4M Analytics vs Cyvl.ai (2026): Pricing, Features & Which to Choose

Who comes out ahead

Based only on the facts in our directory. The right pick still depends on the job you need done.

Lower starting price
Not comparable
Not comparable: 4M Analytics does not list a price
Free plan
Tie
Neither has one
Higher rating
4M Analytics
4.0 against 3.9
Same job?
Yes
Both are Data and Analytics tools

Side by side

Compared on	4M Analytics	Cyvl.ai
Our rating	4.0Better	3.9
Starts at	Not listed	Not listed
Free plan	No	No
Category	Data and Analytics	Data and Analytics
Plans	See pricing	See pricing
Key features	AI-detected mapping of water, electric, gas, and telecom lines Geospatial-expert verification layered on top of automated detection Road Marks feature that reads historic locator spray-paint from imagery Coverage generated without needing prior as-built records Above-ground object detection (poles, manholes) alongside subsurface data	Vehicle-mounted LiDAR and 360-degree imaging for infrastructure scanning Automated pavement and sidewalk condition assessment from 3D data Annual full-network mapping with adjustable coverage scope Consistent data format for year-over-year infrastructure tracking Built for municipal and civil-engineering procurement processes
Pros	Removes manual records research that consumes engineering time Verification by human geospatial experts reduces false positives Works at large scale without requiring site visits first	Automates a task (manual road inspection) that is slow and inconsistent by hand Predictable annual pricing structure once a contract is scoped Funded to $23.74M with a recent 2025 raise, suggesting runway for growth
Cons	No published pricing, every engagement requires a sales conversation Coverage and accuracy depend on available imagery and historical records quality Built for large infrastructure projects, not individual homeowners or small contractors	No published pricing makes early budget comparison hard for smaller municipalities Sales cycle likely runs through government procurement, which moves slower than standard SaaS Value depends on vehicle fleet coverage and scan frequency a city can commit to
Company	4M Analytics, founded 2019	Cyvl, founded 2020

Prices come from each vendor's pricing page, last checked 20260805. Check the vendor before you buy.

FAQ

Questions people ask

Is 4M Analytics better than Cyvl.ai?

In our reviews 4M Analytics scores 4.0 and Cyvl.ai scores 3.9. The better pick depends on the job. 4M Analytics: AI-powered subsurface utility mapping that turns scattered records and imagery into a verified underground infrastructure map. Cyvl.ai: AI infrastructure intelligence platform that turns vehicle-mounted 3D scans into road and sidewalk condition data for cities.

Which is cheaper, 4M Analytics or Cyvl.ai?

4M Analytics: see pricing. Cyvl.ai: see pricing.

Do 4M Analytics and Cyvl.ai have free plans?

Neither lists a free plan.

More comparisons

4M Analytics compared with

All 4M Analytics alternatives

Cyvl.ai compared with

All Cyvl.ai alternatives