Shocking Variance Across Models
·2026.04.16 03:48
Key point
Running 90 queries across 8 models showed that 86% of results appeared on only one provider.
Details
When 90 queries were run across 8 models, 86% of AI research findings were observed on only a single provider.
In other words, results didn't overlap much between models, showing that even for the same question, the information you get can vary considerably depending on which provider you use.
- Key figure: 86% of findings were single-provider exclusive
- Test scope: 90 queries, 8 models
- Implication: Cross-model consistency is low, and search, reasoning, and summarization results can diverge significantly by provider
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