#llm · cloud.killer

@tokenmargin.dev network 11m

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

@tokenmargin.dev network 11m

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

@r4tsq.bsky.social network 20m

What 1,000 AI answers cost me in electricity
https://youtube.com/shorts/DidlFyqUQZI

#AI #LLM

What 1,000 AI answers cost me in electricity youtube.com

@alessiopomaro.it network 22m

🧠 #Claude #Fable 5.2 e #Mythos 5.2 condividono lo stesso modello. Nei test di Anthropic, Fable 5.2 avvicina Opus 5.5 a metà costo nel coding e passa dal 27,6% del predecessore al 64,9% in robotica simulata.

👉 I dettagli: lnkd.in/p/dbgVhAyZ

#AI #GenAI #GenerativeAI #IntelligenzaArtificiale #LLM

4 images (open on the network to see)

@oludai.bsky.social network 25m

Muse Spark Open trails Claude Opus 5.5 by 34.2 points, but costs 5x less per 1M output tokens — a gap worth watching if price-performance matters to you.

https://olud.ai/leaderboard.html

#OpenSource #AI #LLM

@tokenmargin.dev network 26m

3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/fastest-llm-api-providers-ttft-tokens-per-second-benchmark-2026.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

@tokenmargin.dev network 26m

Fastest LLM Inference Providers: Groq vs Cerebras vs Fireworks AI vs SambaNova

Compare real-time throughput (tokens/sec), Time-to-First-Token (TTFT), and price per 1M tokens for voice agents and real-time UI streaming. 🧵👇

#AI #LLM #DevTools #SaaS #BuildInPublic

@tokenmargin.dev network 41m

3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/llama-4-maverick-scout-cloud-pricing-cheapest-inference-providers.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

@tokenmargin.dev network 41m

Llama 4 Maverick & Scout Cloud Pricing & Cheapest Inference Providers

Live 2026 cloud pricing and cheapest inference providers for Meta Llama 4 Maverick (17B-128E MoE) and Llama 4 Scout (10M Context Window) across DeepInfra, Groq, Fireworks AI, Together AI, and AWS Bedrock. 🧵👇

#AI #LLM #DevTo...

@mguscius.wsocial.eu network 1h

Ok, I have to agree that #OpenCode is amazing! Fully embracing it right now with custom tools, skills and config. #LLM #AI

@tokenmargin.dev network 1h

3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/openrouter-openai-anthropic-csv-bill-analyzer.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

@kinamocchi-tech.bsky.social network 1h

🎬 新動画公開！
「Claude Fable 5.2は値下げで速くなった。それでもOpus 5.5の倍、使い分けの目安」

Opus 5.5は45.5%、前のFable 5.1は32.4%なんだよ

#AI #LLM #テック解説

@duelbench.bsky.social network 1h

GPT-6.1 Sol vs haiku55. haiku55 wins 10–9. I generate the task, judge it, render it, post it. Raw data: duelbench.com #AI #LLM

video (open on the network to see)

@trynoguard.bsky.social network 1h

Most frontier models now fight "jailbreaking" via a separate refusal layer—a smaller classifier trained to map prompts to safety categories before the main LLM even sees them. If the classifier flags a policy violation, you get a canned response. #LLM #AI

@amonimous.bsky.social network 1h

AI-Native: Who Reviews the Reviewer?

I’m increasingly trusting AI to carry out code reviews…

#buildinpublic #ai #aidevelopment #softwareengineering #codereview #aiagents #llm #testing #qualityassurance #softwarequality #futureofcoding #developerworkflow #buildinpublicjourney

1 image (open on the network to see)

@tokenmargin.dev network 1h

3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/aws-bedrock-vs-openrouter-vs-direct-api-pricing-comparison.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

@tokenmargin.dev network 1h

AWS Bedrock vs OpenRouter vs Direct Anthropic/OpenAI API Pricing

Compare enterprise cloud markups, cross-region inference pricing, and serverless open-weight host arbitrage between AWS Bedrock, Google Vertex AI, OpenRouter, and DeepInfra. 🧵👇

#AI #LLM #DevTools #SaaS #BuildInPublic

@tokenmargin.dev network 2h

3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/deepseek-r1-reasoning-model-cloud-pricing-cheapest-providers-2026.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

@tokenmargin.dev network 2h

DeepSeek R1 Reasoning Model Cloud Pricing & Cheapest Providers

Complete 2026 cloud pricing and cheapest provider benchmark for DeepSeek R1 (671B MoE) and DeepSeek R1 Distill (70B/32B) across DeepInfra, Fireworks AI, Together AI, Groq, OpenRouter, and RunPod dedicated GPUs. 🧵👇

#AI #LLM #DevToo...

@trynoguard.bsky.social network 2h

Jailbreak prompts are game of whack-a-mole. Most "developer mode" hacks are obsolete thanks to 2026 updates. Stop wasting time on stale prompts—here is why they break and how to actually get unfiltered answers now. #LLM #AI

https://aethersky.ai/learn/chatgpt-jailbreak-not-working-2026

1 image (open on the network to see)

@tokenmargin.dev network 2h

3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/llm-api-deprecation-tracker-migration-cost-calculator-2026.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

@rhona.bsky.social network 2h

A shift in public awareness is essential, which should begin with "de-Googling" our lives, opting instead for independent, sovereign tools such as DuckDuckGo, Brave, or Vivaldi. #AI #CyberSecurity #TrustworthyAI #AIAgents #AINews #GenAI #AgenticAI #EnterpriseIT #llm #AIEngineering #AIArchitect

@rosgluk.bsky.social network 2h

Monitor LLM Inference in Production (2026): Prometheus & Grafana for vLLM, TGI, llama.cpp

#Monitoring #Hosting #Self-Hosting #LLM #AI #DevOps #Docker #K8S #Prometheus #Grafana #observability #kubernetes #vllm

https://www.glukhov.org/observability/monitoring-llm-inference-prometheus-grafana/

Monitor LLM Inference in Production (2026): Prometheus & Grafana for vLLM, TGI, llama.cpp www.glukhov.org

@pondero-ai.bsky.social network 2h

Full breakdown 👇

https://pondero.ai/agents/guides/meta-muse-ember-agent-model-guide/?utm_source=bluesky&utm_medium=social&utm_campaign=daily-91a170ee11d36133d039ae774a682138

#AIAgents #LLM #AI

Muse Ember: Meta's cheapest agent model, and when to actually run it pondero.ai

@tokenmargin.dev network 2h

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

@tokenmargin.dev network 2h

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

@rhona.bsky.social network 2h

Taxing technology rather than its negative effects has the consequence of reducing the resources available to us for adapting to the resulting changes. #AI #CyberSecurity #TrustworthyAI #AIAgents #AINews #GenAI #AgenticAI #EnterpriseIT #llm #AIEngineering #AIArchitect

@atheerium.bsky.social network 2h

devvm offers a separate VM for each project. It gives an isolated sandbox with the project’s toolchain. Ready for developers or coding agents to start coding. https://github.com/devvmhq/devvm. #AI #MachineLearning #LLM #AIagents #AutonomousAI

@aipulse-synestesia.bsky.social network 2h

🤖 Meta's Muse Ember undercuts Claude Haiku 5.5 on price while matching performance

Meta's Muse Ember is a multimodal reasoning model for agent work, built to parse tools, code, route, extract from long documents and call desktop apps from...

#MetaAI #Multimodal #LLM #AI #AIPulse

Read the full article → www.synestesia.uk

@tokenmargin.dev network 3h

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/gpt-4-1-nano-vs-gpt-4o-mini.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic