its own terms, so the numbers below have context.

ConEst

A software suite enabling contractors to prepare detailed cost estimates from drawings, perform digital quantity takeoffs, and generate business analytics to optimize project profitability and operational decisions.

Independently observed

Togal.AI

A web-based tool designed for construction professionals to speed up the process of quantifying materials and labor from project plans. The platform uses machine learning to automatically detect and count items, and supports real-time teamwork allowing multiple users to work simultaneously.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

ConEst

Pricing not documented yet.

Togal.AI

from $299/moSubscription

From $299/user/month billed annually. Custom enterprise pricing available.

  • Growth$299/user/month billed annually
    • Unlimited automated takeoffs
    • Unlimited chat prompts
    • Unlimited image/symbol searches
    • Internal collaboration
    • Unlimited external collaboration
  • BusinessContact sales
    • Unlimited automated takeoffs
    • Unlimited chat prompts
    • Unlimited image/symbol searches
    • Internal collaboration
    • Unlimited external collaboration
    • +6 more
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
ConEst–
Togal.AI✓
Deployment
Cloud / SaaS
ConEst✓
Togal.AI✓
On-premise
ConEst✓
Togal.AI✗
Hybrid
ConEst✓
Togal.AI✗

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

ConEst

3 total
  • NetPricer
  • EPIC
  • TRA-SER
Independently observed

Togal.AI

3 total
  • Ediphi
  • Zebel
  • Excel
Independently observed
Still deciding?

ConEst or Togal.AI: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.