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Documentation Index

Fetch the complete documentation index at: https://docs.isofold.com/llms.txt

Use this file to discover all available pages before exploring further.

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Isofold Pricing Model

Isofold charges based on query cost savings. You only pay when we reduce your warehouse bill—nothing else.
  • No per-seat fees
  • No flat subscription required
  • Only pay a percentage of verified savings

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Example

Let’s say you run a query through Isofold that originally costs $1.20 and the optimized version costs $0.80. That’s a savings of $0.40. If your team’s plan charges 30% of savings: 
$0.40 saved × 30% = $0.12 charged
The rest stays in your pocket.

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Supported Warehouses

WarehousePricing SupportNotes
BigQueryFull (via dry-run)Exact byte-level cost estimation
SnowflakePartial (compute inferred)Slot time used as proxy for cost
AuroraOptionalBased on CPU/memory if enabled

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Cost Estimation

Isofold computes cost savings in one of two ways:

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BigQuery

  • Uses dry-run mode to compute byte scan and estimated slot time
  • Runs both original and rewritten queries without execution
  • Supports per-query diff and cost breakdown
export ISOFOLD_ESTIMATE_MODE=bigquery

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Other Warehouses

  • Uses rewrite diff heuristics (column count, filters, joins removed)
  • Optionally integrates with warehouse-specific billing APIs
  • Tracks compute time and latency as proxy for cost

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Billing Frequency

Billing is computed and invoiced:
  • Monthly by default
  • With per-team or per-environment breakdowns
  • Via Stripe or custom invoicing for enterprise
You can access live and historical savings via the dashboard.

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Free Tier

All accounts include:
  • 10 free optimized queries per month
  • Unlimited dashboards and integrations
  • Email support
Upgrade anytime to unlock higher volume and custom rewrite logic.
Next: Explore available Pricing Plans