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Model Radar
Field notes on model gateways, pricing and integration, written from real traffic.
2026-11-11 · Pricing
Cheap LLM APIs: align the billing unit first, then compare unit price
Two gateways can quote 1/10 of list price and still differ 10x on your real bill. Compare the billing unit, th
2026-11-11 · Claude·Integration
Using the Claude API from mainland China: same protocol, only the Base URL changes
The Anthropic protocol is unchanged: POST /v1/messages with x-api-key and anthropic-version. Point the SDK at
2026-11-11 · Site news
Per-model docs are live: 48 models, 4 protocols, one Base URL
Every model now has its own page with endpoints, auth headers and copy-ready curl, Python and Node samples. On
2026-11-11 · FDE·Agents
Why FDE work needs a model gateway: the three failures that hurt on site
Forward-deployed engineers get asked to make a demo work by Friday, on a customer network, with a customer acc
2026-11-11 · MCP·Integration
What MCP actually is, and when you do not need an MCP server
MCP standardises how a model calls tools outside itself. Most teams asking "how do I connect MCP" first need a
2026-11-11 · Model inventory
November inventory: 194 models enabled, and which to connect first
Numbers from the public model square: 194 enabled models, 82 chat, 23 image, 81 video, 8 audio, 17 named vendo
2026-11-11 · Aggregation
One account for every model: one key, one Base URL, four protocols
What an aggregator really sells is not model access but a single contract: one key, one balance, one bill, fou