Unverified50% confidenceBenchmarkExact time

Beyond the break-even volume, the actual cost of a 30B-class model on a busy GPU is approximately $0.06–$0.85 per million tokens.

1

Sources

50%

Confidence

Medium-term (~90 days)

Relevance

9/3/2026

First Seen

Valid until: 12/2/2026

Sources

Self-Hosted Inference vs. Pay-Per-Token: Where Is the Break-Even Point?

Related Entities

30B级模型concept

Related Claims

UnverifiedUsing one GPU running a 32B model at approximately 50% average utilization, compared against API pricing of $0.50/million tokens with approximately 500 tokens per request as the baseline, the break-even point is approximately 10 million requests/month, equivalent to approximately 5 billion tokens.80% similar

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