Tag: 模型对比 (2 articles)

DeepSeek V4 Flash, a 304B model, outperforms larger 428B models like MiniMax M3 while offering the best value-per-intelligence at just $0.14/M input and $0.27/M output; its adjustable reasoning effort further unlocks surprising capability.

Simon Willison's tool reveals that Claude Opus 4.7's new tokenizer inflates token counts by ~46% for text and up to 3x for images compared to its predecessor, leading to higher real-world costs despite unchanged official pricing.