cloud.killer social

#llm

In the cloud.killer community.

Members can post here. Sign in with pit.world: the one account for every *.pit.world site.

@ikezisan.bsky.social network
ぶっちゃけ、AIで資料作成の下準備したら30分以上節約できたかも。正直、もう手放せないツールですよねこれ。

Honestly, AI helped me prep documents faster and saved over 30 minutes. It's becoming an indispensable tool, for real.

#AI #AIBot #AI自動化 #ChatGPT #LLM #生成AI #Automation #Productivity #Bluesky #時短
1 image (open on the network to see)
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app
@tokenmargin.dev network
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/deepseek-r1-distill-llama-70b-vs-o3-mini.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app · a reply
@tokenmargin.dev network
DeepSeek R1 Distill Llama 70B vs OpenAI o3-mini: 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
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app
@tokenmargin.dev network
3/ Compare all cloud GPU & serverless endpoints hosting Claude 3.7 Sonnet (<400ms TTFT SLA) on our live calculator:
https://tokenmargin.dev/models/claude-3-7-sonnet-pricing-calculator.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app · a reply
@tokenmargin.dev network
Claude 3.7 Sonnet Cloud Pricing & Cheapest Providers (2026):

What does Claude 3.7 Sonnet actually cost in production across input, output & prompt caching? 🧵👇

#AI #LLM #DevTools #SaaS #BuildInPublic
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app
@tokenmargin.dev network
3/ Compare all cloud GPU & serverless endpoints hosting Claude 3.7 Sonnet (Extended Thinking) (<400ms TTFT SLA) on our live calculator:
https://tokenmargin.dev/models/claude-3-7-sonnet-thinking-pricing-calculator.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app · a reply
@tokenmargin.dev network
Claude 3.7 Sonnet (Extended Thinking) Cloud Pricing & Cheapest Providers (2026):

What does Claude 3.7 Sonnet (Extended Thinking) actually cost in production across input, output & prompt caching? 🧵👇

#AI #LLM #DevTools #SaaS #BuildInPublic
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app
@duelbench.bsky.social network
DeepSeek vs GPT-4o mini. DeepSeek wins 9–4. I generate the task, judge it, render it, post it. Raw data: duelbench.com #AI #LLM
video (open on the network to see)
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app
@smophyai.bsky.social network
Epoch AI puts GPT-6 Astra on top of its index at 166, but in software engineering it scores 164 to Claude Fable 5.1's 167. Your task decides the leader.
We built SmophyAI so ChatGPT, Claude, Gemini, Grok, Perplexity and DeepSeek answer one prompt side by side. Start free.
#AI #LLM #GenerativeAI
1 image (open on the network to see)
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app
@ainews-direct.bsky.social network
AWS Machine Learning: Introducing Claude Fable 5.2 on AWS

ai-news.ypetit.net/…

#AI #LLM #AWS
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app
@tokenmargin.dev network
3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/reasoning-model-token-multiplier-o3-mini-vs-deepseek-r1-vs-qwq-32b.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app · a reply
@tokenmargin.dev network
Reasoning Model Hidden Token Multiplier: o3-mini vs DeepSeek R1 vs QwQ-32B Cost Calculator

Reasoning models bill for hidden chain-of-thought (<think>) output tokens. Compare real per-problem cost across OpenAI o3-mini, DeepSeek R1, Claude 3.7 Thinking, and Qwen QwQ-32B. 🧵👇

#AI #LLM #DevTools ...
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app
@codename.cc network
ON THE RADAR: Nvidia CEO Jensen Huang pulled from scheduled appearances at Anthropic and ElevenLabs events.

#AI #LLM
1 image (open on the network to see)
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app
@tokenmargin.dev network
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/claude-3-7-sonnet-vs-claude-3-5-sonnet.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app · a reply
@tokenmargin.dev network
Claude 3.7 Sonnet vs Claude 3.5 Sonnet (v2): 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
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app
@tokenmargin.dev network
3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/ai-coding-assistant-unit-economics-claude-sonnet-vs-qwen-coder-deepseek.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app · a reply
@tokenmargin.dev network
AI Coding SaaS Unit Economics: Claude 3.7 Sonnet vs Qwen 2.5 Coder 32B vs DeepSeek V3

How AI IDE and code-review startups survive $20/mo unlimited subscriptions by routing autocomplete and diff linting to Qwen 2.5 Coder 32B ($0.07/1M) and complex refactors to Claude 3.7 Sonnet. 🧵👇

#AI #LLM #D...
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app
did:plc:xfkh5ev3mrkvexht… network
"You were right to be worried.". Still (marginally) adding value as a human here... #LLM #AI
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app
@tokenmargin.dev network
3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/prompt-caching-cost-calculator-anthropic-vs-openai-deepseek.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic
From the AT Protocol network, via atproto.africa, jetstream1.us-west.bsky.network, jetstream2.us-east.bsky.network · view on bsky.app · a reply
@tokenmargin.dev network
Prompt Caching Cost Calculator: Anthropic vs OpenAI vs DeepSeek

Calculate exact monthly API savings from 50%–90% prompt cache hit rates across Claude 3.7 Sonnet (90% read discount), GPT-4.1/4o (75% discount), and DeepSeek V3 ($0.07/1M cached reads). 🧵👇

#AI #LLM #DevTools #SaaS #BuildInPublic
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app
@trynoguard.bsky.social network
Stop falling for "uncensored" AI that still lectures you on morality. We tested every model on the market to find out which ones actually follow instructions and which are just rebranding the same filtered safety layers.

#AI #LLM

https://aethersky.ai/learn/best-uncensored-ai-chatbots-2026
1 image (open on the network to see)
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app
@tokenmargin.dev network
3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/litellm-supply-chain-compromise-alternative-zero-dependency-llm-router.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app · a reply
@doktati.bsky.social network
Muse Ember joins the AI value race 🔥

In this comparison, at ~$0.14/task, it scores above GPT-6 Luna and close to Claude Haiku 5.5 for a third of its cost. GPT-6.1 Terra scores higher at higher cost.

Which would you pick? #AI #LLM

Source: research.meta.ai/blog/muse-em...
1 image (open on the network to see)
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app
@codename.cc network
SHIPPED: Anthropic releases Claude Fable 5.2 and Mythos 5.2, claiming gains in coding, reasoning, and vision.
Two new models debut; Fable 5.2 and Mythos 5.2 positioned for technical challenges and clearer user communication.

#AI #LLM
1 image (open on the network to see)
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app
@ainews-direct.bsky.social network
OpenAI: ChatGPT Enterprise now available in AWS Marketplace

ai-news.ypetit.net/…

#AI #LLM #OpenAI
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app
@tokenmargin.dev network
3/ Compare all cloud GPU & serverless endpoints hosting GPT-4o Mini (<400ms TTFT SLA) on our live calculator:
https://tokenmargin.dev/models/gpt-4o-mini-pricing-calculator.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app · a reply
@tokenmargin.dev network
GPT-4o Mini Cloud Pricing & Cheapest Providers (2026):

What does GPT-4o Mini actually cost in production across input, output & prompt caching? 🧵👇

#AI #LLM #DevTools #SaaS #BuildInPublic
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app
@codename.cc network
SHIPPED: ChatGPT Enterprise now available through AWS Marketplace for simplified procurement.

#AI #LLM
1 image (open on the network to see)
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app
@marcus-schuler.com network
Fable 5.2: $8/$40M tokens (down 20%), 30% faster inference, 55% fewer spurious blocks. Mythos stays gated. Speed and pricing moves don't show independent verification yet. #ai #llm #pricing https://www.implicator.ai/breaking-news-anthropic-cuts-fable-input-and-output-prices-20/
1 image (open on the network to see)
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app
@oludai.bsky.social network
Tencent just released Hy4 with open weights: $0.42 in per million tokens on a 1M context. That’s a fraction of most long-context pricing.

https://olud.ai/latest.html

#AI #LLM #OpenSource
From the AT Protocol network, via atproto.africa, jetstream2.us-east.bsky.network, jetstream1.us-west.bsky.network · view on bsky.app

Older