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AI · head to head

Modal vs P2 Energy Solutions

Modal logo

Modal

AI

Cloud functions for AI and ML

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 Modal has a free tier, so it costs nothing to try first.
  • Each has a real cost: Modal the Team plan carries a $250 monthly base fee and returns only $100 of that as free credits, so $150 is a flat charge before any compute; 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: Modal covers Serverless GPUs, 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 Modal and P2 Energy Solutions actually diverge.

Attributes where Modal and P2 Energy Solutions differ
AttributeModalP2 Energy Solutions
Starting priceFreeOn request
Pricing modelusage-basedsubscription
Free tierYesNo
PlatformsCloud, ApiWeb, Mobile, Api
CategoryAIEnergy
Founded20212010

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 Modal

  • Serverless GPUs
  • Python functions
  • Auto-scaling
  • Fast cold starts
  • Python SDK
  • GitHub Actions
  • Cloud storage
  • Cloud support

Only in P2 Energy Solutions

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

What people use each for

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

Modal

  • Running serverless GPU workloads for model inference and trainingnot P2 Energy Solutions
  • Executing Python functions on cloud compute without managing serversnot P2 Energy Solutions

P2 Energy Solutions

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

Where each one falls short

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

Modal

  • The Team plan carries a $250 monthly base fee and returns only $100 of that as free credits, so $150 is a flat charge before any compute
  • Compute is billed per second across separate GPU and CPU meters, so total cost depends on execution time rather than any fixed rate
  • The Starter plan's $30 monthly free credit is the only allowance below the paid base fee
  • Enterprise volume discounts are custom and unpublished

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

Modal

Free
  • StarterFree
    • 3 seats
    • 100 containers
    • 10 GPU concurrency
  • Team$250/month
    • Unlimited seats
    • 5,000 containers
    • 50 GPU concurrency
  • Enterprise$null/custom
    • Custom seats, containers, and GPU concurrency

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 Modal if

  • You need serverless gpus.
  • You want to start without paying.
  • You work on Cloud, Api.
  • You also want python functions.
Modal 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 Modal or P2 Energy Solutions better?
Neither clearly leads. Modal 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, Modal or P2 Energy Solutions?
Modal has a free tier; the other does not. Paid plans start at Free for Modal and On request for P2 Energy Solutions.
Does Modal or P2 Energy Solutions run on more platforms?
Modal runs on Cloud, Api. P2 Energy Solutions runs on Web, Mobile, Api.
Can I use Modal for free?
Yes. Modal has a free tier, so you can try it without paying. P2 Energy Solutions starts at On request.
What is Modal best used for?
Modal is most often used for running serverless gpu workloads for model inference and training, executing python functions on cloud compute without managing servers. Of those, running serverless gpu workloads for model inference and training and executing python functions on cloud compute without managing servers are not what P2 Energy Solutions is typically brought in for.
What can Modal do that P2 Energy Solutions cannot?
Modal covers Serverless GPUs, Python functions, Auto-scaling, Fast cold starts. P2 Energy Solutions covers Land management, Production operations, Revenue distribution, Regulatory compliance.

Answered from the vendors’ own pages

Modal: How much does Modal cost?

Modal uses pay-as-you-go pricing with Team plan at 250 USD/month base. Starter includes 30 USD/month free credits; Team includes 100 USD/month free credits. Compute charges per second for CPU cores, memory, and GPU instances.

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
Modal: Is there a free tier?

Yes, Starter plan is free plus 30 USD/month in compute credits included monthly for new users.

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
Modal: What are the seat limits?

Starter plan includes 3 seats; Team plan provides unlimited seats; Enterprise tier has custom seat allocations.

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
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