Apache Superset
Superset's 6.1.0 release vote grinds on while Helm packaging ships on its own cadence
Comparison · Analytics
Whatagraph vs Elasticsearch
A side-by-side editorial comparison of Whatagraph and Elasticsearch — release velocity, themes, recent moves, and the top alternatives to consider.
Whatagraph vs Elasticsearch: at a glance
| Feature | Whatagraph | Elasticsearch |
|---|---|---|
| Sector | Analytics | Infra & APIs, Analytics |
| Velocity score | 5.0 | 6.3 |
| Sparks · 30d | 0 | 0 |
| Top themes | marketing-analytics, agency-reporting, data-warehouse, integrations | observability, prometheus-compatibility, ai-agents, workflows-ga |
| Last editorial update | 10d ago | 16d ago |
| Website | — | Visit → |
What is Whatagraph?
Whatagraph is quietly building a data layer beneath its agency reporting tool.
Whatagraph remains an agency-focused marketing reporting platform, but recent releases push two fronts at once: deeper data infrastructure and broader visualization. The Data Storage destination and Snowflake source let it ingest and retain data rather than just pull live API calls each render, while a steady stream of widgets (GeoMap, Gauge, Heatmap) and table controls sharpen the reporting surface clients see. Integration breadth keeps widening with WhatConverts, Shopify collaborator access, and a rebuilt CallTrackingMetrics.
What is Elasticsearch?
Elastic 9.4 pushes into observability metrics and AI orchestration on a single release.
Elastic Stack is shipping on four maintenance lines (8.19, 9.2, 9.3, 9.4) with the 9.4 minor as the active feature train. The 9.4 release lands native Prometheus and PromQL support, promotes Workflows to GA, and expands the Agent Builder. The 8.19 and 9.2/9.3 lines are receiving routine backport bugfix releases in parallel.
Whatagraph vs Elasticsearch: editorial side-by-side
Whatagraph
5.0ANALYTICS
Whatagraph is quietly building a data layer beneath its agency reporting tool.
◆ Current state
Whatagraph remains an agency-focused marketing reporting platform, but recent releases push two fronts at once: deeper data infrastructure and broader visualization. The Data Storage destination and Snowflake source let it ingest and retain data rather than just pull live API calls each render, while a steady stream of widgets (GeoMap, Gauge, Heatmap) and table controls sharpen the reporting surface clients see. Integration breadth keeps widening with WhatConverts, Shopify collaborator access, and a rebuilt CallTrackingMetrics.
◆ Where it's heading
The center of gravity is shifting from a connector that visualizes marketing channels toward a data layer that stores and blends first-party and warehouse data. Storage, 24-month backfill, and Snowflake ingestion all reduce dependence on live API calls and position Whatagraph to own more of the pipeline. Visualization work continues in parallel but increasingly reads as table-stakes polish next to the infrastructure bets.
◆ Prediction
Expect the storage and warehouse thread to deepen, with more destinations, longer retention, and richer blended-attribution tooling on the Max plan. AI-assisted report creation (Create with IQ) is the likely next surface to expand.
Elasticsearch
6.3INFRA · APISANALYTICS
Elastic 9.4 pushes into observability metrics and AI orchestration on a single release.
◆ Current state
Elastic Stack is shipping on four maintenance lines (8.19, 9.2, 9.3, 9.4) with the 9.4 minor as the active feature train. The 9.4 release lands native Prometheus and PromQL support, promotes Workflows to GA, and expands the Agent Builder. The 8.19 and 9.2/9.3 lines are receiving routine backport bugfix releases in parallel.
◆ Where it's heading
Two narratives run simultaneously: observability expansion via first-class Prometheus compatibility and TSDB work, and AI-platform expansion via Workflows GA and Agent Builder. Both push Elastic past 'search engine' framing — observability into Grafana/Mimir/Datadog territory, AI into the retrieval-and-orchestration layer for agentic systems.
◆ Prediction
Expect 9.5 to deepen Workflows orchestration primitives and broaden PromQL semantic coverage, with backport churn on 8.19 continuing as the long-tail LTS. Agent Builder will likely pick up evaluation and observability features to compete more directly with LangChain/LangGraph-style tooling.
Whatagraph alternatives
Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Tap any card for the full editorial trajectory or compare directly with Whatagraph.
Usermaven
Usermaven consolidates its scattered analyses into one Analytics Hub workspace
Zoho Analytics
A mature BI platform positioning itself as the data-and-semantic foundation for AI agents across the Zoho suite.
Holistics
Holistics leans into analytics-as-code with agentic dev workflows and a Power BI migration path
Count
Count is turning its BI canvas into a governed, agent-operated analytics platform.
Axiom
Axiom completes the logs-traces-metrics triad and bets the product on AI engineering.
Elasticsearch alternatives
Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Tap any card for the full editorial trajectory or compare directly with Elasticsearch.
GitHub
GitHub prunes its standalone AI bets while pushing natively into code quality.
Tailscale
Tailscale turns the tailnet into an identity layer for AI agents via Aperture
Jenkins
Jenkins keeps its weekly cadence, hardening the experimental UI and agent reliability.
Buildkite
Buildkite turns its MCP server into an agent control plane for CI/CD
Vercel
Vercel widens its AI Gateway and compute limits as regulation reshapes model access
Auth0
Auth0 is rebuilding identity around AI agents, M2M, and B2B self-service
Recent activity from Whatagraph and Elasticsearch
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 10d agoWhatagraphWhatConverts data available on Whatagraph
- 1mo agoWhatagraphSnowflake, bol. Retailer & Advertising, and a rebuilt CallTrackingMetrics
- 1mo agoElasticsearchElastic Stack 9.4.1 released
- 1mo agoElasticsearchElastic 9.4: Workflows GA, Agent Builder updates, and Prometheus/PromQL support ⚡
- 1mo agoElasticsearchElastic Stack 9.2.8 released
- 1mo agoWhatagraphSee where your audience actually is with the GeoMap widget (BETA)
- 1mo agoElasticsearchElastic Stack 8.19.15 released
- 1mo agoElasticsearchElastic Stack 9.3.4 released
- 1mo agoWhatagraphStore your data for faster reporting ⚡
- 1mo agoElasticsearchElastic Stack 9.3.3 released
- 2mo agoWhatagraphConditional formatting for tables is live
- 2mo agoWhatagraphShopify available with collaborator access
Frequently asked questions
What is the difference between Whatagraph and Elasticsearch?
They serve adjacent needs but don't currently overlap on shipped themes. Elasticsearch is currently shipping more aggressively (velocity 6.3 vs 5.0), with 0 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 Whatagraph better than Elasticsearch?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Elasticsearch is currently shipping more aggressively (velocity 6.3 vs 5.0), with 0 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 Whatagraph?
Top Whatagraph alternatives in Analytics are ranked by recent ship velocity. Browse the "Whatagraph alternatives" section above for the current picks, or visit /alternatives/whatagraph for the full list with editorial commentary on each.
What are the best alternatives to Elasticsearch?
Top Elasticsearch alternatives in Analytics are ranked by recent ship velocity. Browse the "Elasticsearch alternatives" section above for the current picks, or visit /alternatives/elasticsearch for the full list with editorial commentary on each.