7 min read
LLM Routing Basics: The Cost, Latency, Quality Tradeoff
LLM routing picks the right model per request. Learn the cost, latency, and quality tradeoff, when cheap routing wins, and where a router saves you 40-60%.
LayerFlow Blog
Budget caps, model routing, and cost control.
Practical guides on hard budget caps, per-project attribution, BYOK gateways, and routing models on price instead of guesswork.
7 min read
Embedding Cost Optimization: Cut Vector Costs Without Cutting Recall
How to cut embedding costs: model choice, dimension reduction, caching, and batching — with real numbers for corpus and query spend.
8 min read
LLM Routing Policies: Directing Every Request to the Right Model
LLM routing policies explained: rule-based, cascade, and classifier routing to balance cost, latency, and quality — plus how to set and monitor thresholds.
9 min read
The LLM Cost Optimization Playbook for 2026
An LLM cost optimization playbook: caching, routing, batching, compression, token hygiene, and monitoring that cuts API spend by 50-80% without cutting quality.
7 min read
LLM Routing & Fallback in Production: Implementation Guide for Dev Teams
Implement LLM routing and fallback in production: classification tiers, decision trees, fallbacks, and the metrics that prove routing is working.
4 min read
Token Cost Optimization Guide for GPT, Claude, and Gemini
Practical token cost optimization: shorter prompts, cheaper models, caching patterns, and routing strategies that cut LLM spend.