---
title: "Snowflake's agents dodge the spending caps that made them safe to buy"
description: "Snowflake sold agent spending caps as the feature that makes runaway AI bills safe to run; its consumption billing means a cap that binds gives back revenue and a cap that does not leaves the churn with Snowflake. Three weeks before the December 2 print, with the stock 20% off its high, which design the company actually ships prices the stock."
publisher: "The Inference"
section: "Platforms"
published: 2026-11-11T15:10:27.444Z
modified: 2026-11-11T15:10:27.444Z
canonical: https://theinference.org/article/the-information-reports-snowflake-and-hubspot-are-avoiding-ai-spending-caps-that-bind
language: en
keywords: "Snowflake, AI Agents, Earnings, Software, Billing"
---

# Snowflake's agents dodge the spending caps that made them safe to buy

> Snowflake sold agent spending caps as the feature that makes runaway AI bills safe to run; its consumption billing means a cap that binds gives back revenue and a cap that does not leaves the churn with Snowflake. Three weeks before the December 2 print, with the stock 20% off its high, which design the company actually ships prices the stock.

The Information reports that [Snowflake](https://theinference.org/markets/companies/snowflake), [HubSpot](https://theinference.org/markets/companies/hubspot) and other software vendors are [avoiding AI spending caps that bind](https://www.theinformation.com/articles/hubspot-snowflake-others-avoiding-ai-spending-caps) [2]. That cuts at [the feature Snowflake shipped on November 10](https://theinference.org/article/snowflake-shipped-ai-spending-caps-as-a-13-drop-priced-in-amazon-s-and-oracle-s-capex) to make its CoCo and CoWork agents safe to buy [1]. Snowflake bills by consumption, so the two cap designs pay out in opposite ways: a hard cap is revenue the company gives back, and a soft one leaves the runaway bill with the customer and the churn with Snowflake. [The December 2 report](https://finance.yahoo.com/markets/stocks/articles/snowflake-20-off-september-high-153533113.html) is where the market prices which design Snowflake actually ships [1].

## The caps sit on the wrong side of Snowflake's incentive

The mechanism runs in three steps. Every query from Snowflake's agents runs on Snowflake compute, so agent adoption arrives as paid usage [1]. Customers know that, which is why caps work as a trust feature. But if the caps are advisory, agent usage grows without limit on Snowflake compute, which is exactly the growth management wants; the customer holds the runaway bill, and Snowflake holds the renewal risk. Management credits AI products with about half of its growth acceleration, so the constraint the cap design puts on that growth is the load-bearing question in the print.

## The margin math leaves no room for a stumble

Agent queries that run unbound also cost more to serve. Gross margin slipped to 67.0% from 67.5% a year earlier, stock compensation ran $456 million or 29.5% of revenue, and [the GAAP operating loss was $263 million against $1.49 billion of product revenue, up 37%](https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001640147) [1]. With that much of the cost line paid in stock, agent growth has to arrive as cash, not just usage, for the premium over the broader software group to hold [1].

*Chart: **Agent-serving costs have taken Snowflake's gross margin back to two years ago** Gross margin as a percent of revenue over eight quarters, Snowflake, Q3 FY2024 to Q2 FY2026*

*Agent-serving costs have taken Snowflake's gross margin back to two years ago [5]*

## The one filing in the window is neutral

The only filing in the window says nothing about any of this: Snowflake director Michael Speiser [sold about 50,700 shares for roughly $14.2 million on November 6](https://www.sec.gov/Archives/edgar/data/1640147/000143364426000018/0001433644-26-000018-index.htm), under a 10b5-1 trading plan adopted in December 2024 [3][4]. A scheduled sale is not a signal, and this one matters only because it is all there is between the cap reports and the print.

## What the December 2 print must show

The stock sits more than 20% below its September 3 high [1], so the bar is already set. The print needs three things: cap language in the agent contracts, churn that says customers were not burned by an unbounded bill, and a gross margin that holds near 67% as agent usage scales [1]. One clause decides which branch of the story is true.

## Takeaway

Snowflake's consumption billing makes the design of its agent spending caps a revenue question: a hard cap gives back usage, a toothless one parks the churn risk with customers. Which design the December 2 print reveals, against a 67% gross margin and a stock 20% off its high, is what prices the stock.

## Sources

1. [Yahoo Finance, "Snowflake Is 20% Off Its September High. Its December 2 Report Must Prove AI Growth Sticks", 10 November 2026](https://finance.yahoo.com/markets/stocks/articles/snowflake-20-off-september-high-153533113.html)
2. [The Information, "Why HubSpot, Snowflake and Others Are Avoiding AI Spending Caps", 10 November 2026 (headline and timestamp verified; full report behind a paywall)](https://www.theinformation.com/articles/hubspot-snowflake-others-avoiding-ai-spending-caps)
3. [SEC Form 4, Snowflake Inc., Michael L. Speiser, filed 10 November 2026 (accession 0001433644-26-000018)](https://www.sec.gov/Archives/edgar/data/1640147/000143364426000018/0001433644-26-000018-index.htm)
4. [SEC Form 4, Snowflake Inc., Michael L. Speiser, filed 10 November 2026 (accession 0001433644-26-000019)](https://www.sec.gov/Archives/edgar/data/1640147/000143364426000019/0001433644-26-000019-index.htm)
5. [Snowflake, quarterly figures from its SEC filings, retrieved 11 November 2026](https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001640147)


---

Snowflake's agents dodge the spending caps that made them safe to buy — The Inference. Canonical: https://theinference.org/article/the-information-reports-snowflake-and-hubspot-are-avoiding-ai-spending-caps-that-bind
