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1 change: 1 addition & 0 deletions mint.json
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Expand Up @@ -118,6 +118,7 @@
"openllmetry/integrations/azure",
"openllmetry/integrations/braintrust",
"openllmetry/integrations/bmc",
"openllmetry/integrations/bronto",
"openllmetry/integrations/dash0",
"openllmetry/integrations/datadog",
"openllmetry/integrations/dynatrace",
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27 changes: 27 additions & 0 deletions openllmetry/integrations/bronto.mdx
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---
title: "LLM Observability with Bronto and OpenLLMetry"
sidebarTitle: "Bronto"
---

<Frame>
<img src="/img/integrations/bronto.png" alt="Bronto trace view of an LLM agent trace, with a span's GenAI input and output messages shown in the detail panel" />
</Frame>

[Bronto](https://www.bronto.io) is an intelligent data platform for observability, built on BrontoDB — a polymorphic database designed to handle high-cardinality logs, traces, and metrics efficiently. Because you don't have to sample workloads or shorten retention to control cost, you can send full-fidelity LLM traces and keep months of them immediately queryable with sub-second search — no rehydration step before a root cause analysis.

OpenLLMetry spans follow the [OpenTelemetry GenAI semantic conventions](https://github.com/open-telemetry/semantic-conventions-genai/tree/main/docs/gen-ai), so attributes such as `gen_ai.provider.name`, `gen_ai.request.model`, and `gen_ai.usage.input_tokens` / `gen_ai.usage.output_tokens` are searchable and aggregatable on arrival — group token usage by model, chart cost trends, or inspect prompt and completion content. Attribute names vary by instrumentation and release — some report the provider as `gen_ai.system` rather than `gen_ai.provider.name`, and some use `gen_ai.usage.prompt_tokens` / `gen_ai.usage.completion_tokens` for token counts — so check the fields your version emits. Prompt and completion content is captured by default — as span attributes or span events, depending on the instrumentation — and can be turned off with `TRACELOOP_TRACE_CONTENT=false` (see [Privacy](/openllmetry/privacy/traces)). Bronto's MCP server exposes the same search and analysis as tools, so agents can investigate your LLM traces directly.

<Frame>
<img src="/img/integrations/bronto-llm-usage.png" alt="Bronto LLM Usage dashboard charting input and output tokens by model, plus time to first token and token usage per trace" />
</Frame>

Route your traces to Bronto's OTLP endpoint:

```bash
export TRACELOOP_BASE_URL="https://ingestion.eu.bronto.io"
export TRACELOOP_HEADERS="x-bronto-api-key=<YOUR_API_KEY>"
```
Comment thread
coderabbitai[bot] marked this conversation as resolved.

Use `https://ingestion.us.bronto.io` for the US region. Do not append `/v1/traces` — OpenLLMetry adds the signal path automatically.

For the full setup, including the OTel Collector path and the complete attribute reference, see the [Bronto OpenLLMetry documentation](https://docs.bronto.io/integrations/openllmetry).
1 change: 1 addition & 0 deletions openllmetry/integrations/introduction.mdx
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Expand Up @@ -17,6 +17,7 @@ in any observability platform that supports OpenTelemetry.
></Card>
<Card title="Braintrust" href="/openllmetry/integrations/braintrust"></Card>
<Card title="BMC" href="/openllmetry/integrations/bmc"></Card>
<Card title="Bronto" href="/openllmetry/integrations/bronto"></Card>
<Card title="Dash0" href="/openllmetry/integrations/dash0"></Card>
<Card title="Datadog" href="/openllmetry/integrations/datadog"></Card>
<Card title="Dynatrace" href="/openllmetry/integrations/dynatrace"></Card>
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