Topic

AI inference cost

Every THE D[AI]LY BRIEF article on AI inference cost — enterprise AI analysis, benchmarks, vendor comparisons, and ROI frameworks for technology and business leaders. Updated as new coverage publishes.

DeepSeek V4

DeepSeek Will Raise Prices. Your Ceiling Is Already 4x.

DeepSeek warned of a significant API price rise with no number and no date. Because the weights are MIT-licensed, the ceiling is already public: independent hosts serving the identical model charge 3-4x on posted rates and 40x on cache hits.

August 7, 2026 · 12 min read
Snowflake Cortex

Snowflake Cortex vs Databricks Mosaic AI: Pick on Exit Cost

Databricks lists 47 servable models to Snowflake's ~30, but Unity Catalog keeps Delta tables read-only to outside engines and Snowflake's own catalog blocks third-party writes outright. Snowflake's exit advantage is narrower than the decks claim: it writes into a catalog you own. On a normalised 10-million-ticket workload the platforms land within 2x of each other; the model tier swings the bill 40x.

August 3, 2026 · 16 min read