Ideas that move data teams forward

min read

Your AI Agents Are Paying for Missing Context

Yaniv Leven
Yaniv Leven
Horizon Context is now in public preview. Here’s what it costs (as far as the docs say), and how tags, lineage and ownership turn it into a cost tool Picture a finance team with seven tables that have revenue in the name. Three are sandbox copies, two are staging, and...
Illustration of a tap dropping single gold coins into a glass beside a coral treasure chest full of coins linked to an hourglass, contrasting pay as you go with prepaid capacity
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Snowflake On-Demand vs Capacity: Credits, Rollover and Renewal (2026)

Akash Joshi
Snowflake capacity pricing means you buy a set dollar amount of usage up front and spend it down at order-form rates. On-demand pricing means list price, invoiced monthly in arrears. Beyond your capacity balance, Snowflake’s usage view describes the excess as...
Illustration of three bill cards of increasing size on separate platforms, each with a taller stack of gold coins, the middle card highlighted in coral
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Snowflake Pricing Examples: Three Worked Monthly Bills (2026)

Akash Joshi
A Snowflake bill is credits times a price per credit, plus storage by the terabyte, data transfer and, for AI, a separate AI Credit. These three illustrative Snowflake pricing examples build one month line by line, without data transfer or unlisted lines: a small team...
min read

Correct Isn’t the Same as Cheap

Yaniv Leven
Yaniv Leven
AI agents can now write your SQL and pipelines. The checks around them need to cover spend, not just accuracy. A growing share of the SQL running in our warehouses wasn’t typed by a person. It came from a copilot in the IDE, an agent building a dbt model, or a...
Illustration of a coral cloud above a server block with a translucent dome covering most of it, and only the part above the dome dripping gold coins, showing the free cloud services allowance
min read

Snowflake Cloud Services Credits: How the 10% Rule Works (2026)

Akash Joshi
Snowflake cloud services credits are billed only on days when cloud services use passes 10% of that day’s virtual warehouse credits. Even then, you pay only for the excess. Snowflake works this out for each UTC day, and serverless usage does not count toward the...

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    AI-powered transformation of data engineering - from complex technical workflows to streamlined natural language development, perfectly representing Snowflake Cortex Code's value proposition.
    6 min read

    Snowflake Cortex Code: Complete Guide to Features, Pricing & Implementation (2026)

    Yaniv Leven
    Yaniv Leven
    A split-screen showing SQL code with ALTER SESSION SET QUERY_TAG on one side and a real-time cost dashboard on the other, using brand colors for syntax highlighting
    4 min read

    Snowflake Query Tags: Implementation Guide with Python, dbt & SQL Examples

    Yaniv Leven
    Yaniv Leven
    Snowflake Cortex Agent Cost is a Black Box. And Snowflake AI Observability shed some light onto it.
    6 min read

    Snowflake AI Observability for Cortex Agents: Tracking Token-Level Costs with SQL

    Seemore Team
    Guy Biecher
    Auto- clustering in scale with AI recommendation
    7 min read

    Intelligent Snowflake Auto Clustering: How to Optimize Auto-Clustering at Scale with AI

    Seemore Team
    Guy Biecher
    Illustration showing a global cloud data ecosystem with DoiT and SELECT connected at the top, and multiple cost intelligence layers below—representing how different players share the data cost optimization market.
    6 min read

    Data Tools Keep Changing Hands. Your Shortlist Probably Has Not.

    Nurit Gal
    Nurit Gal
    An infographic titled 'Snowflake Warehouse Optimization in 2026' highlighting four key strategies: Right Sizing, Multi-Cluster Strategies, Gen1 vs Gen2 Warehouses, and Auto-Suspend configuration, all part of an Automated Platform.
    11 min read

    How to Automate Snowflake Warehouse Optimization (2026 Guide)

    Matan Avneri
    Snowpipe pricing announcement in Snowflake summit 2025
    4 min read

    How Snowflake’s New Snowpipe Pricing Cut Costs by 80–95% (With Queries to Measure It Yourself)

    Seemore Team
    Guy Biecher
    Tablet showing the ebook cover 'Planning Your Snowflake 2026 Budget: A Strategic Guide for Data Leaders'
    3 min read

    Planning Your 2026 Snowflake Budget: The Guide Every CDO Needs

    Nurit Gal
    Nurit Gal
    Diagram showing Snowflake Intelligence architecture, including data sources flowing into Cortex Analyst, Cortex Search, Document AI, and Cortex AI Functions, with Cortex Agents delivering answers to the user
    3 min read

    Snowflake Intelligence: Transform Your Data into Actionable Insights with AI Agents

    Matan Avneri