Shortlist by what you need
Start here if you know why you are leaving Coginiti.
Want the closest match?
TextQLMost similar to Coginiti in what it does, its category and its price.
Visit (opens TextQL in a new tab)Need a free plan?
MetabaseHas a free plan, rated 3.8 out of 5. Coginiti has none.
Visit (opens Metabase in a new tab)Want the best rated?
OmniRated 4.3 out of 5 in our review, against 4.2 for Coginiti.
Visit (opens Omni in a new tab)
At a glance
Green means better than Coginiti, red means worse. Prices are starting prices per month.
| Tool | Our rating | Starts at | Free plan | Best for | Compare |
|---|---|---|---|---|---|
 CoginitiBaseline | 4.2 | $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. | |
| TextQL | 4.1−0.1 | Not listed | No | Builds a governed ontology over enterprise data so agents answer from the same definitions. | vs Coginiti |
| Omni | 4.3+0.1 | Not listed | No | A semantic layer with Git version control and branch mode for testing changes | vs Coginiti |
 CARTO | 4.3+0.1 | Not listed | No | Cloud-native GIS platform for spatial analysis that runs inside BigQuery, Snowflake, Redshift or Databricks, with AI Agents that answer location questions and build maps from natural-language prompts. | vs Coginiti |
 Google Looker | 4.3+0.1 | Not listed | No | A semantic modeling layer that defines metrics once, in code | vs Coginiti |
 Dremio | 3.8−0.4 | Not listed | No | A built-in AI agent ships out of the box, with MCP integration connecting Claude, ChatGPT, and Gemini directly to your lakehouse in minutes. | vs Coginiti |
 TimeXtender | 3.7−0.5 | 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 Coginiti |
| Metabase | 3.8−0.4 | Free | YesCoginiti has none | Metabase AI answers natural-language questions on every tier - including the free, self-hosted open-source edition - with inspectable, verifiable queries. | vs Coginiti |
 Danti | 3.8−0.4 | Not listed | No | Natural-language search across satellite imagery, news, and geospatial data for defense, insurance, and infrastructure teams. | vs Coginiti |
The alternatives in detail
In order of how closely each one matches Coginiti.
TextQL
4.1Not listed
vs Coginiti−0.1
Builds a governed ontology over enterprise data so agents answer from the same definitions.
- Governed ontology over enterprise data
- Ana conversational agent across legacy systems
- Data Apps built from the ontology
A governed ontology stops agents inventing their own definitions
No published pricing
Omni
4.3Not listed
vs Coginiti+0.1
A semantic layer with Git version control and branch mode for testing changes.
- One semantic layer grounding dashboards, spreadsheets, SQL, and AI chat consistently
- Branch mode tests semantic-model changes before merging, Git-versioned underneath
- MCP server extends the governed semantic layer to Claude, ChatGPT, and Cursor
Git-style branch testing on the data model is a genuinely distinct governance approach
Pricing isn't published, requires a demo or trial to get a quote
CARTO
4.3Not listed
vs Coginiti+0.1
Cloud-native GIS platform for spatial analysis that runs inside BigQuery, Snowflake, Redshift or Databricks, with AI Agents that answer location questions and build maps from natural-language prompts.
- AI Agents for location questions in plain language
- Maps created and used through natural language
- Runs on the customer's own models, endpoints and cloud
Data stays in the customer's own warehouse
No prices published; plans are quoted
Google Looker
4.3Not listed
vs Coginiti+0.1
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
Dremio
3.8Not listed
vs Coginiti−0.4
A built-in AI agent ships out of the box, with MCP integration connecting Claude, ChatGPT, and Gemini directly to your lakehouse in minutes.
- Built-in AI agent, ready out of the box
- MCP integration for Claude, ChatGPT, and Gemini
- AI Semantic Layer providing business context to agents
AI Semantic Layer gives agents real business context, not just raw table access
Pricing details beyond the trial aren't shown on the homepage
TimeXtender
3.7Not listed
vs Coginiti−0.5
"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
Metabase
3.8Free
vs Coginiti−0.4Free plan
Metabase AI answers natural-language questions on every tier - including the free, self-hosted open-source edition - with inspectable, verifiable queries.
- Metabase AI - natural-language querying on every tier, including free
- AI-guided exploration with drill-through root-cause analysis
- MCP server integration for broader AI workflows
AI querying available even on the free, self-hosted open-source tier
Pro and Enterprise tier pricing isn't shown on the landing page
Danti
3.8Not listed
vs Coginiti−0.4
Natural-language search across satellite imagery, news, and geospatial data for defense, insurance, and infrastructure teams.
- Natural-language search across satellite imagery, news, and geospatial datasets
- Multi-INT synthesis that cross-references several data sources per query
- Contextual linking between related images, reports, and analysis
Collapses a multi-tool analyst workflow (imagery, news, shipping data) into one query box
No published pricing makes budget planning harder for smaller commercial teams
FAQ
Questions people ask
Is Coginiti free?
Coginiti does not list a free plan. Paid plans start from $15.75/mo.
What is the best free alternative to Coginiti?
Metabase is the highest-rated alternative here with a free plan (3.8 out of 5).
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.