Databricks

ai-infra usage-based AI: bundled

Credit Mechanics

Revenue Type

consumption

Pay as You Go

Yes

AI Investment

heavy

Pricing Complexity

medium

Transparency

partial

Pricing Velocity

slow

Price Direction

stable

Monetization Maturity

low

Field Fill Rate

100%

pricing metric changed 2026-Q1

Consolidated AI stack under AgentBricks with Compute-Unit billing

Before: Separate AI product lines

After: AgentBricks with unified Compute-Unit billing

Same model (usage-based):

Same category (ai-infra):

Competitors:

Pricing analysis:

Companies

Pricing Models

Trends