Unverified50% confidenceBenchmarkExact time
According to the video author's calculation, enabling Tool Search makes the input Token cost about 5-9 times cheaper than the unoptimized version.
1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
10/12/2026
First Seen
Valid until: 10/26/2026
Sources
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Related Claims
UnverifiedIf the task involves reading 800,000 tokens followed by classification, input tokens are the primary cost and one should choose the model with the cheapest input; whereas in agentic development work, optimization techniques such as caching have an amplified effect.66% similarPartially VerifiedAgentic video understanding can reduce token consumption by up to 88%, cut costs by up to 66%, and improve quality by up to 7%.64% similarUnverified通过自有 API 密钥直调模型往往按 Token 计费，对于调用量不稳定的个人开发者总成本更低64% similarUnverifiedThe cost per query for a RAG solution can be as low as less than one cent.63% similarUnverifiedBecause RAG-type applications have a larger number of input tokens, reducing the unit price of input tokens has a more pronounced cost optimization effect on RAG-type applications than on ordinary question-answering applications.62% similar
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