Softwr

Maps · head to head

CARTO vs Lytx

CARTO logo

CARTO

Maps

Location Intelligence Platform

From
On request
Free plan
No
Full reviewWebsite
Lytx logo

Lytx

Fleet Management

Video telematics with human event review and a structured driver coaching programme

From
On request
Free plan
No
Full reviewWebsite

The short version

  • Each has a real cost: CARTO no prices are published; the committed tiers are all quote-only; Lytx the driver-facing lens is the main deployment obstacle, and fleets have faced formal union objections, grievance procedures and driver resignations over interior cameras regardless of how the data is used.
  • They diverge on capability: CARTO covers Spatial Analysis, Lytx covers Machine vision event detection.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which CARTO and Lytx actually diverge.

Attributes where CARTO and Lytx differ
AttributeCARTOLytx
PlatformsWebWeb, iOS, Android
CategoryMapsFleet Management
Founded2012Unknown

Identical on both: starting price (On request), pricing model (quote), free tier (No), user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in CARTO

  • Spatial Analysis
  • Interactive Maps
  • Data Observatory
  • Workflows
  • APIs
  • Snowflake
  • BigQuery
  • PostgreSQL

Only in Lytx

  • Machine vision event detection
  • Reviewed events
  • Driver coaching workflow
  • Risk scoring
  • Continual recording option
  • Fleet tracking and compliance

What people use each for

The jobs each tool is most often brought in to do.

CARTO

  • Spatial analysis over data already in a cloud warehousenot Lytx
  • Building interactive maps and location dashboardsnot Lytx
  • Geocoding and routing through location data servicesnot Lytx
  • Site selection and territory planningnot Lytx
  • Self-hosted geospatial analytics for regulated environmentsnot Lytx

Lytx

  • A haulage or waste fleet with rising insurance premiums that needs defensible video evidence and a documented coaching programme to renegotiate covernot CARTO
  • An operator facing repeated nuisance claims where exonerating footage settles disputes before they reach litigationnot CARTO
  • A safety team that wants reviewed, filtered events rather than an alert stream its managers will stop reading within a fortnightnot CARTO
  • A fleet already running Geotab or Samsara for telematics that wants a dedicated video safety layer on topnot CARTO

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

CARTO

  • No prices are published; the committed tiers are all quote-only
  • Metered on four separate axes: workflow runs, map loads, API calls and location data service operations
  • API access and tokens are limited on pay-as-you-go and unlimited only from the Strategic tier
  • Self-hosting is available on Enterprise and included only on the Custom tier
  • The 14 day trial explicitly forbids production use

Lytx

  • The driver-facing lens is the main deployment obstacle, and fleets have faced formal union objections, grievance procedures and driver resignations over interior cameras regardless of how the data is used.
  • Agreements are normally 36 months per device, so a fleet that shrinks or reassigns vehicles mid-term keeps paying for units it no longer runs, and the hardware has no resale value.
  • Human review introduces a delay between the event and the coachable clip, so it is not the tool for real-time intervention, and vendors offering instant in-cab alerts do that part better.
  • Core telematics such as maintenance, routing and asset tracking is thinner than on dedicated fleet platforms, so many customers run Lytx alongside another system and pay twice for GPS tracking.
  • The programme only pays back if managers hold coaching sessions consistently, which is a recurring labour cost the business case usually omits, and fleets that cannot staff it see no measurable change in incident rates.

Pricing, plan by plan

CARTO

On request
  • Pay As You Go$null/mo
    • Metered, capped location data services
    • Limited API access and tokens
    • Standard support
  • Enterprise$null/mo
    • Limited location data services with quota
    • Limited API access and tokens
    • Standard or Premium support
  • Strategic$null/mo
    • Unlimited API access and tokens
    • Premium or Elite support
    • Custom branding
  • Custom$null/mo
    • Up to unlimited location data services
    • Unlimited API access and tokens
    • Elite support

Lytx

On request
  • Lytx$undefined/year
    • Per vehicle per month, device and review service bundled
    • Terms are typically 36 months per installed device
    • Continual recording and extended retention priced as upgrades

Which should you pick?

Choose CARTO if

  • You need spatial analysis.
  • You also want interactive maps.
CARTO review

Choose Lytx if

  • You need machine vision event detection.
  • You work on Web, iOS, Android.
  • You also want reviewed events.
Lytx review

Questions people ask

Is CARTO or Lytx better?
Neither clearly leads. CARTO starts at On request and Lytx at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, CARTO or Lytx?
CARTO starts at On request and Lytx at On request.
Does CARTO or Lytx run on more platforms?
CARTO runs on Web. Lytx runs on Web, iOS, Android.
What is CARTO best used for?
CARTO is most often used for spatial analysis over data already in a cloud warehouse, building interactive maps and location dashboards, geocoding and routing through location data services, site selection and territory planning. Of those, spatial analysis over data already in a cloud warehouse and building interactive maps and location dashboards are not what Lytx is typically brought in for.
What can CARTO do that Lytx cannot?
CARTO covers Spatial Analysis, Interactive Maps, Data Observatory, Workflows. Lytx covers Machine vision event detection, Reviewed events, Driver coaching workflow, Risk scoring.

Answered from the vendors’ own pages

CARTO: What CARTO pricing tiers are available?

CARTO offers Pay As You Go (monthly, consumption-based), Enterprise (annual commitment with limited quotas), Strategic (annual with unlimited API access), and Custom (annual with full services for large enterprises). Enterprise and higher require contacting sales.

Source
Lytx: Can I run Lytx without a driver-facing camera?

Yes, road-facing only configurations are available and are what most fleets deploy first to reduce resistance. You lose distraction and seatbelt detection, which is a large part of the risk model.

CARTO: Does CARTO have a free version?

CARTO does not advertise a free tier. The Pay As You Go plan requires monthly payments based on consumption with capped services.

Source
Lytx: Who watches the footage?

Flagged events go to Lytx reviewers, then to your safety managers. Continuous footage is not routinely watched; it is retained and pulled on request for incidents and claims.

CARTO: What is included in the CARTO Strategic plan?

Strategic tier includes unlimited API access and tokens, premium or elite support, custom branding, audit logs, and usage metrics. It requires an annual commitment and custom pricing quote.

Source
Lytx: Does it replace my telematics platform?

It can, but most large fleets keep their existing tracking platform and integrate Lytx for video and coaching. Budget for both if that is the plan.

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