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Comparing 44 Language Models by Cost, Quality, and Reliability
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Impressive tool to explore frontier AI capabilities. Martian's AI Frontier lets you compare 44 LLMs by measured cost, quality, and reliability, then see how routing and repeated sampling change the frontier. I like this because builders can choose model combinations using real tradeoffs across coding, reasoning, factuality, and agentic tasks.
withmartian@withmartianSep 3
We got 46% fewer errors than the single best LLM across the 16 most used benchmarks (TerminalBench, LiveCodeBench, etc). Here's how that's possible and what each model can achieve when used optimally (every benchmarks misses the majority of model capabilities) 👇 Interactive Site: https://t.co/6ZqljIhKBh Academic Paper: https://t.co/AX7QEMtEF5