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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%