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Vector Databases · Reviewed 19 Oct 2026

Tiger Data

Managed and self-hosted PostgreSQL for time-series, events, and analytics.

from $30 · free tier · tigerdata.com ↗

Paid against free › Vector Databases › Tiger Data

Tiger Data at a glance

SEO analysis

Collected Oct 19, 2026

tigerdata.com: an estimated 238,732 total monthly visits and about 22,384 monthly organic visits across 6,026 ranking keywords. Scout crawled 15 pages and measured a technical health score of 96/100.

238.7KEstimated total trafficModeled monthly visits6KRanking keywordsPublic search sample96/100Technical health15 pages checked8.4KReferring domainsLive backlink summary

Overview

01

Summary

The useful answer before the supporting detail.

Tiger Data provides PostgreSQL-based database solutions for time-series, events, and analytics, from the creators of TimescaleDB S8. It serves developers and enterprises handling machine data, such as IoT and observability workloads, with a managed cloud service and self-hosted options S1. The platform offers features like hypertables, continuous aggregates, and columnar storage to manage large volumes of time-series data efficiently S15 S67.

02

Product identity and positioning

Name, category, positioning, audience, and first-party claims.

  • Identity: Tiger Data is a PostgreSQL platform for time-series, events, and analytics S8.
  • Core purpose: It solves the problem of storing and querying large volumes of machine-generated time-series data S1.
  • Intended users: Developers and enterprises processing machine data, such as IoT and observability workloads S1 S150.
  • Product scope: Includes Tiger Cloud (managed) and self-hosted TimescaleDB S1 S67.
  • Positioning: Positioned as the operational data layer for the physical world S1.
  • Claimed distinction: Claims to be the fastest PostgreSQL for developers S1.
03

Use cases and audiences

Who the product serves and the jobs it is designed to handle.

AudiencePractical use case
IoT companiesIngest and analyze sensor data from thousands of assets S149.
Observability platformsStore and query logs and metrics for monitoring S150.
Smart grid operatorsUnify SCADA, AMI, PMU, and DERMS telemetry into one database S106.
Maritime data platformsMigrate and query vessel position data at scale S149.

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
HypertablesAutomatically partition time-series data for fast reads and writes S15.
Continuous aggregatesPre-compute and incrementally refresh rollups for instant dashboards S67.
Columnar storageStore data in columnar format with compression for analytics S15.
Automated tieringMove older data to low-cost object storage automatically S67.
HyperfunctionsProvide 200+ SQL functions for time-based analytics S15.
AI agent integrationUse MCP server to let AI assistants manage databases S144.
Search capabilitiesRun keyword, vector, and hybrid search within the database S67.
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
REST APIAPIProgrammatically manage and query Tiger Cloud services S8.
Tiger CLICLICreate, manage, and connect to database services from the terminal S8.
MCP serverAI interfaceLets AI assistants create services, run queries, and check connections S144.
Kafka, S3, and other Postgres databasesIntegrationStream data into hypertables for real-time ingestion S67.
Lakehouse connectorsIntegrationKeep database, lakehouse, and streams in sync S67.

Pricing

11

Pricing and plans

Published plans, free access, trials, credits, and pricing limitations.

Plan or offerVerified price and billingIncludedLimits
PerformanceCompute from $30/month, monthly billing S68Storage priced at $0.177/GB-month S68Not established
ScaleCompute from $36/month, monthly billing S68Storage priced at $0.212/GB-month; SSO S68Not established
Low-cost storage tier$0.021/GB-month S68Tiered storage S68Not established
Free trial30-day free trial S68Not establishedNot established

Competition

12

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
newrelic.com111high cardinality
cybrosys.com111methods of time series forecasting
netdata.cloud112high cardinality
forge.coreweave.com112methods of time series forecasting
hydrolix.io113high cardinality
itl.nist.gov113methods of time series forecasting
experienceleague.adobe.com114high cardinality
datacamp.com114methods of time series forecasting
tdengine.com115high cardinality
statslab.cam.ac.uk115methods of time series forecasting

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

No supporting public-page evidence was collected for this category.

Independent review sources discovered

No links to supported independent review platforms were discovered on the collected pages.

14

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

  • Estimated current generative-AI referral share: 0.9%
MonthSource
—All AI assistants

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
other[](/case-studies/fluke)[](/blog/how-flogistix-by-flowco-reduced-infrastructure-management-costs-by-66-with-tiger-data)[](/blog/how-startup-takton-shipped-just-two-months-tiger-data)[](/case-studies/axpo)[](/blog/how-speedcast-built-a-global-communications-network-on-tiger-lake)[](/blog/replicated-securebuild-delivering-zero-cve-software-at-enterprise-scale-with-tigerdata)[](https://vesselapi.com/blog/mongodb-to-timescaledb-migration)[](/blog/tiger-powers-juleps-ai-platform-with-postgres-native-infrastructure)https://www.tigerdata.com/
featuresTiger Powers Julep’s AI Platform with Postgres-Native Infrastructure for Scalable Memory, Real-Time Reasoning, and Multi-Step Task Automationhttps://www.tigerdata.com/blog/tiger-powers-juleps-ai-platform-with-postgres-native-infrastructure
features[](https://www.x.com/intent/tweet?url=https://www.tigerdata.com/blog/tiger-powers-juleps-ai-platform-with-postgres-native-infrastructure&text=)[](https://www.linkedin.com/sharing/share-offsite/?url=https://www.tigerdata.com/blog/tiger-powers-juleps-ai-platform-with-postgres-native-infrastructure)[](https://news.ycombinator.com/submitlink?u=https://www.tigerdata.com/blog/tiger-powers-juleps-ai-platform-with-postgres-native-infrastructure)https://www.tigerdata.com/blog/tiger-powers-juleps-ai-platform-with-postgres-native-infrastructure
features**Julep AI** is an open-source platform that lets developers compose and run sophisticated agentic AI workflows, providing a backend so agents can remember past interactions and orchestrate complex, multi-step tasks at scale. Founded by veteran AI builder **Diwank Tomer**, Julep targets teams that need multi-step reasoning, tool integrations, and rich context windows for their AI, all without wrestling with undifferentiated backend infrastructure. The platform manages long-term memory, branching logic, parallel tool calls, and real-time monitoring so developers can focus on their AI logic instead of reinventing plumbing.https://www.tigerdata.com/blog/tiger-powers-juleps-ai-platform-with-postgres-native-infrastructure
featuresIn short, Julep’s data architecture had to unify time-series event tracking and vector search, with high performance and minimal ops overhead. The typical approach for AI apps is to juggle multiple systems (analytics DB, vector DB, cache, etc.), but that introduces synchronization headaches and stale data. Diwank’s team was determined to avoid this complexity. As he puts it, “All roads lead back to Postgres,” so they set out to push Julep’s state, memory, and observability entirely into Tiger Data’s PostgreSQL platform.https://www.tigerdata.com/blog/tiger-powers-juleps-ai-platform-with-postgres-native-infrastructure
features\✅ \
features\✅ \

These are first-party product claims, not independent measurements of AI-search visibility.

15

Marketing opportunities

Actions calculated directly from the collected evidence.

OpportunityRecommended actionEvidence
Competitor gapReview the sampled queries where newrelic.com appears.1 first-page appearances across high cardinality

Website intelligence — Collected evidence

Website evidence gaps

  • customers: no usable public page was collected; verify whether the site publishes this evidence.
  • reviews: no usable public page was collected; verify whether the site publishes this evidence.
  • changes: no usable public page was collected; verify whether the site publishes this evidence.
  • identity: no usable public page was collected; verify whether the site publishes this evidence.
  • technical: no usable public page was collected; verify whether the site publishes this evidence.

Trust and proof

16

Customers, proof, and reviews

Published proof, customer signals, and review evidence.

Independent reviews

No citation-grounded independent review links were found.

Customer proof

No named customers, testimonials, or customer case studies were found.

Independent mentions

  • Postgres for sensor and machine data — # Postgres for sensor and machine data ... Factories, wells, grids, and fleets run on live machine data. Tiger Data keeps it performant and scalable in one Postgres. ... Data grows every second your machines run. Our capabilities let Postgres ingest it fast, store years of it cheaply, and query live and historical data together.
  • Who We Are and What We Believe In / Tiger Data — # The operational data layer for the physical world ... We started in 2015 building an IoT platform. Machine data arrived continuously, from sensors we didn’t control, at volumes that kept growing. Every database forced a choice: reliable transactions or time-series scale. Splitting the two meant more infrastructure, more pipelines, and more ways for the data to disagree with itself. ... So we chose Postgres. Boring, reliable, and endlessly extensible, it was the foundation we could trust. Then
  • Tiger Pricing — ### Performance Starting at $30/month For new applications and internal tools that need strong performance without complexity. Hourly billing with zero friction to get started. ... to 16 TB disk storage per service - Up to 5K IOPS, 250 MB/s throughput
  • Managed Postgres that keeps up with your machines — # Managed Postgres that keeps up with your machines Ingest, storage, live and historical queries, backups, upgrades, and scaling, handled for you at petabyte scale on Tiger Cloud. ... ### 99.9% uptime SLA Monthly guarantee for HA Replicated services
  • Get started with Tiger Data / Tiger Data Docs — Tiger Data delivers PostgreSQL optimized for time-series, analytics, and AI workloads. Ingest millions of rows per second, query terabytes in milliseconds, and reduce storage costs by up to 98%, all with the PostgreSQL you already know.
  • Timescale Becomes Tiger Data, Defining a New Standard as the Fastest PostgreSQL Platform for Modern Applications / Tiger Data — # Timescale Becomes Tiger Data, Defining a New Standard as the Fastest PostgreSQL Platform for Modern Applications ... NEW YORK, NY, UNITED STATES, June 17, 2025 – Tiger Data, formerly known as Timescale, today announced its new name to reflect the company’s evolution into the fastest PostgreSQL platform for modern workloads. ... With more than 2,000 customers across 25 countries, over 3 million active databases, and mid 8-digit ARR (>100% growth year over year)—TigerData powers mission-critical
  • Tiger Data Brand / Tiger Data — Tiger Data Brand / Tiger Data # Tiger Data logo PNG
  • Explore Tiger Data Success Stories / Tiger Data — Stories / Tiger Data # Customer Success Stories Over 3 million Tiger Data databases power loT, sensors, Al, dev tools, crypto, and finance apps of all sizes — all on PostgreSQL. 35x Faster queries Company 1.6M Data points/min Company 7x Storage

External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.

17

Company, security, and trust

Ownership, policies, security signals, and public trust evidence.

SignalFindingSource
Company and ownership> There are lots of alternatives, but most are too resource-intensive. TimescaleDB was a perfect choice. - Giuseppe Pollio, Founder, LogTidesource
Contact and supportYes! We offer new users a free, 30-day trial period (no credit card required) of our Performance plan. During your trial, you can contact us request more information about, and access to, our Scale plan to determine howsource
Legal and privacyThis website utilizes technologies such as cookies to enable essential site functionality, as well as for analytics, personalization, and targeted advertising. To learn more, view the following link: Privacy Policysource
Security and complianceEncryption at rest and in transit, private networking, and access controls.source
Uptime and status pageMonthly guarantee for HA Replicated services (Enterprise). Public SLA. Real-time status page.source
Domain registered2000-02-25—
Domain expires2027-06-02—

Every trust signal above is backed by a collected page or a registration record.

18

Documentation and product updates

Help resources, product guidance, and visible changes over time.

Resource or updateTypeWhat is availableDate or freshness
Tiger Data Documentation / Tiger Data DocsDocumentationPostgres for time series, events, and analytics, from the creators of TimescaleDB (source)Not dated
Smart Grid Data Platform: Architecture Guide / Tiger DataGuideLearn how a smart grid data platform unifies SCADA, AMI, PMU, and DERMS telemetry into one queryable Postgres database, with real customer results. (source)Not dated
Time-Series PostgreSQL at Petabyte ScaleRoadmapPublic product roadmap. (source)Not dated
Five Features of the Tiger CLI You Aren't / Tiger DataProduct updateProduct update is publicly available. (source)Not dated

Not found in the collected public sources: changelog or release notes, status page, separate help center or knowledge base.

Technical

19

Technical and delivery signals

Delivery model, platforms, API, data ownership, reliability claims and release activity.

SignalFindingSource
Delivery model (cloud, self-hosted, desktop, browser extension)Available as managed cloud (Tiger Cloud) and self-hosted TimescaleDB S1 S67.S1 S67
Platforms and appsWeb-based cloud service; no desktop or mobile apps mentioned S67.S67
API and extensibility (API, SDK, webhooks, MCP, plugins)Offers REST API, CLI, and MCP server for AI agents S8 S144.S8 S144
Data ownership and exportNot published on the collected pages.—
Performance and reliability claimsClaims petabyte scale and trillions of metrics daily S15.S15
Release activityNot published on the collected pages.—
20

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
Domain registered2000-02-25 — NameCheap, Inc.
Domain expires2027-06-02
TLS certificateLet's Encrypt, valid, expires 2026-11-17
Security headersHSTS, CSP, X-Frame-Options
Headers not servedX-Content-Type-Options, Referrer-Policy
Server headerVercel
Mail handled bysmtp.google.com, mxb.mailgun.org
Nameserversedna.ns.cloudflare.com, josh.ns.cloudflare.com

Not measurable: wayback: rate limited by archive.org, ladder stopped after 1 probe(s). A gap here means the lookup was unavailable, not that the finding is negative.

21

Technical site audit

A bounded multi-page crawl with page-level issues and URLs.

Scout — Bounded technical crawl

  • Pages crawled: 15 of 15 maximum
  • Technical health: 96/100
  • Critical issues: 0
  • Warnings: 10
  • Notices: 2

Issues

SeverityIssueValueAffected URL
warningMissing canonical URL—https://www.tigerdata.com/cloud
warningTitle length should be reviewed71https://www.tigerdata.com/timescaledb-enterprise
noticeMeta description length should be reviewed191https://www.tigerdata.com/timescaledb-enterprise
warningMissing canonical URL—https://www.tigerdata.com/timescaledb-enterprise
warningMissing canonical URL—https://www.tigerdata.com/timescaledb
warningMissing canonical URL—https://www.tigerdata.com/search
warningMissing canonical URL—https://www.tigerdata.com/smart-manufacturing
noticeImages are missing alt text4https://www.tigerdata.com/docs
warningDuplicate title in audit sample2https://www.tigerdata.com/
warningDuplicate title in audit sample2https://www.tigerdata.com/
warningDuplicate meta description in audit sample2https://www.tigerdata.com/
warningDuplicate meta description in audit sample2https://www.tigerdata.com/

Crawled pages

StatusTitleH1sWordsResponseURL
200Time-Series PostgreSQL at Petabyte Scale155069 mshttps://www.tigerdata.com/
200Time-Series PostgreSQL at Petabyte Scale155084 mshttps://www.tigerdata.com/
200Tiger Cloud — Production Postgres at Scale \Tiger Data1114864 ms
200TimescaleDB Enterprise for Physical-World Operational Data \Tiger Data11032194 ms
200TimescaleDB — The #1 Time-Series Database \Tiger Data1924259 ms
200Postgres Vector and Keyword Search \Tiger Data1693168 ms
200Data Center Telemetry & Monitoring on Postgres \Tiger Data11139177 ms
200Postgres for Energy & Utilities \Tiger Data183134 ms
200Postgres for Oilfield services \Tiger Data11020258 ms
200PostgreSQL Historian for Smart Manufacturing \Tiger Data11215185 ms
200Postgres Built for 24/7 Crypto Markets \Tiger Data1548254 ms
200Tiger Data Documentation \Tiger Data Docs1445252 ms
200Tiger Cloud Pricing. Scale Further. Spend Less. \Tiger Data11922699 ms
200Changelog \Tiger Data Docs12031943 ms
200Tiger Data Performance Benchmarks vs Competitors \Tiger Data1379287 ms

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

22

Search Console and Analytics

First-party search and behavioral data connection state.

Modeled acquisition channels

ChannelEstimated share
direct35.1%
search38.4%
search organic33.2%
search paid5.1%
social5.5%
social organic4.7%
social paid0.7%
referrals18.0%
paid referrals0.3%
mail1.8%
gen ai0.9%
affiliate0.0%
other0.0%

First-party connections

IntegrationStatusData available after connection
Google Search ConsoleNot connectedClicks, impressions, CTR, average position, queries, pages, countries, and devices
Google AnalyticsNot connectedOrganic sessions, engagement, landing pages, conversions, geography, and devices

No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.

Limits and method

23

Limitations and open questions

Known constraints and missing evidence from the collected pages.

The collected pages do not mention specific competitors by name. Evidence gaps include lack of detailed pricing for enterprise plans, no explicit data export procedures, and no independent review ratings. Open questions remain about the exact scope of the free trial and any usage limits.

24

Sources, method, and limitations

Evidence inventory, collection method, provider use, and constraints.

This report is based on 15 collected pages from tigerdata.com, including the homepage, about, pricing, cloud, docs, and blog pages. The evidence catalog includes 180 items, with sources from static and browser rendering crawls. External proof search was performed but no verification requests were made. Limitations include potential missing details from pages not fully rendered and the absence of third-party review data.

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