# Honeycomb

> Observability built for the AI era

- **Canonical URI:** https://www.vioscale.ai/software/honeycomb
- **Category:** Distributed Tracing Tools
- **Homepage:** https://www.honeycomb.io
- **Also known as:** honeycomb
- **Profile claimed by vendor:** no
- **Last updated:** 2026-08-01T16:06:00.782Z

## Vioscale score

**40.7 / 100**, confidence 35% (low).

Composite of weighted, independently-sourced signals (no user reviews, no vendor payment).

| Signal | Score | Weight | Contribution | Evidence present |
|---|--:|--:|--:|:--:|
| price_level | 0 | 8 | 0 | - |
| reliability | 50 | 30 | 1500 | ✓ |
| capabilities | 57.8 | 12 | 693.8 | ✓ |
| integrations | 22.4 | 16 | 358.1 | ✓ |
| security_posture | 0 | 22 | 0 | - |
| pricing_transparency | 25 | 12 | 300 | ✓ |

## About

An observability platform built for distributed systems and AI/agent workloads, providing distributed tracing, log analytics, time series metrics, frontend observability, and AI agent observability capabilities.

_Independently observed._

## Platform & deployment

- **Platforms:** Web
- **Deployment:** Cloud / SaaS, Self-hosted

## Integrations (5)

_Independently observed._

- OpenTelemetry
- Amazon Web Services
- Microsoft Azure
- Kubernetes
- Google Cloud

## Capabilities

_The capabilities that matter for Distributed Tracing Tools. "-" = undocumented, not absent._

| Capability | Supported |
|---|:--:|
| **Core** | |
| Trace role | Trace backend / store |
| **Standards** | |
| OpenTelemetry support | OTel-native |
| **Query** | |
| Trace search / filter by attributes | ✓ |
| Service dependency graph | ✓ |
| **Sampling** | |
| Tail-based / dynamic sampling | - |
| **Query** | |
| High-cardinality attribute exploration | - |
| **Standards** | |
| Multi-protocol (Jaeger + Zipkin + OTLP) | - |
| **Instrumentation** | |
| Auto-instrumentation | - |
| **Correlation** | |
| Correlate traces with metrics/logs | ✓ |
| **Deployment** | |
| Hosting | Cloud + self-hosted |
| **Architecture** | |
| Storage backend | - |

## Facts

Every value below carries its source and our confidence. Facts are re-crawled on a freshness schedule.

### integrations

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| integrations.count | 5 | [link](https://www.honeycomb.io) | 2026-08-01 | 60% (medium) |

### pricing

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| pricing.free_tier | yes | [link](https://www.honeycomb.io) | 2026-08-01 | 48% (low) |
| pricing.model | freemium | [link](https://www.honeycomb.io) | 2026-08-01 | 80% (high) |

### reliability

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| reliability.status_page | yes | [link](https://status.honeycomb.io) | 2026-08-01 | 60% (medium) |

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*Source: Vioscale (https://www.vioscale.ai/software/honeycomb). Independent, evidence-based software intelligence. Cite the canonical URI.*