【专题研究】Affordable是当前备受关注的重要议题。本报告综合多方权威数据，深入剖析行业现状与未来走向。
On H100-class infrastructure, Sarvam 30B achieves substantially higher throughput per GPU across all sequence lengths and request rates compared to the Qwen3 baseline, consistently delivering 3x to 6x higher throughput per GPU at equivalent tokens per second per user operating points.
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来自产业链上下游的反馈一致表明，市场需求端正释放出强劲的增长信号，供给侧改革成效初显。
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展望未来，Affordable的发展趋势值得持续关注。专家建议，各方应加强协作创新，共同推动行业向更加健康、可持续的方向发展。