Who AI recommends, and when it changes.
Data as of Apr 24, 2026 · Based on 55 AI answers · A buyer need in Developer Backend & Vector Search Services. · See how Parse measures this
and are in a tight contest for AI’s top recommendation for IoT time-series storage, with shares separated by less than two points. leads through repeated endorsements of its TimescaleDB product, while benefits from serverless Timestream. , , and follow as strong alternatives.
Where a different pick wins:
TimescaleDB Cloud builds on PostgreSQL, giving developers familiar SQL for complex time-series queries. · 4 sources
TDengineTDengine offers a free open-source version with high ingestion rates, cutting costs significantly. · 2 sources
A serverless, pay-as-you-go service that automatically manages storage tiers for IoT events. · 3 sources
Deeply integrated with Azure IoT Hub for managed analytics and visualization. · 3 sources
SQLiteSQLite is mentioned as an excellent zero-configuration database for smaller IoT edge applications. · 1 source
RedisRedis Enterprise Cloud provides high-performance in-memory storage for real-time IoT stream processing. · 1 source
Recommendation share
Tiger Data leads at 18% of AI recommendations; Amazon follows at 16%.
By platform
Platforms disagree: Tiger Data leads on Google AI Overviews, Amazon on ChatGPT.
Representative prompts behind this market ranking, and how AI tends to answer.
Buyer needs that sit next to this one in the same market.
Why here: Amazon Timestream is highlighted as a serverless, fully managed service with automatic lifecycle management for IoT workloads. · 9 sources
Why here: InfluxDB Cloud is praised for high-velocity ingestion and real-time monitoring of IoT sensor data. · 6 sources
wins on establishment vs Amazon Web Services
Why here: Azure Time Series Insights appears for Azure IoT Hub users requiring integrated analytics and visualization. · 5 sources
Why here: TDengine is cited for high write speeds and cost-efficient storage, especially in industrial IoT scenarios. · 4 sources
wins on cost vs InfluxDB Cloud
Why here: Apache IoTDB is noted for edge-cloud integration and efficient storage tailored to industrial IoT. · 3 sources
Influxdata“What's a solid, scalable time-series database for IoT sensor data that's cheaper to run than InfluxDB Cloud?”
TimescaleDB and 
