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GitHub spends the week hardening enterprise governance and supply-chain security.
Alternatives · Infra & APIs
Logstash alternatives
The best Logstash alternatives in Infra & APIs, ranked by Sparkpulse's velocity_score.
About Logstash
PQ compression and ES|QL preview land while weekly plugin churn drives the release cadence.
Logstash is in a steady maintenance phase across the 9.0–9.3 lines, with most weekly releases dominated by plugin dependency bumps (Netty, Avro, kotlin-stdlib) and small fixes. The substantive 9.x work — Persistent Queue compression via ZSTD, batch-size metrics, and ES|QL support in Technical Preview for the Elasticsearch input/filter — represents real capability gains for operators tuning throughput and storage. Security and credential-handling hygiene (sasl_jaas_config redaction, encoded API-key formats) shows up consistently across plugin updates.
Velocity 3.3 · Last update 1mo ago
Top 12 alternatives to Logstash
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
INFRA · APIS
Retool pushes self-hosted 4.0 to stable, laying RBAC and security groundwork for enterprise.
INFRA · APIS
Unleash leans hard into AI-agent governance and self-hosting as its crawled feed fills with thought-leadership.
INFRA · APIS
Auth0 hardens enterprise provisioning and refresh-token control, with AI agents in view
INFRA · APIS
Depot turns its build-acceleration compute into a metered backend for AI agents.
INFRA · APIS
ElevenLabs widens from TTS into a full voice-agent and music platform
INFRA · APIS
Warp drops the terminal framing to bet on cloud software factories and agent orchestration
INFRA · APIS
Rootly is wiring an AI agent and enterprise controls into the incident-response core.
INFRA · APIS
Ably builds an AI agent transport on top of its realtime stack — human-in-the-loop and branching land in v0.3
INFRA · APIS
SigNoz puts its AI teammate Noz in front of every cloud user.
INFRA · APIS
Cursor pushes past the editor into an agent platform — automations, cloud agents, and its own models.
INFRA · APIS
Tailscale is extending its identity fabric from networking into AI agent access.
Frequently asked questions
What are the best alternatives to Logstash?
The top Logstash alternatives we currently track in Infra & APIs are GitHub, Retool, Unleash, Auth0, Depot, ranked by recent ship velocity.
How is this list of Logstash alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Logstash directly with one of these alternatives?
Yes — every card has a "Compare with Logstash" link to a side-by-side /compare page.