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# Pipeline Token Cost Calculator 管道 Token 成本计算器

FULL PIPELINE COST BREAKDOWN · PER STAGE
Input Volume 输入量
Articles/day 文章/天 20
Avg article length (tokens)平均文章长度 1,500
Videos/day 视频/天 3
LLM calls/day LLM 调用/天 10
Research tasks/day 深度研究/天 2
Model 模型
Haiku
$0.80/$4.00
Sonnet
$3.00/$15.00
Opus
$15.00/$75.00
GPT-4o
$2.50/$10.00
▽ Funnel Filtering 漏斗过滤$0.00
F1+F2 Scarcity + Value F1+F2 稀缺性+价值度$0.00
F3 Timeliness F3 时效性$0.00
✨ Free with nomic-embed + cosine similarity
✨ 本地方案 nomic-embed + 余弦相似度 = $0
2 Context Assembly + LLM Context 组装 + LLM$0.00
Schema P0 (25%)Schema P0 (25%)$0.00
RAG P1 (40%)RAG P1 (40%)$0.00
Log P2 (20%)Log P2 (20%)$0.00
System (15%)System (15%)$0.00
Output (× calls)输出 (× 调用次数)$0.00
3 Research + Output 深度研究 + 产出$0.00
Research context 研究上下文$0.00
Output generation 产出生成$0.00
Closure writeback 闭环回流$0.00
E Embeddings 向量嵌入$0.00
Content embedding 内容嵌入$0.00
Closure embedding 闭环嵌入$0.00
✨ Local ChromaDB + nomic-embed = $0
✨ 本地 ChromaDB + nomic-embed = $0
$0.00
Daily
每日
$0.00
Weekly
每周
$0.00
Monthly
每月
$0.00
Yearly
每年
⚡ V5.1: Funnel with cosine → 70% savings vs V5.0 ⚡ V5.1 余弦相似度漏斗：比 V5.0 节省 70%