Altimate Lite for Snowflake

Snowflake Cortex AI Cost Breakdown by Service, User, and Model

Altimate Lite gives you a Snowflake Cortex AI cost breakdown by service, user, and model, then drills into single calls. Usage data never leaves the account.

Snowflake Cortex AI cost breakdown by service, user, and model
TL;DR
  • What it is. Altimate Lite for Snowflake, an app from the Snowflake Marketplace that prices every Cortex feature you use from the usage data Snowflake already records. It installs in under five minutes. No extra setup needed.
  • Who it is for. Data platform leads, FinOps managers and AI engineers. Anyone who answers for a Cortex line nobody can currently break apart.
  • What you get. Your Cortex Cost Breakdown split by service, by user, and by model.

See What Each Cortex Service Costs You

Altimate Lite runs entirely inside your Snowflake account, and its AI Services page is where the Cortex line comes apart. The app reports each feature on its own, because they bill for different things. Cortex is one half of what the app prices, and the Altimate Lite overview has the warehouse half.

ServiceWhat it bills for
AI SQL FunctionsLLM tasks run as SQL functions, directly on your data
Cortex Analystplain-English questions answered against a semantic model
Cortex Searchsearch over your own documents and unstructured data
Cortex Agentsan orchestrated agent combining Analyst and Search
Snowflake Intelligencethe natural-language interface for exploring data
Cortex Codethe AI coding assistant for SQL and Python
Fine-tuningcustomizing a base model on your own data

For the window you pick, the page gives you five things at a glance:

  • Total AI cost, in dollars.
  • Token count, split into input and output.
  • Active users, how many people used Cortex at all.
  • Services used, how many of the seven you actually touched.
  • A daily cost trend, stacked by service.

Under that, the page ranks every service by spend and gives its share of the total.

The Snowflake Cortex AI cost breakdown on the AI Services page, showing $2.67 of total AI cost, 416.0K total tokens with the input and output split, 4 active users, an AI Services Used tile, a daily cost chart stacked by service, and a Spend by service table ranking Cortex Analyst at $2.21 and 76.1% of spend above Cortex Code, AI SQL Functions, Fine-tuning, and Cortex Search.

Start with the share column before the cost column. On the account above, Cortex Analyst is 76.1% of all Cortex spend. One service is nearly the whole Cortex line. Fixing Analyst usage is the only work worth doing. The other four services together are the remaining quarter, and they can wait. If instead the top service came in at 30%, spend is spread out and there is no single thing to fix.

Filter the Snowflake Cortex AI Cost Breakdown by Service

Services, Users, and Models are three tabs over the same window, each a ranked table with a share-of-total column. The Service, User, and Model filters above them combine. One service plus one model is a single slice, and every figure on the page redraws around it.

Export CSV then pulls every matching row for the current filter, not just the rows on screen. That turns "which model is driving the Analyst bill for the growth team" into three clicks.

Click any row and the drill-down reaches the individual calls behind the total.

AI SQL Functions drill-down showing $0.09 of cost over 30 days, 48.9K tokens, 190 queries, 0.88 credits per million tokens, a daily spend chart scoped to that slice, and an Activity table of 190 rows carrying query ID, user, function, model, role, tokens, pages, cost, and completion time.

How deep that table goes depends on what Snowflake reports for the service:

ServiceWhat one row isWhat it carries
AI SQL Functions, Cortex Code, Agents, IntelligenceOne callQuery ID or Request ID, plus user, function, model, tokens
Cortex AnalystOne userA Requests count in place of tokens, because Snowflake reports hourly request counts per user
Cortex SearchOne named search serviceA Tag marking query-time or indexing-time credits, because no user or request id exists

Trace Snowflake Cortex Cost to Each Service, User, or Model

  • A service split. Every Cortex feature the app tracks on its own line, with its share of total spend beside it.
  • A user and model split. Two more ranked views over the same window, filterable together with the first.
  • Call-level evidence. A drill-down that stops exactly where Snowflake's own reporting stops.
Where the dollar figure comes from

Snowflake bills Cortex in credits. Every dollar on this page is a conversion, and the page names the rate it used. Most features draw on the AI Credit pool, priced from your account's own invoiced AI spend. Where that history does not exist, the app falls back to Snowflake's published $2.00 per credit for global routing and $2.20 for regional. Fine-tuning and Cortex Analyst bill regular compute credits at your account's actual rate. When no reliable rate exists, the page shows credits and refuses to guess at dollars.

Cortex is one half of what Altimate Lite prices. The other half is compute, and Auto Tune cuts idle Snowflake warehouse spend from the same install.

How the rate is set for each credit pool is in the AI Services guide.

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