# Querio: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 2 judge labels across 1 categories by 2 of 14 models. Page: https://it-ai-index.com/vendors/querio/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Embedded analytics | 2% | 17 | 0% | 2 |

## What the models said for it

- "Metabase (especially with static embeds) and Querio are the top recommendations for companies with limited budgets" (Mistral Small, Embedded analytics)
- "Querio: best when I want warehouse-native analytics, inspectable SQL/Python, and file-based governance" (Muse Glimmer 30B, Embedded analytics)

## In its own words

What Querio's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Querio is an AI-native analytics platform where people and AI agents query warehouse data through a reactive SQL and Python notebook, with metrics and definitions stored as files. (https://querio.ai/)
- For: Business users (https://querio.ai/)
- Price stated: Startup, Core, Enterprise (https://querio.ai/)
- Starting price: $500 per month (https://querio.ai/)
- Free plan or trial: Get started for free (https://querio.ai/)
- Integrations claimed: 5 (https://querio.ai/pricing)
- Certifications: SOC 2 Type II compliance, SOC2, HIPAA, ITAR compliance, SOC 2 Type II, SOC 2, GDPR
- Customers named: OpenVPN, Growdash, Agree.com, Passport, Total Primary Care, Physicians Choice, Anthropic, OpenAI

## What it publishes

Every page querio.ai exposes, read 2026-09-29: 961 addresses. By kind, pages and the last 90 days:

- blog: 686 pages, 8 in the last 90 days, latest 2026-09-24
- case study: 17 pages, 15 in the last 90 days, latest 2026-09-24
- report or ebook: 17 pages, 9 in the last 90 days, latest 2026-09-24
- comparison: 102 pages, 4 in the last 90 days, latest 2026-09-24
- template or tool: 2 pages, 0 in the last 90 days, latest 2025-09-06
- glossary or explainer: 32 pages, 4 in the last 90 days, latest 2026-08-31
- Recent: 2026-09-24 blog: Jitter didn t die people just got bored https://querio.ai/blog/jitter-didn-t-die-people-just-got-bored
- Recent: 2026-09-24 blog: Your shitty internal claude app is not going to save your job https://querio.ai/blog/your-shitty-internal-claude-app-is-not-going-to-save-your-job
- Recent: 2026-09-24 comparison: Request driven vs event driven architecture https://querio.ai/blog/request-driven-vs-event-driven-architecture
- Recent: 2026-09-24 report or ebook: Dl 3 computational notebooks aaaa https://querio.ai/blog/dl-3-computational-notebooks-aaaa
- Recent: 2026-09-24 case study: Physicial choice https://querio.ai/case-studies/physicial-choice
- Recent: 2026-09-24 case study: Novafruit https://querio.ai/case-studies/novafruit

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.