Unverified50% confidencePredictionExact time
Morgan predicts that the vast majority of tokens within enterprises will be from open models—around 80%–90%—but will account for only 10%–20% of budget costs.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/12/2026
First Seen
Valid until: 12/11/2026
Sources
Related Entities
Related Claims
UnverifiedIn real business scenarios, approximately 20% of long-tail intents often consume 80% of processing costs.66% similarUnverified大模型的推理成本与参数量大致成正比，而实际业务中约80%的任务可以由中小规模模型胜任63% similarUnverifiedThe token pricing of top-tier models is typically 10–20 times that of lightweight models, which is a reflection of real compute costs.60% similarUnverifiedFor 80% of everyday coding tasks, the performance gap between lightweight models and flagship models is within 5%, but the cost difference can be 20–50 times.60% similarUnverified据IDC统计，企业中约有80-90%的数据是非结构化的60% similar
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