Cost Optimization

3 articles

Router sending requests to Flash-Lite, Gemini 3.8 Flash, or a frontier model by measured task quality

Gemini 3.7 and 3.8 Flash: When the Cheap Tier Gets Good at Coding

Gemini 3.7 and 3.8 Flash for production AI teams: benchmarks, pricing that doubles after December 2026, deprecated sampling parameters and tiered routing.

LLM Cost Optimization

06 Sep, 20264 min read

Quality-aware router directing requests to cache, small model, or frontier model to reduce spend

How to Reduce LLM Inference Costs Without Losing Quality

A playbook for reducing LLM inference costs: per-workflow cost profiling, quality-aware routing, semantic caching, prompt compression and infrastructure.

Cost Optimization LLM

29 Mar, 20265 min read

Cost levers alongside the break-even point where self-hosted inference beats API pricing

GPU Inference on a Budget: Optimizing Costs for Self-Hosted Models

Optimize the cost of self-hosted GPU inference with practical guidance on model serving, utilization, batching, and infrastructure choices.

Infrastructure Cost Optimization

15 Mar, 20262 min read