提示缓存价格与节省

当大量请求以相同的长前缀开头(系统提示、工具定义、共享文档)时,提供商可以缓存它,并按低得多的缓存输入价格计费。聊天机器人和 Agent 循环每轮都会重发相同上下文,因此受益最大。

用此折扣估算月度账单 →

模型常规输入 /1M缓存输入 /1M节省
DeepSeek V4 Flash$0.30$0.00698%
Claude Fable 5.1$10.00$0.2598%
Claude Mythos 5.1$10.00$0.2598%
DeepSeek V4 Pro$1.32$0.04497%
GPT-6.1 Sol$2.00$0.1095%
Claude Sonnet 5.5$2.00$0.1095%
Claude Opus 5.5$4.00$0.2095%
Gemini 3.5 Flash$1.50$0.1590%
Mistral Medium 3.5$1.50$0.1590%
Claude Sonnet 4.6$3.00$0.3090%
GPT-5.2$1.75$0.17590%
Claude Sonnet 4.5$3.00$0.3090%
Magistral Medium (latest)$1.50$0.1590%
Mistral Medium 3$1.50$0.1590%
Claude Haiku 5.5$0.10$0.0190%
GPT-6 Luna$0.10$0.0190%
Gemini 3.8 Flash$0.75$0.07590%
Gemini 3.7 Flash$0.75$0.07590%
Gemini Flash (latest)$0.75$0.07590%
Gemini 3.6 Flash$0.75$0.07590%
GPT-5.6 Luna$0.20$0.0290%
GPT-5.4 mini$0.75$0.07590%
GPT-5.4 nano$0.20$0.0290%
Devstral Medium (latest)$0.40$0.0490%
GPT-5 nano$0.05$0.00590%
Gemini 2.5 Flash Lite$0.10$0.0190%
Ministral 3b (latest)$0.10$0.0190%
Devstral Small (latest)$0.10$0.0190%
Ministral 14b (latest)$0.20$0.0290%
GPT-6 Sol$2.00$0.2090%
GPT-6 Astra$10.00$1.0090%
Claude Opus 5$5.00$0.5090%
GPT-5.6 Sol$4.00$0.4090%
GPT-5.6 Terra$2.00$0.2090%
Claude Sonnet 5$2.00$0.2090%
Claude Mythos 5$10.00$1.0090%
Claude Fable 5$10.00$1.0090%
Claude Opus 4.8$5.00$0.5090%
GPT-5.5$5.00$0.5090%
Claude Opus 4.7$5.00$0.5090%
GPT-5.4$2.50$0.2590%
Gemini 3.1 Pro Preview$2.00$0.2090%
Claude Opus 4.6$5.00$0.5090%
Claude Opus 4.5$5.00$0.5090%
GPT-5.1$1.25$0.12590%
GPT-5$1.25$0.12590%
Gemini 2.5 Pro$1.25$0.12590%
Gemini Pro (latest)$2.00$0.2090%
Mistral Large 4$0.68$0.06890%
Gemini 3.5 Flash Lite$0.30$0.0390%
Gemini Flash Lite (latest)$0.30$0.0390%
Gemini 3.1 Flash Lite$0.25$0.02590%
Mistral Small (latest)$0.15$0.01590%
Gemini 3 Flash Preview$0.50$0.0590%
Claude Haiku 4.5$1.00$0.1090%
GPT-5 mini$0.25$0.02590%
Gemini 2.5 Flash$0.30$0.0390%
Mistral Large (latest)$0.50$0.0590%
Ministral 8b (latest)$0.15$0.01590%
Codestral (latest)$0.30$0.0390%
Magistral Small (latest)$0.15$0.01590%
Grok 4.5$2.00$0.3085%
Grok 4.3$1.25$0.2084%
Grok 4.20 Non Reasoning$1.25$0.2084%
Grok 4.20 Reasoning$1.25$0.2084%
Grok Build 0.1$1.00$0.2080%
Grok Code Fast 1$1.00$0.2080%
Grok 4.7$2.00$0.5075%
Grok 4.6$2.00$0.5075%
o3$2.00$0.5075%
GPT-4.1$2.00$0.5075%
GPT-4.1 mini$0.40$0.1075%
GPT-4o$2.50$1.2550%
GPT-4o mini$0.15$0.07550%

常见问题

写入缓存要额外收费吗?

部分模型(以 Anthropic 为主)在首次缓存前缀时收取溢价(模型页面中的“缓存写入”)。未公布 cache-write 价格的模型会自动缓存,计算器按常规输入价计算这些写入。

缓存的提示能保留多久?

通常几分钟(常见约 5 分钟),除非被新请求刷新;部分提供商出售更长的缓存时长。

现实的缓存命中率是多少?

Agent 循环和多轮对话常能达到输入 Token 的 50–80%;每次文档都不同的一次性请求接近 0%。