SemiAnalysis: Anthropic Subscriptions Deliver ~5x the Value of OpenAI's at Mid-Tier
fsharpman · reddit · 2026-10-06
SemiAnalysis published an analysis finding that at the mid-tier models both companies market as daily drivers, Anthropic subscriptions offer roughly 5x the API-equivalent value of OpenAI's. The gap remains massive even when comparing raw token counts instead of dollar value, given one provider's cheaper per-token pricing. Full methodology is included.
During methodology refinement, the team found 1 of 3 identical subscriptions had 20% lower limits, and the older account age raised suspicion of age-based throttling. The provider confirmed it was an "extremely tiny" A/B test on limits, stressing it hadn't decreased limits wholesale but was testing "how to better balance when people hit limits." Two takeaways: providers can silently change subscription limits at any time, and the measurement method is sensitive enough to detect such subtle changes.
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