Databricks Genie Alternatives for Teams Whose Data Lives Outside the Lakehouse
Genie is Databricks' natural-language layer, and it only answers from tables governed in a Databricks workspace. If your questions live in Postgres, MySQL, Snowflake or BigQuery, AgentSQL connects read-only to that database, runs the SQL it wrote and returns a chart and a plain-English answer.
Read-only by design · shows the SQL every time · never trains on your data
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Reading the schema, writing SQL… Writing SQL… Running (read‑only)… SQL AgentSQL wrote
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A real MySQL shop: customers, products, orders and signups over the last year. AgentSQL writes the SQL, runs it read-only, and answers.
Direct answer
The best Databricks Genie alternative depends on where your data lives. If it sits in Postgres, MySQL, Snowflake or BigQuery, AgentSQL answers plain-English questions from that database directly, read-only, with the SQL shown, from $24 a month billed yearly. If you run on Snowflake and want a native option, Cortex Analyst meters per message. If you want a full BI layer with governed metrics, ThoughtSpot or Power BI Copilot fit better. Genie itself stays the right pick when the data already lives in Unity Catalog.
Where Databricks Genie is strong
Genie is excellent when your data is already in Unity Catalog. Curated Genie spaces let a data team define the tables, joins and instructions once, and business users then ask questions against governed data inside the Databricks workspace. Genie One and Genie Agents are free through 31 January 2027 (read from Databricks on 19 October 2026), which makes a pilot cheap. If your company runs its analytics on Databricks, it is the obvious first thing to try.
Where AgentSQL is the alternative
AgentSQL is for the team whose data is not in Databricks. It connects read-only to the PostgreSQL, MySQL, Snowflake or BigQuery database you already run, so there is no migration and no warehouse tier to move onto. It writes the SQL, runs it, returns a chart, a table and a one-line answer, and shows the exact query so a reviewer can check the number. Pricing is published: from $24 a month billed yearly, and Team is $59 a month billed yearly for up to 10 seats.
What Genie costs once the free window ends
Genie One and Genie Agents are free through 31 January 2027. After that, Genie bills $0.070 per DBU and each user gets 150 free DBUs a month, worth about $10.50 at that rate. The meter is not where the money goes. Genie writes SQL and a SQL warehouse runs it, and SQL Serverless is $0.70 per DBU, ten times the Genie rate. Service principals, which is how an embedded integration authenticates, are excluded from the free allowance and bill from the first question. Our Databricks Genie pricing breakdown works through each layer with the arithmetic, and the Cortex Analyst vs Genie comparison shows why the two cannot be forecast the same way.
That is why a pilot looks free and a rollout does not. Three analysts inside the allowance cost nothing. Fifty business users asking questions all day push warehouse hours that nobody budgeted. A flat per-seat price has no such step, which is the practical argument for an alternative once usage is real.
Which Genie alternative fits which team
- Your data is in Postgres, MySQL, Snowflake or BigQuery and you want answers without a BI project. AgentSQL. Read about the connectors for Snowflake and BigQuery, or see AgentSQL pricing.
- You are a Snowflake shop and want the vendor-native option. Snowflake Cortex Analyst meters per message, at 67 Platform Credits per 1,000 messages, which is 13.4 to 26.8 cents a question depending on edition. See Cortex Analyst pricing.
- You need governed metrics and dashboards for hundreds of users. A full BI platform such as ThoughtSpot or Power BI with Copilot is the better category, and it costs accordingly.
- Your data is already in Databricks and a data team curates it. Stay with Genie. We do not connect to Databricks, so AgentSQL is not a drop-in replacement there, and the Databricks vs Snowflake pricing piece covers the platform decision itself.
For the vendor's own description of what Genie spaces do and require, read the Databricks Genie documentation. The current DBU rates are on the Databricks pricing page.
How AgentSQL answers a question Genie would
A finance lead asks, "Which customers on the annual plan had a failed payment in the last 30 days, and what is the total at risk?" AgentSQL reads your schema, writes a read-only SELECT joining the subscriptions and payments tables, runs it against your database and returns a table, a chart and one sentence with the total. The SQL sits next to the answer, so an analyst can check the join before the number goes into a report. Nobody needed to curate a space first, and nothing was copied out of the database. The same text-to-SQL engine handles follow-ups such as "now split by plan".
›_ side by side
AgentSQL vs Databricks Genie, honestly.
| Dimension | AgentSQL | Databricks Genie |
|---|---|---|
| Where the data must live | Where it already is: PostgreSQL, MySQL, Snowflake or BigQuery, connected read-only. | Tables governed in a Databricks workspace (Unity Catalog). |
| What you pay for a question | A flat seat price, no per-question meter. | Genie bills $0.070 per DBU after the free window, plus the SQL warehouse compute that runs each query. |
| Compute underneath | Queries run on the database you already pay for. | Needs SQL Pro or Serverless compute. SQL Serverless is $0.70 per DBU, ten times the Genie rate. |
| Free allowance | Try the interactive console before connecting your own database. | Genie One and Agents free to 31 January 2027, then 150 free DBUs per user a month. Service principals are excluded. |
| Read-only by design | Connects read-only, so it cannot change or delete a row. | Governed by Unity Catalog permissions you configure. |
| Setup by a data team | Connect a database and start asking in a browser. | Best results come from curated Genie spaces a data team maintains. |
| Who it fits best | Operations, finance and product teams on an application or warehouse database. | Companies that standardized on Databricks. |
Comparison reflects our understanding of publicly available information and is meant to be fair. Vendors evolve; verify the latest before deciding.
›_ frequently asked
Databricks Genie questions, answered.
What are the best Databricks Genie alternatives?
It depends on where your data lives. AgentSQL answers plain-English questions from Postgres, MySQL, Snowflake or BigQuery, read-only. Snowflake Cortex Analyst fits Snowflake shops. ThoughtSpot and Power BI Copilot suit teams that want a governed BI layer. Genie remains the right choice when your data is already in Unity Catalog.
Is Databricks Genie free?
Genie One and Genie Agents are free for human users through 31 January 2027, then each user gets 150 free DBUs a month and usage above that bills at $0.070 per DBU. It is not free to run, because the SQL Genie writes executes on a SQL warehouse you pay for, and service principals are excluded from the allowance.
Does Databricks Genie need a SQL warehouse?
Yes. Genie needs SQL Pro or Serverless compute to execute the queries it writes. SQL Serverless is $0.70 per DBU on the price card, ten times the $0.070 Genie rate, so compute rather than the Genie meter decides the monthly bill.
Can AgentSQL query a Databricks warehouse?
Not today. AgentSQL connects read-only to PostgreSQL, MySQL, Snowflake and BigQuery. If your analytics data is in Databricks, Genie is the native option. If it sits in one of those four databases, AgentSQL answers from it directly with no migration.
How much does AgentSQL cost compared with Genie?
AgentSQL is a flat seat price, from $24 a month billed yearly, and Team is $59 a month billed yearly for up to 10 seats. Genie is priced in DBUs plus warehouse compute, so the total varies with usage and cannot be forecast from the price card alone.
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