10 comprehensive pages
AI API and infrastructure cost guides
Architecture-level comparisons for routing, cloud platforms, caching, batch, embeddings and multimodal APIs.
Edited by Infrastructure Economics Desk
7 min read · 1,364 words
OpenRouter Pricing
OpenRouter Pricing compared for evaluating a model-routing marketplace, with real cost, limits, workflow fit, risks and a practical decision test.
7 min read · 1,402 words
OpenRouter vs Direct Provider APIs
OpenRouter vs Direct API compared for choosing aggregation or direct contracts, with real cost, limits, workflow fit, risks and a practical decision test.
7 min read · 1,380 words
AWS Bedrock vs Azure OpenAI vs Vertex AI
Bedrock vs Azure Openai vs Vertex AI explained with real cost, limits, workflow fit, risks and a practical decision test.
7 min read · 1,335 words
AI Prompt Caching Costs Compared
AI Prompt Caching Costs compared for reducing repeated context expense, with real cost, limits, workflow fit, risks and a practical decision test.
7 min read · 1,324 words
LLM Batch API Pricing Compared
LLM Batch API Pricing compared for running non-urgent inference, with real cost, limits, workflow fit, risks and a practical decision test.
7 min read · 1,334 words
Embedding API Pricing Compared
Embedding API Pricing compared for building search and retrieval, with real cost, limits, workflow fit, risks and a practical decision test.
7 min read · 1,319 words
Speech-to-Text API Pricing Compared
Speech To Text API Pricing compared for products transcribing calls and media, with real cost, limits, workflow fit, risks and a practical decision test.
7 min read · 1,319 words
Text-to-Speech API Pricing Compared
Text To Speech API Pricing compared for generating voice, with real cost, limits, workflow fit, risks and a practical decision test.
7 min read · 1,330 words
Image Generation API Pricing Compared
Image Generation API Pricing compared for products creating images at scale, with real cost, limits, workflow fit, risks and a practical decision test.
7 min read · 1,325 words
AI Video Generation Pricing Compared
AI Video Generation Pricing compared for creators budgeting generated video, with real cost, limits, workflow fit, risks and a practical decision test.