I've never used any of the stuff you've released for free, but in the name of those who did use it -thank you
Surely, the cost of serving search results to bots isn't that high
1. Prompt hygiene (schema over prose, make no mistake) 2. Cache whenever you can 3. Context hygiene (seriously, start a new chat, it doesn't take much) 4. Routing 5. Control max_tokens, be smart about RAG 6. Semantic caching
What works for you?
Do they charge below their cost? Or do they run their own cache?Vercel cache read: $0.01/M for flash, $0.14/M for pro.Deepseek and OpenRouter cache read: $0.028/M for flash, $0.145 for pro.That's a 64% discount on Vercel for flash, and a 3% discount for pro.Links: Vercel - https://vercel.com/ai-gateway/models OpenRouter - https://openrouter.ai/deepseek/deepseek-v4-flash
- Large enterprises (250+ employees) peaked at 13.4% in July 2025, dropped to 11.7% - Every firm size category declined since July except smallest (1-4 employees) - Smallest firms continued rising: 9.65% → 10.3% - First sustained multi-month decline since tracking began Nov 2023
OG research: https://www.apolloacademy.com/ai-adoption-rate-trending-down...
Why do you think this is?
Hey! I want to get your feedback on our A/B testing platform for LLMs. Giving a 100 day Pro trial to anyone who signs up this week.The premise: in 10 minutes compare a bunch of model/parameter/prompt combos to find the best point on the quality-latency-cost tradeoff.Enter your data manually or sync from your tracing platform.~300 models to select from.Here is a 1 minute Loom:...
https://github.com/narevai/narev
Hey HN,I've been working on unifying SaaS billing data using FOCUS 1.2 from the FinOps Foundation. Started with cloud providers (AWS, Azure, GCP) and OpenAI.Narev ingests billing data, normalizes it with FOCUS 1.2, and gives you one dashboard for everything. Self-hosted so your data stays private.Try it:docker run -d \ --name narev \ -p 8000:8000 \ -v $(pwd)/data:/app/data \ -e...