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GPT-5.6 Sol 50% Off on OpenRouter: Cost Explained
llm engineering Aug 18, 2026 7 min read

GPT-5.6 Sol 50% Off on OpenRouter: Cost Explained

OpenRouter lists GPT‑5.6 Sol at $2.50/1M input tokens and $15/1M output tokens during a 50% promotion, with 1M context and a Feb 2026 knowledge cutoff. ([openrouter.ai](https://openrouter.ai/openai/gpt-5.6-sol)) Real-world bills depend on provider routing and caching (fresh vs cached reads), which can shift your effective cost.

by ahsan
#gpt-5.6 #llm agents #llm pricing #openrouter #prompt caching
Kimi K3 + Claude Fable 5: The Practical Art of Model Routing
llm engineering Jul 22, 2026 7 min read

Kimi K3 + Claude Fable 5: The Practical Art of Model Routing

Kimi K3 and Claude Fable 5 aren’t just strong models by themselves. Per-task model routing lets an agent send the right work to the right model, hitting very high accuracy while cutting cost versus using Fable alone—largely thanks to how tokens, turns, and prompt caching behave in long loops.

by ahsan
#agentic workflows #cost optimization #kimi k3 #llm routing #prompt caching
Why Some Coding Agents Burn 33k Tokens Before You Type Anything
llm engineering Jul 12, 2026 6 min read

Why Some Coding Agents Burn 33k Tokens Before You Type Anything

Some coding agents arrive at the model already “loaded” with tens of thousands of tokens of system prompt and tool scaffolding. A side-by-side comparison found ~33k-token overhead for Claude Code versus ~7k for OpenCode, with prompt caching benefits depending on prefix stability.

by ahsan
#engineering #llm agents #observability #prompt caching #token cost

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