Snowflake shares climbed 8.7% in Tuesday trading after multiple sell-side desks raised revenue projections tied directly to the company's AI-powered coding assistant, now embedded in 23% of enterprise customer workflows according to Morgan Stanley channel checks. The rally brings year-to-date gains to 41% and pushes market capitalization past $62B, a level last seen in mid-2023 before the company's growth deceleration forced a strategic pivot.
The assistant tool—launched quietly in October as a feature inside Snowflake's native development environment—generates SQL and Python code from natural language prompts, reducing query-building time by an estimated 60-70% for non-technical users. Baird analyst Mike Cikos noted the product is now appearing in 34 of 50 recent customer calls, up from 9 in December, and that consumption patterns suggest attach rates near $180K annually per adopting account. That velocity is material: Snowflake's core business model charges by compute usage, meaning tools that increase query frequency directly expand billable activity without new customer acquisition.
The momentum matters because Snowflake's revenue growth had slowed to 29% year-over-year in its most recent quarter, down from 36% the prior period and 85% two years earlier. The company has faced dual headwinds: macro-driven optimization efforts that pushed customers to reduce wasteful queries, and competitive pressure from Databricks and cloud-native warehouses. An AI tool that drives new consumption—rather than replacing existing workloads—breaks the deceleration narrative. RBC Capital raised its fiscal 2026 revenue estimate to $4.1B from $3.9B on Monday, citing exactly this shift in product-revenue mix.
The timing is precise. Snowflake reports fiscal Q4 earnings Thursday after market close, with consensus expecting $906M in revenue and 32% growth. The real focus is fiscal 2025 guidance: Street models currently assume $3.43B in total revenue, implying 22% growth, the slowest in company history. If management raises that outlook by even 200 basis points and attributes the lift to AI tooling, the multiple re-rates. The stock trades at 9.2x forward revenue today versus a 14-18x range in 2021-2022, when growth exceeded 100%. A credible path back to 30% growth—even if only for two quarters—justifies 11-12x, or $185-200 per share from Tuesday's $167 close.
Operators should track two follow-on metrics in the Thursday call and the subsequent 10-Q filing, due by March 15th. First, remaining performance obligations growth, which signals contracted-but-not-yet-recognized revenue and offers a cleaner view of demand than reported sales. Second, the net revenue retention rate for customers spending over $1M annually; if the coding assistant is genuinely driving new workloads, that cohort should show acceleration after three quarters of deceleration. Both numbers will clarify whether this is durable monetization or a one-quarter head fake.
The embedded assistant now processes 1.2M queries daily across Snowflake's installed base, according to KeyBanc analysis published Monday. That's triple the November run rate and equal to 4% of total system queries. The real signal is the slope, not the base.