Morning Edition · Wednesday, November 11, 2026Published at 1:08 AM EST · New York
Meta's smallest model costs about $0.14 per index task against $0.41 for Haiku, but trails Haiku by more than seven points on FrontierCode 2.0 and ranks thirteenth of 36 on the independent Vals Index.

Meta released Muse Ember, its smallest model, on November 9. The Russian-language channel AI ML Big Data describes it as built for looped agent tasks: tool calls, parsing long documents, routing and writing code fragments. The channel repor…
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Frontier Model Efficiency Gains
Capability per unit of training and inference compute keeps improving, letting newer models match prior frontier performance far more cheaply and gradually loosening the link between raw scale and capability.
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