Holistics
Holistics rebuilt its navigation, elevated Markdown docs to first-class objects, and added AI query tracing — preparing the BI platform for AI-client usage at enterprise scale.
Comparison · Analytics
Hex vs Zipkin
A side-by-side editorial comparison of Hex and Zipkin — release velocity, themes, recent moves, and the top alternatives to consider.
Hex vs Zipkin: at a glance
| Feature | Hex | Zipkin |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 6.3 | 0.0 |
| Sparks · 30d | 1 | 0 |
| Top themes | ai-agent, generative-apps, cli-api, byok | distributed tracing, maintenance only, stale feed, opensearch |
| Last editorial update | 4d ago | 1mo ago |
| Website | — | Visit → |
What is Hex?
Hex's agent now builds complete projects from chat — and is pipelineable via CLI
Hex has completed the pivot from data notebook to AI-first analytics environment. The agent can now build entire Hex projects from a single chat prompt — handling notebook creation, data connections, and generative apps — while also exposing its capabilities programmatically via CLI and API. Enterprises have gained BYOK (bring your own AI provider), spend controls, and versioned eval suites to govern model usage at scale. The generative app surface is the fastest-moving piece, receiving targeted chart controls, direct text editing, and Slack-thread context in rapid succession.
What is Zipkin?
Zipkin's last release was January 2025 — a dependency bump, and then nothing.
The recent history is three consecutive maintenance releases whose entire content is dependency and base-image updates: 3.4.3 aligned Maven versions with the Docker images, 3.4.2 and 3.4.1 moved Spring Boot, Netty, Micrometer, Armeria, Alpine and the JRE forward to clear CVEs. The last release carrying a feature was 3.4 in May 2024, which added OpenSearch v2 as a storage backend using the existing ES_-prefixed environment variables.
Hex vs Zipkin: editorial side-by-side
Hex
6.3ANALYTICS
Hex's agent now builds complete projects from chat — and is pipelineable via CLI
◆ Current state
Hex has completed the pivot from data notebook to AI-first analytics environment. The agent can now build entire Hex projects from a single chat prompt — handling notebook creation, data connections, and generative apps — while also exposing its capabilities programmatically via CLI and API. Enterprises have gained BYOK (bring your own AI provider), spend controls, and versioned eval suites to govern model usage at scale. The generative app surface is the fastest-moving piece, receiving targeted chart controls, direct text editing, and Slack-thread context in rapid succession.
◆ Where it's heading
The direction is agent-as-primary-interface: Hex is systematically shifting the interaction layer from 'notebook with AI help' to 'chat prompt builds the entire project,' with the notebook itself becoming an implementation detail the agent manages. CLI and API exposure makes Hex a component in automated data pipelines, not just a GUI tool. Eval suite versioning signals they're building governance infrastructure for teams that need to audit and reproduce AI-generated outputs — a layer most rivals haven't formalized. BYOK and multi-model support (Claude Opus 5, GPT-5.6 Sol/Terra/Luna, Kimi K2.7, Fable 5) signal a model-agnostic platform bet rather than vertical integration with a single provider.
◆ Prediction
The next likely move is scheduled or triggered agent runs — Hex already has CLI/API access and fast mode; the missing piece is cron or pipeline-triggered agent jobs without a human in the loop. Structured approval workflows for agent-built projects (beyond the current 'skip approvals' opt-out) are a plausible follow-on as enterprise procurement requires reproducible controls.
Zipkin
0.0ANALYTICS
Zipkin's last release was January 2025 — a dependency bump, and then nothing.
◆ Current state
The recent history is three consecutive maintenance releases whose entire content is dependency and base-image updates: 3.4.3 aligned Maven versions with the Docker images, 3.4.2 and 3.4.1 moved Spring Boot, Netty, Micrometer, Armeria, Alpine and the JRE forward to clear CVEs. The last release carrying a feature was 3.4 in May 2024, which added OpenSearch v2 as a storage backend using the existing ES_-prefixed environment variables.
◆ Where it's heading
This is a project in preservation rather than development. The pattern across the window — feature in May 2024, then three releases of purely defensive dependency work, then silence since January 2025 — describes a mature tracing server being kept safe to run rather than extended. The distributed-tracing work that would once have landed here now largely happens in OpenTelemetry, which Zipkin interoperates with rather than competes against.
◆ Prediction
The feed has produced nothing for nineteen months, so the honest read is that no next release is scheduled. If one comes, the shape of the last three says it will be another dependency and base-image refresh rather than new capability.
Alternatives to Hex and Zipkin
Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Hex or Zipkin.
OpenReplay
OpenReplay's analytics layer is mid-overhaul—breakdowns, user journeys, and clickmaps shipping in rapid patch cycles.
Microsoft Clarity
Microsoft Clarity is turning its free analytics tool into the go-to dashboard for AI search visibility.
Fulcrum
Fulcrum opens its form model to AI agents via MCP — field ops gets an agentic layer
OpenHouse
A production outage at LinkedIn (495ms→0.041ms after fixing a wrong index predicate) exposes OpenHouse's dev/prod DDL parity gap.
OpenObserve
OpenObserve ships v1.0 GA with first-class AI observability for LLM workloads
Recent activity from Hex and Zipkin
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 6d agoHexPublish eval suites, skip approvals, and build Hex projects from your chat agent ⚡
- 11d agoHexMore control over Generative app iteration
- 25d agoHexChart controls and easier collaboration
- 1mo agoHexStart building an app right from your conversation
- 1mo agoHexTune how the agent runs
- 1mo agoHexCommand (line) and conquer ⚡
- 1y agoZipkinMaven versions realigned with the Docker images
- 1y agoZipkinSpring Boot, Netty and Micrometer updated to clear CVEs
- 2y agoZipkinDependency and base-image updates for CVEs
- 2y agoZipkinZipkin 3.4
- 2y agoZipkinSpring Boot 3.3 and Alpine 3.20, with an OpenSearch test image
Frequently asked questions
What is the difference between Hex and Zipkin?
They serve adjacent needs but don't currently overlap on shipped themes. Hex is currently shipping more aggressively (velocity 6.3 vs 0.0), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Hex better than Zipkin?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Hex is currently shipping more aggressively (velocity 6.3 vs 0.0), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to Hex?
Top Hex alternatives in Analytics are ranked by recent ship velocity. Browse the "Hex alternatives" section above for the current picks, or visit /alternatives/hex for the full list with editorial commentary on each.
What are the best alternatives to Zipkin?
Top Zipkin alternatives in Analytics are ranked by recent ship velocity. Browse the "Zipkin alternatives" section above for the current picks, or visit /alternatives/zipkin for the full list with editorial commentary on each.