Simple, Usage-Based Pricing

ETL and managed Iceberg storage in one bill โ€” no separate warehouse contract needed. Start free, pay only for what you use, and scale as your workload grows.

Free

100 credits/month
$0 /mo
Then $0.09 / credit on-demand
  • Full platform access
  • All file formats
  • REST Catalog included
  • Buy credits anytime: 100 for $9
  • Community support

Starter

1,000 credits/month
$49 /mo
$0.049 / credit
Save 46% vs on-demand
  • Everything in Free
  • Auto top-off available
  • Email support
  • 5 workspace members

Business

25,000+ credits/month
Custom
 
  • Everything in Pro
  • Dedicated support
  • Custom integrations
  • Volume discounts
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How Credits Work

Credits are consumed by four billable dimensions. You always know exactly what you're paying for.

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Storage

0.001 credits / MBยทhour

Metered hourly at the MB level. If credits reach zero, jobs and queries pause. Data persists for 30 days at negative balance.

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Bytes Accessed

0.003 credits / MB accessed

Charged per MB read via signed URLs from the REST Catalog. That's ~3 credits/GB. Small reads cost proportionally less.

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Job Runtime

Small: 0.0125 credits/sec
Large: 0.05 credits/sec

Data load and transformation jobs billed per second. That's ~0.75 credit/min (small) or ~3 credits/min (large).

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Query Runtime

Small: 0.0125 credits/sec
Large: 0.05 credits/sec

Interactive queries billed per second. That's ~0.75 credits/min (small) or ~3 credits/min (large).

Never Hit a Wall: Auto Top-Off

Enable auto top-off and your workloads continue uninterrupted when credits run low.

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Same Rate, Small Increments

Top-offs use your current tier's per-credit rate. Charged in 20% increments of your monthly allocation.

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Full Visibility

Real-time credit balance and consumption.

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Workspace Owner Billing

Credits belong to the workspace owner. Ownership (and billing) can be transferred to another user at any time.

Frequently Asked Questions

What happens when I run out of credits?
If auto top-off is enabled, additional credits are purchased automatically at your tier rate in small increments. If disabled, job execution and queries pause, but your data remains accessible for 30 days. Your credit balance can go negative for storage โ€” you'll need to purchase credits to resume access.
Can I change tiers mid-cycle?
Yes. Upgrading takes effect immediately โ€” you receive the difference in credits prorated for the remainder of the billing cycle, and future top-offs use the new lower rate. Downgrading takes effect at the next billing cycle.
Do unused credits roll over?
Credits reset each billing cycle and do not roll over. This keeps the model simple and the per-credit rates low. If you consistently have unused credits, consider a lower tier with auto top-off for overflow months.
How is storage metered?
Storage is sampled hourly and billed at the MB level โ€” if you're storing 250 MB, you pay for 250 MB, not rounded up to 1 GB. This means small datasets cost proportionally less. Deleting data (or rolling back a load) immediately reduces your storage consumption.
How does workspace ownership transfer work?
The workspace owner is the billing entity. You can transfer ownership to another user who has an active credit subscription. The new owner's credits are used for all workspace activity going forward. This is useful when a team member leaves or billing responsibility shifts.
What's the difference between Small and Large jobs?
Small jobs use 1/16 DPU โ€” suitable for typical file transformations up to ~100 MB. Large jobs use a full DPU โ€” 16ร— the compute power for heavy transformations and multi-GB files. Large costs only 4ร— the credits per second, so you get 4ร— more compute per credit spent. If your job takes more than a few minutes on Small, Large will almost always finish faster and cost less overall.
Is there a minimum commitment?
No. All paid tiers are month-to-month with no annual commitment required. Enterprise plans can optionally include annual contracts for additional discounts beyond the listed rates.

Start Building for Free

100 credits every month, no credit card required. Upgrade when your workload demands it.

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