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Tracium

Open-source, OpenTelemetry observability for LLMs

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Tracium is open-source LLM observability built on OpenTelemetry. Point your existing exporter at it, with no code changes, and see cost, latency and errors per model, workflow and customer. Self-host free or use our cloud.

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PH · launched Oct 22, 2026 · 6 upvotes (top 5%)

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Could you build this?

Partial A basic OpenTelemetry ingestion endpoint with dashboards for cost and latency is buildable. Production-grade ingestion at scale, plus accurate per-model pricing and trace storage, requires real infrastructure engineering.

What it would actually take: Accept OTLP over gRPC and HTTP, and store spans in a columnar store such as ClickHouse, with an aggregation layer for cost and latency per model, workflow, and customer. A pricing table for each model's token costs is also needed. The hard parts are high-throughput ingestion, retention and query performance at scale, and multi-tenant isolation, which call for backend and data-infrastructure engineers.

Competitors

Other products that read as similar to this one : 50 launches clear the similarity bar, closest 8 shown.

Attention rank: #6 of 51 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 345 days after the earliest competitor.

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