Tokenia Blog
Practical guides on cutting LLM API costs, comparing models, and building smarter AI applications.
RSS FeedHow to Reduce LLM API Costs by 80% in 2026
Ten concrete techniques — from prompt compression and semantic caching to model routing and batch requests — with before/after token counts and real cost savings data.
GPT-4o vs Claude Sonnet 4.6 vs Gemini 2.5 Flash: 2026 Cost Comparison
A detailed side-by-side breakdown of the three leading LLM APIs in 2026 — actual prices, context windows, strengths, and real-world cost calculations for common workloads.
10 Token-Saving Prompting Techniques for AI Developers
Every token costs money. Learn how to remove filler words, use structured formats, compress context with summaries, and cache system prompts — with concrete before/after examples.
The Hidden Costs of LLM APIs in Production (2026 Guide)
Context window bloat, retry storms, failed calls that still bill you, and the "context stuffing" antipattern — the production costs nobody warns you about, with a real chatbot case study.
Best Free LLM Token Calculator Tools in 2026 (Honest Comparison)
An honest comparison of Tokenia, TokenCost.app, LLMGateway, and tiktokenizer — covering privacy, model coverage, UI quality, and which tool wins for which use case.