database and infrastructure benchmarking tools

Recent window: last 5.4 months (2026-05-01 → 2026-10-11), compared with the prior 5.4 months.

horizontal · 13 members · Data as of 2026-10-14

Database and infrastructure benchmarking tools measure, stress-test, and compare the throughput, latency, and cost-efficiency of databases, APIs, and cloud resources. They are primarily used by backend developers, DevOps engineers, and system architects to guide hardware selection and architectural decisions. Unlike live observability platforms that monitor ongoing production traffic, these tools execute controlled workloads and standardized experiments to evaluate raw performance limits.

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Pulled from real Hacker News comment threads on this niche's launches.

Most asked for

Add info badges explaining terminology (RPS, latency, etc) (1)
Raised on PostgreSQL performance and cost across 23 EC2 instance types
Add Optimized Reads instances (r8gd, m8gd) with NVMe cache (1)
Raised on PostgreSQL performance and cost across 23 EC2 instance types
Compare Aurora PostgreSQL vs self-hosted on same instance (1)
Raised on PostgreSQL performance and cost across 23 EC2 instance types
Include AWS RDS PostgreSQL benchmarks (1)
Raised on PostgreSQL performance and cost across 23 EC2 instance types
Test additional AMD instance types (M8a, R8a, C8a) (1)
Raised on PostgreSQL performance and cost across 23 EC2 instance types

Concerns raised

Difficult to find documentation in changelog (1)
Raised on ClickBench Playground
Disk I/O and latency impact not measured (1)
Raised on PostgreSQL performance and cost across 23 EC2 instance types
Doesn't account for SMT being off on recent AMD instances (1)
Raised on PostgreSQL performance and cost across 23 EC2 instance types
Huge pages and io2 impact not tested (1)
Raised on PostgreSQL performance and cost across 23 EC2 instance types
Limited instance type coverage (missing AMD M8a, R8a, C8a, Optimized Reads r8gd/m8gd) (1)
Raised on PostgreSQL performance and cost across 23 EC2 instance types
Only supports amd64 architecture (1)
Raised on ClickBench Playground
Unclear terminology (requests vs queries vs rows) (1)
Raised on PostgreSQL performance and cost across 23 EC2 instance types

Compared to

Aurora PostgreSQL (1)
Raised on PostgreSQL performance and cost across 23 EC2 instance types
Azure database services (1)
Raised on PostgreSQL performance and cost across 23 EC2 instance types
GCP database services (1)
Raised on PostgreSQL performance and cost across 23 EC2 instance types
instances.vantage.sh (1)
Raised on PostgreSQL performance and cost across 23 EC2 instance types
LSM-tree based databases (1)
Raised on PostgreSQL performance and cost across 23 EC2 instance types
MariaDB (1)
Raised on ClickBench Playground
Oracle (1)
Raised on ClickBench Playground
SQLite (1)
Raised on ClickBench Playground

Members

Name	Source	Upvotes ▲	Launched
DMARCPro	PH	1	2026-10-12
Email Infrastructure Statistics	PH	1	2026-09-15
The Type 1 Civilization Toolkit	PH	1	2026-09-24
ZMQ Arena	HN	5	2026-08-23
Real-workload SQLite benchmarks on Hetzner's cheapest VPS	HN	8	2026-05-09
redis-near-cache	GITHUB	10	2026-09-13
Keybench	HN	13	2026-06-06
Object Storage Comparisons	HN	14	2026-04-16
ClickBench Playground	HN	22	2026-08-05
profile-engine	GITHUB	36	2026-10-02
twelve-dollar-server-challenge	GITHUB	37	2026-10-03
PostgreSQL performance and cost across 23 EC2 instance types	HN	97	2026-07-07
Browser Arena	PH	175	2026-04-08