Unverified50% confidenceBenchmarkExact time
The 99.8% reduction figure on jCodeMunch's homepage is the result of a single query on fastapi/fastapi: reading the entire source tree requires 214,312 tokens, while going through the index requires only about 480; this figure should be regarded as a theoretical upper limit.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/12/2026
First Seen
Valid until: 1/10/2027
Sources
Related Entities
Related Claims
UnverifiedThe 29-million-parameter encoder trained by the researchers achieved a popularity-weighted cross-fold AUC of only 0.486 on 985 statements, indistinguishable from the corpus prior.62% similarUnverifiedTutorial tests showed that a chunk size of 500 characters combined with an overlap of 100 characters can improve retrieval accuracy by nearly 40%, and a complete semantic search engine reduced the search failure rate from 60% to a success rate of 95%.60% similarVerifiedWhen a single code review exceeds 400 lines of code, the reviewer's defect detection rate drops sharply.59% similarUnverifiedCodeAct论文实验数据显示，在多步骤任务中相比传统JSON工具调用平均减少约30%的交互轮次59% similarUnverifiedIn one long session, CodeCook reduced the token consumption of a particular turn from 800,787 to 14,857, a reduction of approximately 98%.59% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1006887API
curl https://kongchang.com/api/v1/knowledge/claims/1006887MCP
get_claim(id=1006887)