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There may eventually be six or more frontier AI developers rather than just two or three, which would dramatically cut model-layer margins and shift the real value in AI toward the best products built on top of models.

The author predicts the frontier AI market will fragment into six or more competitive developers, compressing model margins and making product quality—not model ownership—the real source of value. ✦ AI generated

Alex Kantrowitz · Big Technology · 2026-07-17 · original ↗

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Increasingly, it's looking like there may eventually be six or more frontier AI developers instead of two or three, and that could cut the model margins dramatically. The real value in AI, therefore, will be built on developing the best products sitting on top of those models.

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✳ frontier AI developers
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Evidence · 3
A crowded AI frontier won't make AI a pure commodity, but it will drive down the value of the best models sold on a meter, so AI profits will accrue mostly to those who build the best products on top of the models and those who own the compute.Alex Kantrowitz · Big Technology · conf 80%Anthropic and OpenAI are raising and spending enormous sums to build the most powerful AI models just as competitors release comparable models far more cheaply, creating a price war at the worst possible moment—right as their IPO window opens.Alex Kantrowitz · Big Technology · conf 60%Within an eight-day span, Meta's Muse Spark 1.1, SpaceX's Grok 4.5, and Moonshot's Kimi K3 were all released at price points showing that frontier AI intelligence is becoming a commodity rather than a premium asset.Alex Kantrowitz · Big Technology · conf 60%