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Machine Learning · head to head

Databricks vs P2 Energy Solutions

Databricks logo

Databricks

Machine Learning

Unified analytics platform for data engineering and data science

From
Free
Rated
-
Full reviewWebsite
P2 Energy Solutions logo

P2 Energy Solutions

Energy

Upstream oil and gas software solutions

From
On request
Rated
-
Full reviewWebsite

The short version

  • Only Databricks has a free tier, so it costs nothing to try first.
  • Each has a real cost: Databricks cloud compute is billed separately by the cloud provider on top of Databricks DBU charges; P2 Energy Solutions now sold as part of IFS rather than as an independent vendor; p2energysolutions.com redirects into the IFS site
  • They diverge on capability: Databricks covers Delta Lake, P2 Energy Solutions covers Land management.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Databricks and P2 Energy Solutions actually diverge.

Attributes where Databricks and P2 Energy Solutions differ
AttributeDatabricksP2 Energy Solutions
Starting priceFreeOn request
Pricing modelusage-basedsubscription
Free tierYesNo
PlatformsWeb, Aws, Azure, GcpWeb, Mobile, Api
CategoryMachine LearningEnergy
Founded20132010

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 Databricks

  • Delta Lake
  • Apache Spark
  • MLflow
  • Unity Catalog
  • Photon Engine
  • Collaborative Notebooks
  • Auto-scaling
  • AWS

Only in P2 Energy Solutions

  • Land management
  • Production operations
  • Revenue distribution
  • Regulatory compliance
  • AFE management
  • Joint interest billing
  • Document management
  • Analytics

Both cover

  • Web support

What people use each for

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

Databricks

  • Running Spark data engineering pipelines on managed clustersnot P2 Energy Solutions
  • Building a lakehouse over data in cloud object storagenot P2 Energy Solutions
  • Training and serving machine learning models alongside the datanot P2 Energy Solutions

P2 Energy Solutions

  • Upstream oil and gas production data managementnot Databricks
  • Oil and gas accountingnot Databricks
  • Land and lease managementnot Databricks
  • Geospatial information for upstream assetsnot Databricks

Where each one falls short

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

Databricks

  • Cloud compute is billed separately by the cloud provider on top of Databricks DBU charges
  • The free trial lasts 14 days
  • Discounts require a Committed Use Contract, with larger commitments needed for larger discounts
  • Azure Databricks pricing is set by Microsoft rather than by Databricks
  • Security and compliance capabilities are sold as separate platform add ons rather than included in the base rate

P2 Energy Solutions

  • Now sold as part of IFS rather than as an independent vendor; p2energysolutions.com redirects into the IFS site
  • Pricing is not published
  • Scoped to upstream oil and gas rather than energy generally

Pricing, plan by plan

Databricks

Free
  • Community EditionFree
    • Limited cluster
    • Notebook environment
    • Community support
  • Standard$0.07/DBU
    • Jobs compute
    • SQL compute
    • Standard support

P2 Energy Solutions

On request
  • Land$undefined/custom
    • Lease management
    • Title research
    • Document management
  • Production$undefined/custom
    • Production tracking
    • Field operations
    • SCADA integration
  • Enterprise$undefined/custom
    • Complete upstream suite
    • Revenue distribution
    • Joint interest billing

Which should you pick?

Choose Databricks if

  • You need delta lake.
  • You want to start without paying.
  • You work on Web, Aws, Azure, Gcp.
  • You also want apache spark.
Databricks review

Choose P2 Energy Solutions if

  • You need land management.
  • You work on Web, Mobile, Api.
  • You also want production operations.
P2 Energy Solutions review

Questions people ask

Is Databricks or P2 Energy Solutions better?
Neither clearly leads. Databricks starts at Free and P2 Energy Solutions at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Databricks or P2 Energy Solutions?
Databricks has a free tier; the other does not. Paid plans start at Free for Databricks and On request for P2 Energy Solutions.
Does Databricks or P2 Energy Solutions run on more platforms?
Databricks runs on Web, Aws, Azure, Gcp. P2 Energy Solutions runs on Web, Mobile, Api.
Can I use Databricks for free?
Yes. Databricks has a free tier, so you can try it without paying. P2 Energy Solutions starts at On request.
What is Databricks best used for?
Databricks is most often used for running spark data engineering pipelines on managed clusters, building a lakehouse over data in cloud object storage, training and serving machine learning models alongside the data. Of those, running spark data engineering pipelines on managed clusters and building a lakehouse over data in cloud object storage are not what P2 Energy Solutions is typically brought in for.
What can Databricks do that P2 Energy Solutions cannot?
Databricks covers Delta Lake, Apache Spark, MLflow, Unity Catalog. P2 Energy Solutions covers Land management, Production operations, Revenue distribution, Regulatory compliance. Both handle Web support.

Answered from the vendors’ own pages

Databricks: How is Databricks priced?

Databricks bills pay as you go with no up front cost, charging per second for the products used. Consumption is measured in Databricks Units, a normalised unit of processing power on the platform.

Source
P2 Energy Solutions: How do I find out pricing for P2 Energy Solutions?

Pricing is not published on the product page. The vendor requires customers to either book a demo or contact a sales representative directly to discuss licensing and costs.

Source
Databricks: Does Databricks publish a per DBU price?

Not on its main pricing page. Rates vary by product and instance type, and Databricks directs buyers to individual product pricing pages and a calculator rather than listing a single figure.

Source
P2 Energy Solutions: Is there a trial available for P2 Energy Solutions?

No trial information is provided on the product page. Access to the software appears to require direct contact with IFS sales.

Source
Databricks: Does the Databricks price include cloud costs?

No. Databricks states that if you configure it to work with your own cloud account, your cloud provider still charges you separately for the underlying resources.

Source
P2 Energy Solutions: What support options does P2 offer?

The page mentions IFS Success consulting services and business process outsourcing options, but specific support tiers and their costs are not detailed without contacting sales.

Source
Databricks: Can I get a discount on Databricks?

Databricks offers Committed Use Contracts, where larger usage commitments earn greater benefits, including options to use commitments flexibly across multiple clouds.

Source
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