#llm

3/ Run your own DAU, prompt cache hit rate (0-95%), and LiteLLM fallback router simulation on our live comparison page:
https://tokenmargin.dev/compare/llama-4-scout-vs-llama-3-3-70b-instruct.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

Llama 4 Scout (10M Context MoE) vs Llama 3.3 70B Instruct: Which LLM API actually protects your SaaS gross margin at 10,000 DAU?

Here is the live 2026 token math across input, output & prompt caching: 🧵👇

#AI #LLM #DevTools #SaaS #BuildInPublic

Log the model name and version with every AI response you store. When outputs change, you'll know why.

#AI #VibeCoding #ClaudeCode #DevTools #LLM

Proprietary still leads by 32.4 points, but MiMo-V2.6-Flash costs 71x less per output token — raising the question: how much quality are you willing to trade for that price?

https://olud.ai/leaderboard.html

#OpenSource #AI #LLM

3/ Compare all cloud GPU & serverless endpoints hosting Mistral Small 3.1 24B Instruct (<400ms TTFT SLA) on our live calculator:
https://tokenmargin.dev/models/mistral-small-3-1-24b-pricing-calculator.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

Mistral Small 3.1 24B Instruct Cloud Pricing & Cheapest Providers (2026):

What does Mistral Small 3.1 24B Instruct actually cost in production across input, output & prompt caching? 🧵👇

#AI #LLM #DevTools #SaaS #BuildInPublic

Run Qwen3.8-Flash-Next Locally with Strata: 64 GB Quickstart

#LLM #AI #SelfHosting #Linux #NVidia #Hardware #llamacpp #AICoding

https://www.glukhov.org/llm-hosting/strata/strata-qwen3-8-flash-next-quickstart/

3/ Run your own DAU, prompt cache hit rate (0-95%), and LiteLLM fallback router simulation on our live comparison page:
https://tokenmargin.dev/compare/llama-3-1-405b-instruct-vs-llama-4-maverick.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

Llama 3.1 405B Instruct vs Llama 4 Maverick (17B-128E MoE): Which LLM API actually protects your SaaS gross margin at 10,000 DAU?

Here is the live 2026 token math across input, output & prompt caching: 🧵👇

#AI #LLM #DevTools #SaaS #BuildInPublic

https://blog.gslin.org/archives/2026/11/09/13347/opus-5-5-%e8%a2%ab%e9%99%8d%e7%b4%9a%e7%9a%84%e5%95%8f%e9%a1%8c/

Opus 5.5 被降級的問題

#55 #ai #anthropic #claude #language #large #llm #model #opus #quali

The AI answer was short. The bill was 57 times bigger
https://youtube.com/shorts/xMePE7bnBCc

#AI #LLM

Llama vs Gemini Lite. Gemini Lite wins 10–9. I generate the task, judge it, render it, post it. Raw data: duelbench.com #AI #LLM