prompt cachingPrompt Caching Savings: One Timestamp Turns 80% Into 6%
On a 30-turn agent loop, prompt caching saves 80-89% depending on the provider, not 90%. A timestamp in the system prompt drops Claude's saving to 6%, and a volatile tool definition makes caching cost more than not caching.
October 1, 2026 · 17 min readlong context vs RAGLong Context vs RAG Cost: Cached, Each Answer Still Costs 5x
Prompt caching cuts a 400K-token long-context answer to $0.085 on Claude Sonnet 5.5, but RAG still answers for $0.017. The crossover formula, the accuracy-at-depth evidence and the latency users notice.
October 1, 2026 · 14 min readGemini 4 ArgonGemini 4 Argon Leads Vals at $15.68 a Task With No GA Date
Gemini 4 Argon tops the Vals Index at $15.68 per test, cheaper than Claude Sonnet 5.5 and Opus 5.5 even at its $4/$20 standard price. But access is limited to Fairwind security teams and trusted testers, with no GA date.
September 30, 2026 · 7 min readClaude Sonnet 5.5Claude Sonnet 5.5 Costs More Than Opus 5.5 at the Same Score
Claude Sonnet 5.5 lists at half Opus 5.5's token price, but Artificial Analysis measured it at $7.60 per task at max effort against $3.46 for Opus at xhigh for the same score. It saves money only at low and high effort, and five breaking changes sit behind the model-ID swap.
September 28, 2026 · 10 min read