obseria.io vs Splunk (2026):
Feature & Pricing Comparison

Overview

obseria.io — obseria.io focuses on the SRE observability workflow: fast root-cause analysis, ML-driven alerting, and predictable per-event pricing. It is purpose-built for engineering teams, not SIEM use cases.

Splunk — Splunk is the dominant enterprise SIEM and log analytics platform. It handles observability as a secondary use case — the platform is architected primarily for security analytics. For pure observability, the cost and complexity are disproportionate.

Pricing

obseria.io: obseria.io charges per million events across metrics, traces, and logs. Predictable, linear scaling with no per-GB/day minimum commitments.

Splunk: Splunk's per-GB/day pricing is the highest in the market — enterprise deals typically start at $150/GB/day. A company ingesting 100 GB/day pays $15,000/day ($450,000/month) before discounts.

OpenTelemetry & Instrumentation

The observability industry is converging on OpenTelemetry as the universal standard for emitting traces, metrics, and logs. OTel-native platforms let teams instrument once and switch backends freely — reducing lock-in risk significantly.

Feature

Splunk

OTel Collector as primary ingest path

Via Splunk OTel distribution

No proprietary agent required

Modern query language (SQL-like)

Splunk uses SPL

Tail-based sampling via OTel

OTLP gRPC / HTTP endpoints

Switch backends without re-instrumenting

Migration & Final Verdict

How to migrate from Splunk to obseria.io

1. 1Identify which Splunk use cases are observability (metrics, traces, APM, on-call) vs. SIEM.
2. 2Migrate observability data sources to obseria.io via OTel Collector.
3. 3Keep Splunk for SIEM / security analytics where its SPL search is irreplaceable.
4. 4Recreate APM dashboards and alert policies in obseria.io.
5. 5Typical observability migration from Splunk: 2–4 weeks.