实时
DEEPSEEK-V4-FL$0.20 26.3%
DEEPSEEK-V4-PR$0.87 4.6%
QWEN3.6-FLASH$1.13 24.9%
NEMOTRON-3-SUP$0.45 23.9%
LLAMA-4-MAVERI$0.60 11.9%
LLAMA-4-SCOUT$0.30 5.8%
GEMINI-3.1-FLA$1.50 10.0%
GEMINI-2.5-FLA$0.40 0.8%
MINIMAX-01$1.10 8.0%
MIMO-V2.5$0.28 5.8%
MIMO-V2.5-PRO$0.87 2.6%
MINIMAX-M3$1.20 6.1%
QWEN3.5-PLUS-2$1.80 6.0%
NOVA-2-LITE-V1$2.50 31.4%
GEMINI-2.5-FLA$2.50 9.5%
GROK-4.3$2.50 8.7%
QWEN3.6-PLUS$1.95 31.6%
NEMOTRON-3-ULT$2.50 25.9%
QWEN3.7-PLUS$1.60 21.4%
MINIMAX-M1$2.20 11.9%
PALMYRA-X5$6.00 26.9%
QWEN3.7-MAX$3.75 3.1%
GEMINI-3.5-FLA$9.00 8.3%
GEMINI-2.5-PRO$10.00 7.2%
GPT-5.4-NANO$1.25 10.0%
NOVA-LITE-V1$0.24 28.9%
KIMI-K2.5$1.90 9.8%
MINISTRAL-14B-$0.20 17.7%
DEEPSEEK-V4-FL$0.20 26.3%
DEEPSEEK-V4-PR$0.87 4.6%
QWEN3.6-FLASH$1.13 24.9%
NEMOTRON-3-SUP$0.45 23.9%
LLAMA-4-MAVERI$0.60 11.9%
LLAMA-4-SCOUT$0.30 5.8%
GEMINI-3.1-FLA$1.50 10.0%
GEMINI-2.5-FLA$0.40 0.8%
MINIMAX-01$1.10 8.0%
MIMO-V2.5$0.28 5.8%
MIMO-V2.5-PRO$0.87 2.6%
MINIMAX-M3$1.20 6.1%
QWEN3.5-PLUS-2$1.80 6.0%
NOVA-2-LITE-V1$2.50 31.4%
GEMINI-2.5-FLA$2.50 9.5%
GROK-4.3$2.50 8.7%
QWEN3.6-PLUS$1.95 31.6%
NEMOTRON-3-ULT$2.50 25.9%
QWEN3.7-PLUS$1.60 21.4%
MINIMAX-M1$2.20 11.9%
PALMYRA-X5$6.00 26.9%
QWEN3.7-MAX$3.75 3.1%
GEMINI-3.5-FLA$9.00 8.3%
GEMINI-2.5-PRO$10.00 7.2%
GPT-5.4-NANO$1.25 10.0%
NOVA-LITE-V1$0.24 28.9%
KIMI-K2.5$1.90 9.8%
MINISTRAL-14B-$0.20 17.7%
模型发布· AWS ML· 2026年6月3日· 3天前· 1 分钟阅读

The art and science of hyperparameter optimization on Amazon Nova Forge

Fine-tuning for domain-specific tasks means improving performance in one area without degrading the model’s general capabilities, and getting that balance right is harder than it looks. This post walks through how to na…

为何重要

新模型会重置能力与性价比的前沿。每次发布改变「每美元能做什么」,团队就要重新评估该基于哪个模型构建。

深入了解背后的数据

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