Artificial Analysis@ArtificialAnlys · XMiniMax-M2.7模型已在六家推理服务商上线，各提供商在速度和价格上差异明显。SambaNovaAI以每秒435个输出令牌的速度领先，比其他提供商快3倍以上，但其价格也高出约2倍。FireworksAI、Novita Labs等四家则与MiniMax官方API定价持平。分析指出，Fireworks和SambaNova在速度与价格的权衡中处于帕累托前沿：前者性价比高，后者则以高价换取极致速度。此外，各家的高速缓存折扣政策不同，这对缓存密集型工作负载的成本影响显著。因此，最优选择高度依赖于具体工作负载对延迟和成本的敏感度。
MiniMax-M2.7 is now available across six inference providers on Artificial Analysis， with significant differentiation in speed and price
@SambaNovaAI leads on speed at 435 output tokens/s， >3x faster than any other provider. @FireworksAI_HQ， @novita_labs， @togethercompute， and @GMI_cloud have all matched @MiniMax_AI's first-party API pricing， while SambaNova is 2x higher.
Key takeaways：
➤ Fireworks and SambaNova are on the Pareto frontier for Speed vs. Price. At 127 output tokens/s and ~$0.22 per 1M tokens blended， Fireworks is ~2.2x faster than MiniMax's first-party API at the same blended price， whereas SambaNova delivers 435 output tokens/s but at ~2-3.5x the blended price of the other providers （depending on cache usage）