LIVE
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%
Model Launches· AWS ML· Jun 3, 2026· 3 days ago· 1 min read

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…

Why it matters

New models reset the capability and price-performance frontier. Teams re-evaluate what to build on whenever a launch shifts what's possible per dollar.

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Summaries are aggregated for information only — follow the source link for the full story. Demo entries are illustrative.

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