Unverified50% confidenceBenchmarkExact time
A single 10-turn task cumulatively consumes 445850 input tokens, and the cost per ticket is between $5.35 and $8.90; under abnormal loops the cost of a single task can exceed $18; calculated at 10000 tickets per month, re-reading dead JSON alone burns about $80000.
1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
10/16/2026
First Seen
Valid until: 10/30/2026
Sources
Related Entities
Related Claims
UnverifiedExplicitly setting max_tokens for each task type and using JSON mode or structured output constraints: on flagship models, the cost difference between a 200-token and a 2,000-token output is about 10x, and this alone can save $20 to $30 per month.71% similarUnverifiedIn a ten-step Agent run scenario (500-token system prompt, 200-token task description, about 780 tokens of history per step, 150-token output), using all 18 tools costs $0.150 per run, of which the Schema cost is $0.048, accounting for 32%.71% similarUnverifiedFor a Spot instance at $0.20/hour preempted 3 times per hour with a 70B model reloading for 4 minutes each time, the reload overhead is $0.04/hour and the effective rate is about $0.24/hour; but if preempted 10 times per hour, the effective rate rises to $0.33/hour.70% 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.70% similarUnverified在 DiD Suite 基准测试中，Max Effort 级别每个任务的平均成本高达 22 美元，而 Low 级别单任务成本仅为 3.76 美元，降幅超过 80%69% similar
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