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Free Model Alert
OpenRouter:
• inclusionai/ling-3.2-flash:free
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#freeLLMs #opensourceai
November 13, 2026 at 9:00 PM
free-llms.bsky.social
Free Model Alert
OpenRouter:
• apodex/apodex-1.1-mini:free
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#freeLLMs #opensourceai
November 12, 2026 at 7:00 PM
tokenmargin.dev
Inkling 2 Small vs DeepSeek V4.1 Flash 1017: 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: 🧵👇

#OpenSourceAI #AIEngineering #LLM #MachineLearning #GenAI
November 15, 2026 at 3:15 PM
tokenmargin.dev
Llama 4 Maverick (17B-128E MoE) vs Gemini 2.5 Pro: 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: 🧵👇

#OpenSourceAI #AIEngineering #LLM #MachineLearning #GenAI
November 15, 2026 at 12:46 PM
tokenmargin.dev
Zero-Dependency SDK Fallback Routing vs LiteLLM & OpenRouter JSON

How to eliminate supply-chain risk and cut blended LLM API bills by 68% using native OpenRouter provider routing JSON or zero-dependency TypeScript/Python fallback wrappers. 🧵👇

#OpenSourceAI #AIEngineering #LLM #MachineLearning...
November 15, 2026 at 2:45 PM
free-llms.bsky.social
Free Model Alert
OpenRouter:
• baidu/ernie-5.5-flash-preview:free
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#freeLLMs #opensourceai
November 11, 2026 at 9:00 AM
tokenmargin.dev
3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/zero-dependency-llm-router-vs-litellm-openrouter-fallback.html?ref=bsky #OpenSourceAI #FinOps #MLOps #DevTools #BuildInPublic
November 15, 2026 at 2:45 PM
tokenmargin.dev
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 #OpenSourceAI #FinOps #MLOps #DevTools #BuildInPublic
November 15, 2026 at 8:46 AM
free-llms.bsky.social
Free Model Removed
OpenRouter:
✖ xingchen-agi/xing4.0-29b-a4b:free
+0 added · 1 removed
#freeLLMs #opensourceai
November 11, 2026 at 1:00 AM
tokenmargin.dev
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-maverick-vs-gpt-4o.html?ref=bsky #OpenSourceAI #FinOps #MLOps #DevTools #BuildInPublic
November 15, 2026 at 11:15 AM
tokenmargin.dev
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 #OpenSourceAI #FinOps #MLOps #DevTools #BuildInPublic
November 15, 2026 at 8:15 AM
tokenmargin.dev
Hy4 vs DeepSeek V4.1 Flash 1017: 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: 🧵👇

#OpenSourceAI #AIEngineering #LLM #MachineLearning #GenAI
November 15, 2026 at 6:45 PM
tokenmargin.dev
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/hy4-vs-deepseek-v4-1-flash-1017.html?ref=bsky #OpenSourceAI #FinOps #MLOps #DevTools #BuildInPublic
November 15, 2026 at 6:45 PM
tokenmargin.dev
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-maverick-vs-gemini-2-5-pro.html?ref=bsky #OpenSourceAI #FinOps #MLOps #DevTools #BuildInPublic
November 15, 2026 at 12:46 PM
tokenmargin.dev
MiMo-V2.6-Pro vs DeepSeek V4 Pro 0813: 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: 🧵👇

#OpenSourceAI #AIEngineering #LLM #MachineLearning #GenAI
November 15, 2026 at 7:18 PM
tokenmargin.dev
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-vs-deepseek-chat-v3-0324.html?ref=bsky #OpenSourceAI #FinOps #MLOps #DevTools #BuildInPublic
November 15, 2026 at 7:15 AM
tokenmargin.dev
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/inkling-2-small-vs-deepseek-v4-1-flash-1017.html?ref=bsky #OpenSourceAI #FinOps #MLOps #DevTools #BuildInPublic
November 15, 2026 at 3:15 PM
tokenmargin.dev
Llama 4 Maverick (17B-128E MoE) vs GPT-4o: 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: 🧵👇

#OpenSourceAI #AIEngineering #LLM #MachineLearning #GenAI
November 15, 2026 at 11:15 AM
tokenmargin.dev
GPT-4.1 (1M Context Frontier) vs DeepSeek V3 (0324): 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: 🧵👇

#OpenSourceAI #AIEngineering #LLM #MachineLearning #GenAI
November 15, 2026 at 7:15 AM
free-llms.bsky.social
Free Model Removed
OpenRouter:
✖ liquid/lfm-2.5-2.6b:free
+0 added · 1 removed
#freeLLMs #opensourceai
November 13, 2026 at 3:00 PM
free-llms.bsky.social
Free Model Removed
OpenRouter:
✖ apodex/apodex-1.1-mini:free
+0 added · 1 removed
#freeLLMs #opensourceai
November 13, 2026 at 9:00 AM
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November 13, 2026 at 5:04 PM
free-llms.bsky.social
Free Model Alert
OpenRouter:
• particle-ai/particle-1:free
+1 added · 0 removed
#freeLLMs #opensourceai
November 12, 2026 at 11:00 PM
tokenmargin.dev
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). 🧵👇

#OpenSourceAI #AIEngineering #LLM #Machi...
November 15, 2026 at 8:45 AM
tokenmargin.dev
Reasoning Model Hidden Token Multiplier: o3-mini vs DeepSeek R1 vs QwQ-32B Cost Calculator

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

#OpenSourceAI #AIEn...
November 15, 2026 at 8:15 AM