16 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 · 1,253 words
OpenRouter Pricing in October 2026: What You Pay on Top of Tokens
OpenRouter bills provider rates plus a 5.5% credit fee, or 8% on the new Business plan. See Batch API discounts, BYOK, routers, shell and in-region costs.
7 min read · 1,242 words
OpenRouter vs Direct APIs: When the Fee Pays for Itself
OpenRouter vs direct OpenAI, Anthropic and Google APIs compared on fees, batch discounts, routing, in-region routing and governance after September 2026.
7 min read · 1,378 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 · 1,336 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 · 1,216 words
LLM Batch API Pricing: Where 50% Off Is Real
Batch API pricing compared after OpenRouter's September 2026 launch: 50% off most models, 20% off xAI, 24-hour windows, and the rules that cut the saving.
7 min read · 1,269 words
GPT-6 Astra Pricing: What a Real Workload Costs
GPT-6 Astra costs $10/M input and $50/M output below 272K input. See long-context, cache, batch and worked workload costs.
7 min read · 1,205 words
Is GPT-6 Astra Worth It?
GPT-6 Astra can justify its premium on hard coding and agent tasks, but not as a default model. See the evidence, costs and limits.
7 min read · 1,247 words
GPT-6 Astra vs GPT-5.6 Sol
Astra costs 2.5× Sol on a 1M-input/200K-output workload. Compare capability, safety, context and cost per accepted task.
7 min read · 1,208 words
GPT-6 Astra vs Claude Fable 5.1
GPT-6 Astra and Claude Fable 5.1 both cost $20 for a 1M-input/200K-output example. Compare evidence, workflow fit and risk.
7 min read · 1,319 words
Jev Pricing: What a Million Decisions Actually Costs
Jev costs $0.042 per million input tokens and output is free. See cost per million decisions, OpenRouter fees, and when Jev beats a cheap LLM.
7 min read · 1,272 words
Jev Router Pricing: Free Router, Variable Bill
Jev Router adds no router fee, but you pay the model it picks. See how cache-aware routing, effort control and failure behaviour shape the bill.
7 min read · 1,226 words
Laya Pricing: What the Free Decision Model Costs to Run
Laya is Apache-2.0 and free to download, but GPUs, fine-tuning and ops are not. See self-hosting cost, break-even against Jev, and the accuracy catch.
7 min read · 1,228 words
Jev vs Laya: Which Decision Model Costs Less for Your Workload?
Jev vs Laya compared on cost per million decisions, latency, accuracy, context and self-hosting break-even. Pick hosted TypeSafe or open-weight Convai.
7 min read · 1,214 words
Jev Router vs Auto Router: Which OpenRouter Router Saves More?
Jev Router vs OpenRouter's Auto Router compared on routing logic, cost_tier bands, cache-aware switching, failure behaviour and cost per completed task.
7 min read · 1,201 words
Jev vs Kev 4B vs Solar Decide: Which System One Model to Buy
Jev, Kev 4B, Solar Decide, Span-01 and Laya compared on price per million tokens, context, openness and fit. Find the cheapest decision model for the job.
7 min read · 1,209 words
Is TypeSafe's Jev Worth It for Your App?
Jev is worth it where your code asks an LLM narrow questions and parses labels. See where it saves money, where it does not, and how to test it in a week.