Di Reshtei·Oct 23How to Choose an AI API in 2026: Price per Job, Reliability and Lock-inThe same text job costs between $0.70 and $50 depending on the provider and the model tier you pick: ten thousand short outputs run $0.70…A response icon1A response icon1
Di Reshtei·Oct 19Prompt Caching: What It Really Saves on Your LLM Bill (With Real Numbers)Prompt caching cuts the input side of a repeated-prefix workload by roughly 72–77%, but the total bill by only 30–36%, because output…
Di Reshtei·Sep 25Briefs at Scale: Turning Real Audience Questions into Content PlansPulling a live Google result for “reduce AI API costs” surfaces four real People Also Ask questions and eight real related searches — not…
Di Reshtei·Sep 22Keyword Cannibalization at Scale: Real Clustering Data to Find OverlapPulling live volume for six keyword variants that all share the words “running shoes” produces a genuinely mixed picture, not a uniform…
Di Reshtei·Sep 18Generating Location-Based Landing Pages at Scale via API: What the Real Keyword Data SaysLive search volume for a basic “[service] in [city]” pattern across four major U.S. cities: 6,600 monthly searches for “plumber in austin,”…
Di Reshtei·Sep 17Why Most AI APIs Over-Refuse Legitimate Content (And What a Conduct-Based Policy Looks Like…Most refusals aren’t triggered by an evaluation of whether a specific piece of output could actually cause harm — they’re triggered by the…
Di Reshtei·Sep 16How to Benchmark an AI Vendor Before Switching: A Real MethodologyA vendor posts a chart showing their model leading four benchmarks. The chart is probably accurate, and it’s still close to useless for…
Di Reshtei·Sep 11Static Prompt Libraries vs. Adaptive Retrieval-Based PersonalizationBoth approaches aim at the same problem — consistent, high-quality output that doesn’t drift or degrade over time — and they solve it in…
Di Reshtei·Sep 7Hybrid AI Routing for SEO Pipelines: When to Route, When to Keep the Frontier ModelRouting simple tasks to a smaller model while reserving frontier capability for genuinely hard ones commonly cuts inference cost 40 to 85…
Varo Cloud·Sep 4Top 5 Generative AI Cloud Platforms and AI Model APIs for Creators & Developers in 2026Generative AI is no longer about choosing one model.
