Shortlist by what you need
Start here if you know why you are leaving TextQL.
Want the closest match?
CoginitiMost similar to TextQL in what it does, its category and its price.
Visit (opens Coginiti in a new tab)Want the best rated?
Google LookerRated 4.3 out of 5 in our review, against 4.1 for TextQL.
Visit (opens Google Looker in a new tab)
At a glance
Green means better than TextQL, red means worse. Prices are starting prices per month.
| Tool | Our rating | Starts at | Free plan | Best for | Compare |
|---|---|---|---|---|---|
 TextQLBaseline | 4.1 | Not listed | No | Builds a governed ontology over enterprise data so agents answer from the same definitions. | |
| Coginiti | 4.2+0.1 | $15.75/mo | No | Coginiti pairs an AI SQL assistant with a governed semantic layer so data teams and AI agents work from the same trusted metrics. | vs TextQL |
 TimeXtender | 3.7−0.4 | Not listed | No | "The Control Layer for AI-Ready Data" - Xpilot Analytics lets you chat with your governed data, and an MCP Server connects it directly to AI tools and agents. | vs TextQL |
| Google Looker | 4.3+0.2 | Not listed | No | A semantic modeling layer that defines metrics once, in code | vs TextQL |
 Zenlytic | 4.2+0.1 | Not listed | No | Zoë, an AI analyst that produces board-ready documents, not just charts | vs TextQL |
 Dawiso | 3.8−0.3 | Not listed | No | A data catalogue that exposes its glossary to AI agents over MCP. | vs TextQL |
 Promethium | 3.8−0.3 | Not listed | No | Makes enterprise data AI-ready through a universal query engine, a context hub and a Trust Harness, so agents answer from governed data. | vs TextQL |
 Snowflake Cortex Analyst | 4.2+0.1 | Not listed | No | Conversational querying built into Snowflake's cloud data warehouse | vs TextQL |
 Supersimple | 4.1Same | Not listed | No | Self-service business intelligence with governed definitions and permission-aware answers. | vs TextQL |
The alternatives in detail
In order of how closely each one matches TextQL.
Coginiti
4.2$15.75/mo
vs TextQL+0.1
Coginiti pairs an AI SQL assistant with a governed semantic layer so data teams and AI agents work from the same trusted metrics.
- AI SQL assistant for query generation and optimization
- Governed semantic layer shared between humans and AI agents
- Connectors to 21+ database and warehouse platforms
Broad database connector coverage spans legacy and modern platforms
No perpetual free plan, only a 14-day trial
TimeXtender
3.7Not listed
vs TextQL−0.4
"The Control Layer for AI-Ready Data" - Xpilot Analytics lets you chat with your governed data, and an MCP Server connects it directly to AI tools and agents.
- Xpilot Analytics - conversational AI queries on governed data
- MCP Server for connecting data to AI tools and agents
- Metadata-driven AI/ML pipeline generation and data discovery
Grounds AI answers in governed definitions rather than raw, undocumented tables
No published pricing - requires booking a demo
Google Looker
4.3Not listed
vs TextQL+0.2
A semantic modeling layer that defines metrics once, in code.
- LookML semantic modeling layer for governed metric definitions
- Metrics defined once, consistent across every dashboard
- Native integration with BigQuery and Google Cloud data services
Strong metric governance and consistency across an organization
No free tier or transparent self-serve pricing
Zenlytic
4.2Not listed
vs TextQL+0.1
Zoë, an AI analyst that produces board-ready documents, not just charts.
- Zoë, an AI data agent producing full analyses, not just charts
- Git-native semantic layer with branching and pull-request review
- Citations linking every number to its source data and calculation
Produces genuinely finished documents, not just raw charts or numbers
No free tier or transparent self-serve pricing
Dawiso
3.8Not listed
vs TextQL−0.3
A data catalogue that exposes its glossary to AI agents over MCP.
- Automated metadata scanning across 40+ platforms
- Business glossary for organisation-wide term definitions
- Interactive data lineage visualisation
Serves governed context to AI agents, not just to people
'50% less than other solutions' is a comparison with no figure
Promethium
3.8Not listed
vs TextQL−0.3
Makes enterprise data AI-ready through a universal query engine, a context hub and a Trust Harness, so agents answer from governed data.
- Universal Query Engine reaching data without consolidation
- 360 degree Context Hub supplying semantic meaning
- Trust Harness governing AI output
Semantic context is what makes AI answers correct rather than plausible
No public pricing - enterprise sales
Snowflake Cortex Analyst
4.2Not listed
vs TextQL+0.1
Conversational querying built into Snowflake's cloud data warehouse.
- Natural-language querying grounded in Snowflake's data warehouse
- No separate data connection or governance setup required
- Built for organizations already using Snowflake
Native grounding in already-governed Snowflake data
No free tier or transparent self-serve pricing
Supersimple
4.1Not listed
vs TextQLSame
Self-service business intelligence with governed definitions and permission-aware answers.
- Plain-language questions answered across the data warehouse
- Answers grounded in governed metric definitions rather than inferred ones
- Permission-aware search that respects existing access controls
Governed definitions solve the trust problem that sinks most NL-BI tools
Requires an existing warehouse with defined metrics to be useful
FAQ
Questions people ask
Is TextQL free?
TextQL does not list a free plan. Check its pricing page for current plans.
What is the cheapest alternative to TextQL?
Among paid plans, Coginiti has the lowest starting price (from $15.75/mo).
How did you pick these alternatives?
We match tools on what they do, their category and their price, using the details in our directory. Ratings come from our reviews and reader reviews.