An analytical exploration of shifting AI inference economics, demonstrating why cheap tokens were a temporary subsidy and how enterprises must hedge compute costs through dynamic contracting and model portability.
IndiaNIC
As generative AI moves from novelty to infrastructure, the battle for inference speed has intensified. New data from late 2025 positions vLLM as the enterprise standard, even as specialized challengers claim the speed crown.
IndiaNIC
An analytical exploration of shifting AI inference economics, demonstrating why cheap tokens were a temporary subsidy and how enterprises must hedge compute costs through dynamic contracting and model portability.
IndiaNIC · 27 Sep 2026 · 5 min read
As generative AI moves from novelty to infrastructure, the battle for inference speed has intensified. New data from late 2025 positions vLLM as the enterprise standard, even as specialized challengers claim the speed crown.
IndiaNIC · 13 Dec 2025 · 3 min read
An analytical exploration of shifting AI inference economics, demonstrating why cheap tokens were a temporary subsidy and how enterprises must hedge compute costs through dynamic contracting and model portability.
IndiaNIC · 27 Sep 2026
IndiaNIC · 13 Dec 2025
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