Prediction: AI Models Will Move to Pay-As-You-Go, Ending Lab Subsidies

nirmal_dist · x · 2026-07-08

nirmal_dist predicts three major trends for AI models: faster speed, lower prices, and stronger performance. The business model will shift to pure token-based usage billing, ending the current phase where labs subsidize prices to acquire users. Ultimately, the market will evolve into a tiered ecosystem comprising a "frontier orchestration layer + multiple small specialized models," replacing the current landscape dominated by general-purpose large models.

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