# Percona Server for MongoDB: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/percona-server-for-mongodb

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [NoSQL databases](https://www.gane.ai/index/it/it-data/nosql-databases/index.md) | 0% | 26 | 0% | 2 |

## What the models said for it

- "provides a strong open-source drop-in replacement with extra enterprise-like features (auditing, hot backups) at zero cost" (Grok 4.20, NoSQL)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Percona Server for MongoDB, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- ones.com: 2
- ropstam.com: 2
- sourceforge.net: 2
- abbacustechnologies.com: 1
- alternativeto.net: 1
- builder.aws.com: 1
- capterra.com: 1
- capterra.com.au: 1
- cloudpricecheck.com: 1
- freetier.co: 1

### Pages cited

- https://ones.com/blog/top-10-free-nosql-database-software-worth-trying-now: 2
- https://ropstam.com/best-open-source-nosql-databases: 2
- https://abbacustechnologies.com/which-azure-database-is-the-cheapest: 1
- https://alternativeto.net/browse/all: 1
- https://builder.aws.com/content/3L2JpcVYmtzeYejrf2x4Npwcauw/nosql-on-aws: 1
- https://capterra.com.au/directory/32257/nosql-databases/pricing/free/software: 1
- https://capterra.com/nosql-databases-software: 1
- https://cloudpricecheck.com/guides/choosing-cloud-database: 1

## In its own words

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

- Positioning: Source-available, enterprise-grade MongoDB® compatible software (https://percona.com/)
- For: teams needing fast, embedded analytics on complex data (https://www.percona.com/partners/)

## What it publishes

Every page percona.com exposes, read 2026-09-29: 13415 addresses. By kind, pages and the last 90 days:

- blog: 5451 pages, 11 in the last 90 days, latest 2026-09-28
- case study: 82 pages, 9 in the last 90 days, latest 2026-09-21
- webinar or virtual event: 375 pages, 0 in the last 90 days, latest 2021-07-23
- conference or event: 3545 pages, 0 in the last 90 days, latest 2022-11-02
- report or ebook: 31 pages, 0 in the last 90 days, latest 2018-06-30
- comparison: 105 pages, 0 in the last 90 days, latest 2026-06-15
- template or tool: 11 pages, 0 in the last 90 days, latest 2026-04-10
- glossary or explainer: 14 pages, 0 in the last 90 days, latest 2026-03-16
- podcast or video: 1 pages, 0 in the last 90 days, latest 2021-02-24
- news or press: 8 pages, 0 in the last 90 days, latest 2018-10-09
- Recent: 2026-09-28 blog: When pt online schema change where meets galera understanding chunk auto resize and flow control https://www.percona.com/blog/when-pt-online-schema-change-where-meets-galera-understanding-chunk-auto-resize-and-flow-control
- Recent: 2026-09-28 blog: Pgq and pgque workflow engines you might need in postgresql https://www.percona.com/blog/pgq-and-pgque-workflow-engines-you-might-need-in-postgresql
- Recent: 2026-09-21 blog: Vector distance vector similarity search in percona server for mysql https://www.percona.com/blog/vector-distance-vector-similarity-search-in-percona-server-for-mysql
- Recent: 2026-09-21 case study: How optimum instruments partnered with percona to ensure reliable data availability https://www.percona.com/customer-story/how-optimum-instruments-partnered-with-percona-to-ensure-reliable-data-availability
- Recent: 2026-09-21 case study: Protectall manages its critical applications and data with percona https://www.percona.com/customer-story/protectall-manages-its-critical-applications-and-data-with-percona
- Recent: 2026-09-21 case study: Couponcabin balances operational performance and responsibility through partnership with percona for postgresql migratio https://www.percona.com/customer-story/couponcabin-balances-operational-performance-and-responsibility-through-partnership-with-percona-for-postgresql-migration-and-managed-services

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.