--- title: "#llm-cost articles | Hashnode" description: "Explore 2 articles tagged #llm-cost on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/llm-cost" --- Tag # #llm-cost 2 posts · 0 followers [Debashish Ghosal](https://hashnode.com/@deghosal) · [Oct 10](https://hashnode.com/posts/your-ai-dashboard-is-green-your-delivery-isn-t/6ac9864ed5e5780a857dae0a) ### [Your AI Dashboard Is Green. Your Delivery Isn't.](https://leadership-notes.hashnode.dev/your-ai-dashboard-is-green-your-delivery-isn-t?utm_source=hashnode&utm_medium=feed) Telemetry from about 10,000 developers shows adoption metrics and delivery outcomes moving apart. A diagnostic companion to DORA for SDMs and directors. 19 min read · [leadership-notes.hashnode.dev](https://leadership-notes.hashnode.dev/your-ai-dashboard-is-green-your-delivery-isn-t?utm_source=hashnode&utm_medium=feed) [Manu Shukla](https://hashnode.com/@mr-manushukla) · [Aug 21](https://hashnode.com/posts/125x-cache-writes-start-billing-on-21-august-2026-openais-new-dashboard-azures-missing-rate/6a87aef26522cf56d1edd805) ### [1.25x cache writes start billing on 21 August 2026: OpenAI's new dashboard, Azure's missing rate](https://ecorpit.hashnode.dev/125x-cache-writes-start-billing-on-21-august-2026-openais-new-dashboard-azures-missing-rate?utm_source=hashnode&utm_medium=feed) 1.25x cache writes start billing on 21 August 2026: OpenAI's new dashboard, Azure's missing rate Summary. On 20 August 2026 OpenAI released a Prompt Caching dashboard that reports cache hit rate, cach 14 min read · [ecorpit.hashnode.dev](https://ecorpit.hashnode.dev/125x-cache-writes-start-billing-on-21-august-2026-openais-new-dashboard-azures-missing-rate?utm_source=hashnode&utm_medium=feed) [Manu Shukla](https://hashnode.com/@mr-manushukla) · [Aug 6](https://hashnode.com/posts/claude-mid-conversation-tool-changes-end-a-125x-cache-rewrite-penalty-in-2026/6a744b0c1975c63e787bf3d4) ### [Claude mid-conversation tool changes end a 12.5x cache-rewrite penalty in 2026](https://ecorpit.hashnode.dev/claude-mid-conversation-tool-changes-end-a-125x-cache-rewrite-penalty-in-2026?utm_source=hashnode&utm_medium=feed) Claude mid-conversation tool changes end a 12.5x cache-rewrite penalty in 2026 Summary. On the Claude API a cache read costs 0.1x the base input price and a 5-minute cache write costs 1.25x, so re-pro 23 min read · [ecorpit.hashnode.dev](https://ecorpit.hashnode.dev/claude-mid-conversation-tool-changes-end-a-125x-cache-rewrite-penalty-in-2026?utm_source=hashnode&utm_medium=feed) [Manu Shukla](https://hashnode.com/@mr-manushukla) · [Jul 28](https://hashnode.com/posts/agentic-rag-costs-25x-classic-rag-the-2026-routing-decision/6a685a348947a3237f8a9d34) ### [Agentic RAG costs 2.5x classic RAG: the 2026 routing decision](https://ecorpit.hashnode.dev/agentic-rag-costs-25x-classic-rag-the-2026-routing-decision?utm_source=hashnode&utm_medium=feed) Agentic RAG costs 2.5x classic RAG: the 2026 routing decision Summary. Agentic RAG is not a free upgrade over classic retrieval. In the RAGRouter-Bench measurements published by Wang and colleagues in 14 min read · [ecorpit.hashnode.dev](https://ecorpit.hashnode.dev/agentic-rag-costs-25x-classic-rag-the-2026-routing-decision?utm_source=hashnode&utm_medium=feed) [1](https://hashnode.com/posts/agentic-rag-costs-25x-classic-rag-the-2026-routing-decision/6a685a348947a3237f8a9d34) [Manu Shukla](https://hashnode.com/@mr-manushukla) · [Jul 26](https://hashnode.com/posts/claude-opus-5-for-coding-agents-index-61-at-half-fable-5s-cost-2026/6a6592dc395498adce94e519) ### [Claude Opus 5 for coding agents: index 61 at half Fable 5's cost (2026)](https://ecorpit.hashnode.dev/claude-opus-5-for-coding-agents-index-61-at-half-fable-5s-cost-2026?utm_source=hashnode&utm_medium=feed) Claude Opus 5 for coding agents: index 61 at half Fable 5's cost (2026) Summary. Claude Opus 5, released by Anthropic on 24 July 2026, scores 61 on the Artificial Analysis Intelligence Index, narrowly 16 min read · [ecorpit.hashnode.dev](https://ecorpit.hashnode.dev/claude-opus-5-for-coding-agents-index-61-at-half-fable-5s-cost-2026?utm_source=hashnode&utm_medium=feed) [Manu Shukla](https://hashnode.com/@mr-manushukla) · [Jul 19](https://hashnode.com/posts/llm-output-prices-fell-about-94-since-2023-how-to-cut-your-ai-bill-without-losing-quality-2026/6a5c24c7ee2df534246c8e9a) ### [LLM output prices fell about 94% since 2023: how to cut your AI bill without losing quality (2026)](https://ecorpit.hashnode.dev/llm-output-prices-fell-about-94-since-2023-how-to-cut-your-ai-bill-without-losing-quality-2026?utm_source=hashnode&utm_medium=feed) LLM output prices fell about 94% since 2023: how to cut your AI bill without losing quality (2026) Summary. Frontier large language model output prices have fallen roughly 94.5% since March 2023, acco 12 min read · [ecorpit.hashnode.dev](https://ecorpit.hashnode.dev/llm-output-prices-fell-about-94-since-2023-how-to-cut-your-ai-bill-without-losing-quality-2026?utm_source=hashnode&utm_medium=feed) [Manu Shukla](https://hashnode.com/@mr-manushukla) · [Jul 18](https://hashnode.com/posts/kimi-k3-for-coding-teams-in-2026-benchmarks-real-cost-and-adopt-vs-wait/6a5b94fc9799cdd141c139f1) ### [Kimi K3 for coding teams in 2026: benchmarks, real cost and adopt-vs-wait](https://ecorpit.hashnode.dev/kimi-k3-for-coding-teams-in-2026-benchmarks-real-cost-and-adopt-vs-wait?utm_source=hashnode&utm_medium=feed) Kimi K3 for coding teams in 2026: benchmarks, real cost and adopt-vs-wait Summary. On July 16, 2026, Moonshot AI released Kimi K3, a 2.8-trillion-parameter open Mixture-of-Experts model that activates 12 min read · [ecorpit.hashnode.dev](https://ecorpit.hashnode.dev/kimi-k3-for-coding-teams-in-2026-benchmarks-real-cost-and-adopt-vs-wait?utm_source=hashnode&utm_medium=feed) [Manu Shukla](https://hashnode.com/@mr-manushukla) · [Jul 16](https://hashnode.com/posts/glm-52-self-hosted-vs-api-in-2026-what-an-open-weight-coding-agent-really-costs/6a590c1233ce741c7803269f) ### [GLM-5.2 self-hosted vs API in 2026: what an open-weight coding agent really costs](https://ecorpit.hashnode.dev/glm-52-self-hosted-vs-api-in-2026-what-an-open-weight-coding-agent-really-costs?utm_source=hashnode&utm_medium=feed) GLM-5.2 self-hosted vs API in 2026: what an open-weight coding agent really costs Summary. Z.ai released GLM-5.2 on 16 June 2026: 753 billion parameters, a 1M-token context window, and an MIT licence 20 min read · [ecorpit.hashnode.dev](https://ecorpit.hashnode.dev/glm-52-self-hosted-vs-api-in-2026-what-an-open-weight-coding-agent-really-costs?utm_source=hashnode&utm_medium=feed) [Learn with HJ](https://hashnode.com/@hardeepjethwani) · [Jul 11](https://hashnode.com/posts/prompt-caching-and-cost-optimization-make-ai-cheaper-without-making-it-worse/6a5262c2c6dd7c3299d223c4) ### [Prompt Caching and Cost Optimization: Make AI Cheaper Without Making It Worse](https://hardeepjethwani.hashnode.dev/prompt-caching-and-cost-optimization-make-ai-cheaper-without-making-it-worse?utm_source=hashnode&utm_medium=feed) Cover caching, batching, smaller models, RAG tuning, output limits, and routing. 6 min read · [hardeepjethwani.hashnode.dev](https://hardeepjethwani.hashnode.dev/prompt-caching-and-cost-optimization-make-ai-cheaper-without-making-it-worse?utm_source=hashnode&utm_medium=feed) [Learn with HJ](https://hashnode.com/@hardeepjethwani) · [Jul 11](https://hashnode.com/posts/tokens-are-the-new-compute-meter-why-ai-costs-feel-weird/6a52623ec6dd7c3299d0e8f2) ### [Tokens Are the New Compute Meter: Why AI Costs Feel Weird](https://hardeepjethwani.hashnode.dev/tokens-are-the-new-compute-meter-why-ai-costs-feel-weird?utm_source=hashnode&utm_medium=feed) Explain input tokens, output tokens, context size, caching, and why long answers cost more. 6 min read · [hardeepjethwani.hashnode.dev](https://hardeepjethwani.hashnode.dev/tokens-are-the-new-compute-meter-why-ai-costs-feel-weird?utm_source=hashnode&utm_medium=feed)