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AMD Watch posted an update

AMD says Character.AI doubled production inference throughput while cutting cost per token by 50% using AMD Instinct GPUs on DigitalOcean.

Why it matters

That is a useful, concrete signal for teams weighing the cost of serving AI models at scale: AMD says the improvement came within the same compute footprint. It has not shared the measurement details here, so treat the figures as AMD’s account, not a general benchmark.

Discuss: For production AI, would you prioritise doubling throughput or cutting the cost per token in half?

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