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Agriculture · head to head

CeresAI vs Pix4Dfields

CeresAI logo

CeresAI

Agriculture

Aerial and satellite crop imagery with per-acre pricing for permanent crops and irrigation

From
On request
Rated
-
Full reviewWebsite
Pix4Dfields logo

Pix4Dfields

Agriculture

Drone mapping software for agriculture

From
$330/month
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: CeresAI per-acre pricing only pencils on high-value crops; on low-margin broadacre cereals the fee is hard to justify against free public satellite imagery.; Pix4Dfields satellite imagery is sold as separate credit packages on top of the subscription, with only 100 free credits included per year
  • They diverge on capability: CeresAI covers Aerial multispectral capture, Pix4Dfields covers Orthomosaic generation.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which CeresAI and Pix4Dfields actually diverge.

Attributes where CeresAI and Pix4Dfields differ
AttributeCeresAIPix4Dfields
Starting priceOn request$330/month
Pricing modelPer acre per seasonsubscription
PlatformsWeb, iOS, AndroidWindows, Ios
FoundedUnknown2011

Identical on both: free tier (No), user rating (Not yet rated), category (Agriculture).

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 CeresAI

  • Aerial multispectral capture
  • Thermal water stress
  • Irrigation fault detection
  • Nitrogen and chlorophyll
  • Pest and disease hotspots
  • Yield variability
  • Third-party integrations

Only in Pix4Dfields

  • Orthomosaic generation
  • NDVI & vegetation indices
  • Multispectral processing
  • Zonation mapping
  • Prescription maps
  • Stand count
  • Export to machinery
  • Offline processing

What people use each for

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

CeresAI

  • An almond grower finding blocked emitters across thousands of trees without walking every rownot Pix4Dfields
  • A wine estate managing deficit irrigation block by block to hit a target fruit compositionnot Pix4Dfields
  • A farmland investment manager verifying tenant irrigation practice on ground it ownsnot Pix4Dfields
  • A citrus operation targeting nitrogen applications to the parts of a block that actually need itnot Pix4Dfields

Pix4Dfields

  • Processing drone imagery of fields into orthomosaics without acreage limitsnot CeresAI
  • Generating vegetation indices and crop health maps from aerial surveysnot CeresAI
  • Producing variable rate prescription maps for exporting to farm machinerynot CeresAI
  • Agronomists producing crop scouting reports from drone flightsnot CeresAI

Where each one falls short

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

CeresAI

  • Per-acre pricing only pencils on high-value crops; on low-margin broadacre cereals the fee is hard to justify against free public satellite imagery.
  • Aerial capture runs on a scheduled cadence and is weather dependent, so it will not answer a question you need settled tomorrow and gaps happen in bad seasons.
  • Geographic coverage follows where the aircraft fly, which concentrates the service in California and a handful of other regions and leaves growers elsewhere on satellite-only products.
  • The company rebranded from Ceres Imaging to CeresAI, so older contracts, integrations and search results use the previous name and buyers checking references need to know both.
  • It flags problems but does not fix them; without an agronomist or manager committed to acting on every alert, the imagery becomes an expensive subscription nobody opens.

Pix4Dfields

  • Satellite imagery is sold as separate credit packages on top of the subscription, with only 100 free credits included per year
  • Monthly billing is listed at $165.83 per month against $1,990 for a year, so paying monthly costs substantially more
  • The software runs only on Windows and macOS, with no Linux build

Pricing, plan by plan

CeresAI

On request
  • CeresAI$undefined/year
    • Priced per acre for a defined season of flights
    • Flight cadence and imagery types set the rate
    • Minimum acreage applies in most regions

Pix4Dfields

$330/month
  • Monthly$330/month
    • RGB & multispectral processing
    • Vegetation indices
    • Zonation maps
  • Annual$2640/year
    • Everything in Monthly
    • 33% savings
    • Priority support
  • Perpetual$5500/one-time
    • Lifetime license
    • 1 year updates
    • Local processing

Which should you pick?

Choose CeresAI if

  • You need aerial multispectral capture.
  • You work on Web, iOS, Android.
  • You also want thermal water stress.
CeresAI review

Choose Pix4Dfields if

  • You need orthomosaic generation.
  • You work on Windows, Ios.
  • You also want ndvi & vegetation indices.
Pix4Dfields review

Questions people ask

Is CeresAI or Pix4Dfields better?
Neither clearly leads. CeresAI starts at On request and Pix4Dfields at $330/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, CeresAI or Pix4Dfields?
CeresAI starts at On request and Pix4Dfields at $330/month.
Does CeresAI or Pix4Dfields run on more platforms?
CeresAI runs on Web, iOS, Android. Pix4Dfields runs on Windows, Ios.
What is CeresAI best used for?
CeresAI is most often used for an almond grower finding blocked emitters across thousands of trees without walking every row, a wine estate managing deficit irrigation block by block to hit a target fruit composition, a farmland investment manager verifying tenant irrigation practice on ground it owns, a citrus operation targeting nitrogen applications to the parts of a block that actually need it. Of those, an almond grower finding blocked emitters across thousands of trees without walking every row and a wine estate managing deficit irrigation block by block to hit a target fruit composition are not what Pix4Dfields is typically brought in for.
What can CeresAI do that Pix4Dfields cannot?
CeresAI covers Aerial multispectral capture, Thermal water stress, Irrigation fault detection, Nitrogen and chlorophyll. Pix4Dfields covers Orthomosaic generation, NDVI & vegetation indices, Multispectral processing, Zonation mapping.

Answered from the vendors’ own pages

CeresAI: Is Ceres Imaging still trading?

Yes, under the name CeresAI following a rebrand in 2024. The aerial imagery service continues and the company has taken further funding since.

Pix4Dfields: How much does PIX4Dfields cost?

PIX4Dfields costs $111 per month for a monthly subscription plan. The software offers actionable data and insights from drone imagery for high efficiency and productivity in precision agriculture. Source: https://pix4d.com/pricing

Source
CeresAI: How is it priced?

By the acre for a season of imagery. The rate depends on crop, region and how many flights the programme includes.

Pix4Dfields: Does PIX4Dfields offer a free trial?

Yes, PIX4Dfields provides a free 15-day trial that requires no credit card to start. You can cancel before renewal without incurring charges, though no refunds are issued upon cancellation. Source: https://pix4d.com/pricing

Source
CeresAI: Why pay for aircraft when satellites are free?

Resolution and thermal. Public satellite imagery cannot resolve individual trees or reliably detect a single blocked emitter; aerial thermal capture can.

Pix4Dfields: Can I add cloud processing credits to PIX4Dfields?

Yes, PIX4Dfields subscriptions allow you to add cloud processing credits to your account for additional image processing beyond the standard monthly allocation. Credits can be purchased as needed. Source: https://pix4d.com/pricing

Source
CeresAI: Does it work on broadacre cereals?

Technically yes, commercially rarely. The per-acre fee is designed against permanent crop and irrigated margins.

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