Fireworks GLM 5.2 Cost & Pricing Scale Simulator (2026)

Billing Engine Architecture:usage based

📋 Billing Architecture Pillars

Framework & Entry

Free Tier Available

Uses a usage based model structure.Offers developer access with no initial monthly payment requirements.

Low Price Bound

Free Entry

The initial commercial tier commit level starts at $no cost. Annual contracts may reduce equivalent monthly allocations.

Volume Restrictions

Uncapped / Custom

API volume constraints are evaluated as Dynamic. Egress bandwidth, compute hours, and storage allocations can trigger non-linear scaling costs.

Public Tiers Breakdown

Serverless Inference

Custom
  • ✓Pay per token
  • ✓High rate limits
  • ✓Postpaid billing
  • ✓$1 in free credits

On Demand Deployments

Custom
  • ✓Pay per GPU second
  • ✓No extra charges for start-up times

Fine Tuning

Custom
  • ✓Same price as base models