Unverified50% confidenceFactExact time
Calculated with 500 agents, 2 LLM calls per step, and 10,000 steps, a total of 10 million LLM API calls would be required, and the total cost estimated at GPT-4 pricing could reach tens of thousands of dollars.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/1/2026
First Seen
Valid until: 11/30/2026
Sources
Related Entities
Related Claims
UnverifiedFine-tuning a 7-billion-parameter model can be done on a consumer-grade GPU, potentially at a cost of only a few hundred dollars74% similarUnverifiedTaking GPT-4o as an example, the cost of a single 128K context call is approximately $0.3–$0.5, and a complete Deep Research task may involve 10–30 such calls, making the cost of a single research task as high as $5–$15.74% similarUnverifiedIn agentic systems, the total token consumption of a typical agent task after 8 iterations can reach 30,000–50,000 tokens, which is 10–20 times the cost of a single call.73% similar
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