# TimescaleDB: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 73 judge labels across 2 categories by 14 of 14 models. Page: https://it-ai-index.com/vendors/timescaledb/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Time series databases | 63% | 1 | 3% | 70 |
| Telemetry pipelines | 0% | 39 | 0% | 3 |

## What the models said for it

- "Recommendation for most mid-sized B2B: start with TimescaleDB/Tiger Data if you already use Postgres and need joins between telemetry and CRM/ERP/asset data" (Muse Glimmer 30B, Time series DBs)
- "For most small businesses and startups, TimescaleDB (if you want SQL simplicity) or VictoriaMetrics ... are the strongest budget-friendly choices." (DeepSeek V4 Flash, Time series DBs)
- "I'd recommend starting with TimescaleDB or InfluxDB Cloud due to their balance of features, ease of use, and managed options." (MiniMax M2.5, Time series DBs)
- "the best default is TimescaleDB/Tiger Cloud because it balances time-series performance with general database flexibility" (Perplexity Sonar, Time series DBs)

## And against it

- "TimescaleDB has lower raw write throughput compared to purpose-built engines like QuestDB for extreme ingest scenarios" (Claude Haiku 4.5, Time series DBs)
- "Avoid for massive IoT write-heavy workloads." (DeepSeek V4 Flash, Time series DBs)

## In its own words

What TimescaleDB's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Time-series, real-time analytics and events on Postgres (https://tigerdata.com/)
- For: sensor and machine data (https://tigerdata.com/)
- Price stated: free (https://www.tigerdata.com/pricing)
- Free plan or trial: Start a free trial (https://tigerdata.com/)
- Certifications: SOC 2 report, SOC 2 Type 2 report, HIPAA compliance, 100% PostgreSQL compatible, Open source
- Hosting: AWS, Azure
- Customers named: Fluke, Flogistix, Takton, Axpo, Speedcast, Replicated, Vessel, Julep

## What it publishes

Every page tigerdata.com exposes, read 2026-09-29: 1570 addresses. By kind, pages and the last 90 days:

- blog: 505 pages, 21 in the last 90 days, latest 2026-09-28
- case study: 46 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 11 pages, 0 in the last 90 days, latest 2020-04-30
- report or ebook: 2 pages, 0 in the last 90 days, latest 2023-07-05
- comparison: 44 pages, 1 in the last 90 days, latest 2026-08-26
- glossary or explainer: 250 pages, 5 in the last 90 days, latest 2026-09-25
- news or press: 4 pages, 1 in the last 90 days, latest 2026-09-21
- Recent: 2026-09-28 blog: 41 experiments 6 days what human was for https://www.tigerdata.com/blog/41-experiments-6-days-what-human-was-for
- Recent: 2026-09-25 glossary or explainer: Time series database high availability and disaster recovery https://www.tigerdata.com/learn/time-series-database-high-availability-and-disaster-recovery
- Recent: 2026-09-25 blog: Sizing your iiot table before you deploy https://www.tigerdata.com/blog/sizing-your-iiot-table-before-you-deploy
- Recent: 2026-09-21 news or press: Changelog https://www.tigerdata.com/docs/get-started/news/new
- Recent: 2026-09-18 glossary or explainer: Grid modernization data platform https://www.tigerdata.com/learn/grid-modernization-data-platform
- Recent: 2026-09-18 blog: Knowing when composite index earns write cost https://www.tigerdata.com/blog/knowing-when-composite-index-earns-write-cost

## 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.