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Credits & Usage

How Moongraph's credit system works for metered features.

Credits & Usage

Moongraph uses a credit system to meter AI-powered features. This page explains how credits work, what consumes them, and what happens when they run out.

How credits work

Every Moongraph account has a monthly credit allocation. Credits are consumed when you use AI-powered features like:

  • Agent queries — Asking questions and getting answers
  • Graph extraction — Building knowledge graphs from documents
  • Document processing — Parsing and embedding documents (Smart Analysis)
  • Structured extraction — Running extraction schemas
  • Search — Semantic and hybrid search operations

Simple operations like uploading files, organizing folders, and browsing don't consume credits.

Monthly billing period

Credits operate on a monthly cycle:

  • Period start: Beginning of your billing period
  • Period end: When credits reset to your monthly allocation
  • Usage: Total credits consumed during the current period
  • Balance: Remaining credits available

At the start of each period, your balance resets to your monthly allocation.

Viewing your usage

Navigate to Billing in the sidebar to see:

  • Current balance and percentage remaining
  • Monthly allocation
  • Usage breakdown by operation type
  • Transaction history

Low credit warnings

When your credits fall below 20%, an indicator appears in the top bar:

  • Amber (1-20%): Credits running low
  • Red (0% or less): Credits exhausted

Click the indicator to view your usage details.

When credits run out

If your balance reaches zero:

  1. Operations are blocked — A modal explains that credits are exhausted
  2. Reset date shown — You'll see when credits will reset
  3. Existing data unaffected — Documents, graphs, and past results remain accessible
  4. Read-only mode — You can browse and export, but not run new AI operations

What still works

  • Viewing documents and graphs
  • Exporting data (CSV, etc.)
  • Organizing folders
  • Browsing search results
  • Accessing past Agent conversations

What's blocked

  • New Agent queries
  • Creating or updating graphs
  • Running extraction jobs
  • Processing new documents with Smart Analysis

Getting more credits

If you need credits before your monthly reset:

  • Contact cole@moongraph.io to request a one-time adjustment
  • Discuss increasing your monthly allocation for future periods

Cost factors

Different operations consume different amounts of credits based on:

FactorImpact
Document lengthMore pages = more credits
AI model usedMore capable models cost more
Query complexityComplex Agent queries with many tool calls cost more
Smart AnalysisVisual processing costs more than text-only

Exact costs vary by operation. Check the Billing page for your actual usage patterns.

Transaction history

Every credit change is logged:

TypeDescription
ConsumptionNormal usage from operations
AdjustmentManual change by admin (e.g., credit request)
Monthly resetAutomatic refill at period start
Allocation changeYour monthly allocation was updated

View your transaction history on the Billing page.

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