AI FinOps OpenAI Spend Limit: How to Cap Your API Bill (2026) OpenAI quietly turned its monthly budget into a notification, not a cutoff. Here are the five layers that actually cap an OpenAI API bill in 2026, from prepaid credits to a real-time gateway hard stop.
AI FinOps Prompt Caching vs Semantic Caching vs Exact Match Two of these caches skip the LLM call for $0; the third makes the call cheaper. Here is what prompt caching, semantic caching, and gateway exact match each catch, and how to layer all three.
AI gateway 9 Portkey Alternatives for BYOK AI Gateways in 2026 Before an AI gateway gets bought, two people sign off: who can read your provider keys, and what the audit log records. The 9 Portkey alternatives that pass both checks, ranked for finance and procurement.
AI gateway Best BYO-Key AI Gateways with Budget Guardrails 2026 Your AI invoice shows one number. It cannot show which team, feature, or agent spent it. Six BYO-key gateways ranked on the guardrails and attribution a spend owner actually needs.
2026 Guide Top LLM Cost Dashboards for OpenAI and Anthropic (2026) Monday standup. The CFO opens four invoices: $94K OpenAI, $62K Anthropic, $15K Gemini, $38K Azure OpenAI. Nobody knows which team owns the 87% Anthropic jump. Ten LLM cost dashboards ranked for 2026.
2026 Guide Best AI Spend Tracking Tools for Engineering Teams 2026 Tuesday 3:17 a.m. The pager fires. $1,840 of gpt-4o-mini in forty minutes, and the dashboard cannot stop the agent. Ten AI spend tracking tools engineering teams actually evaluate in 2026, ranked.
2026 Guide Real-Time LLM Budget Guardrails and Attribution in 2026 The invoice says $14,200. Nobody knows which agent did it. Token-level attribution plus inline policy enforcement is the two-layer architecture that catches LLM spend the second it happens, across every provider.
Alephant 11 AI API Cost Tools for Multi-Provider Spend in 2026 Your AI bill shows one line. It does not show which model, which feature, which agent. The 11 tools that fix that in 2026, ranked and compared.
Alephant What Is AI FinOps? The 2026 Definitive Guide 98% of FinOps teams now manage AI spend, up from 31% in 2024. This is what AI FinOps means in 2026 — definition, four pillars, the gateway layer, and a five-step practice.
AI cost control Why Your AI Bill Is an Engineering Problem: AI FinOps for SaaS Builders Month one: $42. Month three: $2,417.48. The AI FinOps Gateway field guide for SaaS builders who already shipped — attribution, hard caps, BYO-KEY, no key handover.
Alephant Featured Meet Alephant: The AI FinOps Gateway (2026) Alephant is an AI FinOps gateway for tracking, attributing, optimizing, and controlling AI API spend before surprise bills become month-end problems.
