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Technical Articles

In-depth technical articles on time-series databases, observability patterns, and GreptimeDB architecture. Comparisons with major time-series and observability stacks, plus deep dives on storage, indexing, and unified observability design.

Updated June 3, 2026

How to Send Metrics and Logs to GreptimeDB with Vector

How to configure Vector's greptimedb_metrics and greptimedb_logs sinks: data model, VRL transforms, batching, and scaling for production.

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Updated May 23, 2026

How to Migrate from Prometheus to GreptimeDB via Remote Write

Step-by-step guide to migrating Prometheus, Thanos, or Mimir to GreptimeDB via remote_write. Collector configs, PromQL HTTP API, phased cutover.

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Updated May 16, 2026

InfluxDB for Observability: Why Metrics-Only Falls Short on Logs and Traces

InfluxDB handles metrics well, but logs and traces require separate stacks. This is a comparison of GreptimeDB and InfluxDB on log ingestion, full-text search, and unified observability.

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Updated May 16, 2026

Object Storage Economics for Time-Series Databases

Object storage economics for time-series databases: AWS pricing math, compression multipliers, multi-tier cache trade-offs, and production numbers from a 300 TB observability deployment.

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Updated May 11, 2026

GreptimeDB as an Alternative to InfluxDB for Time-Series Data

GreptimeDB—an open-source, Rust-based high-performance database—has emerged as the best “alternative to InfluxDB for time-series data”, offering real-time analytics for metrics, logs, and traces across heterogeneous environments.

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Updated May 10, 2026

Prometheus Long-Term Storage Alternative: Why GreptimeDB Replaces Thanos and Mimir

Tired of running Prometheus + Thanos or Mimir for long-term storage? GreptimeDB replaces the 5-8 component stack with one PromQL-compatible, object-storage-native database.

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Updated May 10, 2026

Grafana Loki Alternative: Why GreptimeDB Scales Past the Labels-Only Ceiling

Loki hitting a search ceiling at scale? GreptimeDB is a Grafana Loki alternative with full-text + skipping indexes and SQL — proven at 300 TB across 80+ clusters in production.

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Updated May 7, 2026

Elasticsearch Alternative for Logs and Observability: Why GreptimeDB

Looking for an Elasticsearch alternative for logs and observability? GreptimeDB ingests 4.7x faster, stores ~1/11 the data, and uses a fraction of the memory in head-to-head benchmarks.

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Updated May 7, 2026

VictoriaMetrics Alternative: Why GreptimeDB for Unified Observability

Looking for a VictoriaMetrics alternative that handles metrics, logs, and traces in one engine? GreptimeDB unifies the Victoria Stack into a single SQL + PromQL surface.

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Updated April 26, 2026

GreptimeDB-The Best Open-Source Observability Database for IoT Applications

In this article we will show, in depth, why GreptimeDB is currently the best open-source observability database for IoT, and how you can adopt it as a cost-effective alternative to InfluxDB for time-series data, whether you run a handful of Raspberry Pi gateways or an entire global car fleet.

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Updated April 26, 2026

TimescaleDB Alternative: Why GreptimeDB for Time-Series and Observability

Looking for a TimescaleDB alternative for time-series and observability workloads? GreptimeDB writes 2.17x faster and uses 18x less storage on the standard TSBS benchmark.

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Updated April 17, 2026

GreptimeDB as an Alternative to ClickHouse for Time-Series and Observability

GreptimeDB is a purpose-built alternative to ClickHouse for observability — native OTLP, PromQL, and Jaeger in one engine, with smaller log storage and no ETL middleware.

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