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Energy · head to head

Cognite Data Fusion vs Pika

Cognite Data Fusion logo

Cognite Data Fusion

Energy

Industrial data platform that contextualises OT, IT and engineering data into an asset-centric knowledge graph

From
On request
Rated
-
Full reviewWebsite
Pika logo

Pika

AI

AI video generation made simple

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Pika has a free tier, so it costs nothing to try first.
  • Each has a real cost: Cognite Data Fusion the platform is only as good as the contextualisation work, and that mapping effort is a consulting project that regularly costs more than the first-year subscription.; Pika maximum video length of 3-8 seconds per generation, requiring multiple renders for longer content
  • They diverge on capability: Cognite Data Fusion covers Asset-centric data model, Pika covers Text-to-video.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Cognite Data Fusion and Pika actually diverge.

Attributes where Cognite Data Fusion and Pika differ
AttributeCognite Data FusionPika
Starting priceOn requestFree
Pricing modelquoteUnknown
Free tierNoYes
PlatformsWeb, CloudWeb
CategoryEnergyAI
FoundedUnknown2023

Identical on both: 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 Cognite Data Fusion

  • Asset-centric data model
  • Entity matching
  • P&ID parsing
  • 3D contextualisation
  • Cognite Atlas AI
  • Data workflows
  • Open SDKs
  • Extractors

Only in Pika

  • Text-to-video
  • Image-to-video
  • Video editing
  • Lip sync
  • Discord
  • Web interface
  • Web support
  • Discord support

What people use each for

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

Cognite Data Fusion

  • An operator that wants engineers to find the drawing, the sensor trend and the last work order for a valve from one searchnot Pika
  • A company standardising asset data across sites so an analytics team can build once and deploy to many plantsnot Pika
  • An upstream operator building a production-optimisation model that needs sensor data joined to equipment metadatanot Pika
  • A team replacing a stalled internal data-lake project where nobody could reconstruct what the tag names meantnot Pika

Pika

  • ai tools managementnot Cognite Data Fusion
  • Workflow automationnot Cognite Data Fusion
  • Reportingnot Cognite Data Fusion

Where each one falls short

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

Cognite Data Fusion

  • The platform is only as good as the contextualisation work, and that mapping effort is a consulting project that regularly costs more than the first-year subscription.
  • Pricing is consumption-based and unpublished, so costs move with data volume and usage patterns you cannot forecast well until a year in.
  • It does not replace your historian, your ERP or your maintenance system, so Cognite is an additional recurring cost layered on systems you still pay for.
  • The reference base and data model lean heavily towards Norwegian and wider oil, gas and process industries; discrete manufacturing fit is weaker and the local partner network thinner outside energy.
  • Getting value out requires in-house Python and data engineering skill; organisations without a data team end up dependent on Cognite professional services for every new use case.

Pika

  • Maximum video length of 3-8 seconds per generation, requiring multiple renders for longer content
  • Inconsistent output quality with character morphing, distortion, and temporal inconsistencies like flickering textures
  • Poor handling of complex scenes with multiple characters showing body distortions and weak character consistency across frames
  • No native audio generation, requiring separate tools to add sound to silent videos
  • Customer service and billing issues with complaints of non-responsive support and confusing billing practices

Pricing, plan by plan

Cognite Data Fusion

On request
  • Cognite Data Fusion$undefined/year
    • Consumption-based pricing on data volume, compute and users
    • Available through cloud marketplaces with private offers
    • Contextualisation and onboarding quoted as a separate engagement

Pika

Free
  • FreeFree
    • 80 credits
    • 3-second clips
  • Standard$8/month
    • 700 credits
    • 3-second clips
  • Pro$28/month
    • 2,300 credits
    • Watermark-free
    • Commercial use

Which should you pick?

Choose Cognite Data Fusion if

  • You need asset-centric data model.
  • You work on Web, Cloud.
  • You also want entity matching.
Cognite Data Fusion review

Choose Pika if

  • You need text-to-video.
  • You want to start without paying.
  • You also want image-to-video.
Pika review

Questions people ask

Is Cognite Data Fusion or Pika better?
Neither clearly leads. Cognite Data Fusion starts at On request and Pika at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Cognite Data Fusion or Pika?
Pika has a free tier; the other does not. Paid plans start at On request for Cognite Data Fusion and Free for Pika.
Does Cognite Data Fusion or Pika run on more platforms?
Cognite Data Fusion runs on Web, Cloud. Pika runs on Web.
Can I use Pika for free?
Yes. Pika has a free tier, so you can try it without paying. Cognite Data Fusion starts at On request.
What is Cognite Data Fusion best used for?
Cognite Data Fusion is most often used for an operator that wants engineers to find the drawing, the sensor trend and the last work order for a valve from one search, a company standardising asset data across sites so an analytics team can build once and deploy to many plants, an upstream operator building a production-optimisation model that needs sensor data joined to equipment metadata, a team replacing a stalled internal data-lake project where nobody could reconstruct what the tag names meant. Of those, an operator that wants engineers to find the drawing, the sensor trend and the last work order for a valve from one search and a company standardising asset data across sites so an analytics team can build once and deploy to many plants are not what Pika is typically brought in for.
What can Cognite Data Fusion do that Pika cannot?
Cognite Data Fusion covers Asset-centric data model, Entity matching, P&ID parsing, 3D contextualisation. Pika covers Text-to-video, Image-to-video, Video editing, Lip sync.

Answered from the vendors’ own pages

Cognite Data Fusion: Is Cognite a historian?

No. It reads from historians such as PI System and adds context. You still need the historian underneath.

Pika: What are Pika's pricing plans?

Pika offers Free ($0, 80 credits), Standard ($8/month, 700 credits), Pro ($28/month, 2,300 credits with watermark-free output), and Fancy ($76/month, 6,000 credits). Annual billing saves approximately 20% versus monthly pricing.

Source
Cognite Data Fusion: How is it priced?

Consumption-based on data, compute and users, quoted per customer. Nothing is published.

Pika: What video features does Pika support?

Pika 2.5 supports text-to-video, image-to-video, and video-to-video editing with effects like Pikaffects (physics effects), Pikadditions (insert objects), Pikaswaps (replace objects), Pikaframes (keyframe interpolation), and Pikatwists (stylistic transformations).

Source
Cognite Data Fusion: How long does a deployment take?

First useful graph in a few months is realistic; full plant contextualisation across a site is typically a year or more.

Pika: What is the maximum video length Pika can generate?

Pika can generate videos of 3 to 8 seconds in length. Longer videos require multiple generations or video extension features.

Source
Cognite Data Fusion: Can we do the contextualisation ourselves?

Technically yes, the SDKs and matching tools are open, but most customers use Cognite or a partner for the first site.

Pika: Do free tier videos include a watermark?

Yes. Free users receive a Pika watermark on all video outputs. Paid tiers starting at Pro ($28/month) offer watermark-free videos.

Source
Pika: Does Pika generate audio for videos?

No. Pika does not generate native audio. Videos arrive silent and require a separate step to add sound tracks or voiceovers.

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