Expired50% confidenceBenchmarkExact time
In the DiD Suite benchmark, the average cost per task at the Max Effort level is as high as $22, while the cost per task at the Low level is only $3.76, a reduction of over 80%.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/22/2026
First Seen
Valid until: 10/20/2026(expired)
Sources
Related Claims
UnverifiedThe cost of processing a batch of outputs using a top-tier model is approximately $25, whereas a budget model handles the same task for less than $1.73% similarUnverifiedOn the DeepSWE benchmark, the per-task cost across reasoning tiers is $1 at Low, $1.86 at Medium, $3.47 at High, $4.70 at X-High, and $8.39 at Max.70% 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–$15.68% 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.67% similarUnverifiedA single complex agent task may involve dozens of model calls; the cost of a single task using a flagship model can reach several dollars, while a Flash-tier model may compress the cost to less than one-tenth.67% similar
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