LLM Observability

Monitor cost, latency, and reliability of your LLM applications, without adding a separate stack or agent.

Unified LLM & Infrastructure Observability

Per-Model Performance & Cost Insights

Plug-and-Play Provider Support

Purpose-Built Observability for LLM Workloads

Randoli gives you deep visibility into LLM applications alongside infrastructure and services, enabling teams to optimize spend, debug failures, and scale AI features with confidence.

Unified LLM & Infrastructure Observability

  • Monitor LLM workloads alongside infrastructure and services in a single control plane, no extra stack required.

Per-Model Performance &
Cost Insights

  • Track cost, latency, errors, and model-specific usage to optimize performance and reduce spend.

Plug-and-Play
Provider
Support

  • Works out-of-the-box with popular LLM models & frameworks for effortless LLM monitoring.

Unified LLM Observability

Monitor LLM behavior and application performance in a single, correlated view.

View model-level usage, latency, and token breakdowns

Analyze app-level metrics like request rates and system errors

Trace end-to-end performance across LLM and infrastructure layers

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Per-Model Performance & Cost Insights

Break down cost, latency, and reliability metrics by LLM model.

Track request duration, error rates, and token usage per model

Compare latency percentiles (P50–P99) across providers

Detect cost spikes or failures at the model level

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Plug-and-Play Provider Support

Get started instantly with built-in support for popular providers.

Works out-of-the-box with OpenAI, Claude, HuggingFace, Llama, and more

OpenTelemetry-native, no vendor lock-in

Seamlessly integrates with your existing observability stack

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See What Our Customers Say About Us

At Randoli, our customers are our number one priority. We collaborate with our customers & open source communities to find innovative solutions to pain points and challenges. This is the secret behind the success of our Observability & Cost Management solutions.

"The Randoli Observability platform has proved to be indispensable. The visibility and insights it provides enabled us to reduce spend, and helped our developers to troubleshoot faster while reducing the burden on our platform team."

- Tarun Mistry, CTO
Testimonial image for Rail.

LLM Observability. Powered by Open Standards.

Get OpenTelemetry-native visibility to your AI stack. Track cost, latency, and reliability of LLM workloads with no extra stack or agents.