Stories from the gateway
Cost & Pricing
Does Streaming Cost More? What You Actually Pay For
Streaming changes when tokens arrive, not how many are billed. Where it does affect spend, and the abandonment case that genuinely wastes money.
· 8 min readCost & Pricing
Escalation Rate: The Metric That Decides Your Default Model
The share of tasks your cheap model cannot finish decides whether a two-tier setup saves money or quietly doubles it. How to measure and act on it.
· 9 min read
Cost & Pricing
FinOps for AI Teams: What Transfers From Cloud and What Does Not
· 9 min read
Cost & Pricing
Forecasting Next Quarter's AI Spend as a Range
· 12 min read
Cost & Pricing
Free Tier Strategies: Getting Real Answers Without Paying
· 12 min read
Cost & Pricing
GPU Rental Cost Math: Utilisation Decides Everything
· 8 min readCost & Pricing
Negotiating AI Contracts: What Is Actually on the Table
· 9 min read
Cost & Pricing
Per-Seat vs Per-Token Pricing: Which One Fits Your Team
· 11 min readCost & Pricing
Prepaid vs Postpaid AI Billing: Credits or an Invoice
· 11 min readCost & Pricing
Prompt Caching Savings: The Arithmetic Nobody Runs
· 8 min readCost & Pricing
Quantization Cost Savings and the Quality You Trade Away
· 8 min readCost & Pricing
Rate Limit Tiers Explained: RPM, TPM and What Binds First
· 12 min readCost & Pricing
Showback Reporting for AI Spend Teams Will Actually Read
· 11 min read
Cost & Pricing
The Cost of AI in CI: Why Pipelines Multiply Your Spend
· 11 min readReady to start?
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