Expired50% confidenceFactTime unknown
A single execution of a complex research task using GPT-4o may consume tens of thousands or even hundreds of thousands of tokens
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
Deep Agents: Enterprise-Grade Agent Engineering and Deep Research Implementation Guide
bilibiliAI入门102
Related Claims
UnverifiedA GPT-4-level model might consume several dollars of compute for a single complex coding task.80% similarUnverifiedThe token consumption of a single image request to GPT-4V is often several to tens of times that of a plain-text request, and costs accumulate rapidly in high-frequency loop operations.72% similarUnverifiedTaking GPT-4 as an example, a single complex Agent task may involve 5–20 LLM calls.72% similarUnverifiedGPT-4-level large language models have hundreds of billions of parameters and require billions of floating-point operations on high-end GPUs (such as NVIDIA A100/H100) for each response.71% similarVerifiedOn complex tasks (top 10%), GPT-5 Codex uses more than twice the tokens to perform deeper reasoning.71% similar
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