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#llm-tokens

Benchmarked Solar Decide, 57.8% vs Jev 83.3%

Reddit r/ArtificialInteligence ↗ · 6d ago

A user benchmarks the Solar Decide AI model against Jev for handling chat reports in a Roblox game, finding Solar Decide has significantly lower performance and higher false positives, leading to a rollback to Jev.

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#llm-tokens

An Inside Look at the Relay Market Powering Token Resellers and Fraud

Simon Willison's Blog ↗ · 2026-07-26 Cached

An investigation into the market for reselling LLM tokens at a discount, often through abuse of free trials, stolen credentials, and chargeback attacks, primarily in China. The open-source proxies one-api and new-api are used to pool API keys and load balance requests.

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#llm-tokens

My agent is too damn expensive! What do you wish you knew about your LLM token burn?

Reddit r/AI_Agents ↗ · 2026-05-08

A discussion post about the high costs of running LLM agents, with users sharing frustrations and seeking advice on tracking token spending and improving efficiency.

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