Ideas that move data teams forward

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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...
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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
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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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    8 min read

    Snowflake Cost Reporting Should Be as Flexible as the Questions We Ask

    Nurit Gal
    Nurit Gal
    Illustration of a balance scale holding a coral jar of gold coins under a bell on one side and a server block with a gauge and pause button on the other
    12 min read

    Snowflake Budgets vs Resource Monitors: Which to Use (2026)

    Akash Joshi
    Illustration of a coral monitor with a rising line chart and a bell, linked to bar chart, donut chart and gauge panels by glowing lines carrying gold coins
    18 min read

    Snowflake Cost Monitoring: Who Is Spending What, and How to Catch It Early (2026)

    Akash Joshi
    Illustration of a weekly calendar grid with warehouse blocks of different sizes, marked M, L and XL, placed on different days and hours
    7 min read

    Sizing a Snowflake Warehouse Shouldn’t Be a One-Time Guess

    Nurit Gal
    Nurit Gal
    Illustration of a coral meter linked to six floating feature icons, a gear, pipe, clock, magnifier, refresh arrow and database, with gold coins flowing into it
    8 min read

    Snowflake Serverless Costs: 2026 Rates for Every Feature

    Akash Joshi
    9 min read

    The $42,000 Waste Nobody Noticed: Why Snowflake Query Optimization Starts With Seeing

    Nurit Gal
    Nurit Gal
    Illustration of server blocks growing from small to large, each beside a stack of gold coins that grows with it, the largest block in coral
    9 min read

    Snowflake Warehouse Sizes and Credits per Hour (2026)

    Akash Joshi
    10 min read

    How to Reduce Snowflake Idle Time

    Nurit Gal
    Nurit Gal
    Illustration of a queue of spheres flowing into a row of identical server blocks, each extra block topped with a gold coin, the largest block in coral
    8 min read

    Snowflake Multi-Cluster Warehouses: Scaling Policies, Queuing and Cost (2026)

    Akash Joshi