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Comparison · Analytics

Cortex vs Fulcrum

A side-by-side editorial comparison of Cortex and Fulcrum — release velocity, themes, recent moves, and the top alternatives to consider.

Cortex vs Fulcrum: at a glance

FeatureCortexFulcrum
SectorAnalyticsAnalytics
Velocity score0.06.3
Sparks · 30d01
Top themesmetrics, prometheus, parquet, multi-tenancyfield data collection, ai assistant, mobile, gis
Last editorial update2mo ago1d ago
WebsiteVisit →—

What is Cortex?

Cortex is betting on Parquet block storage and graduating years of experimental features.

Cortex publishes its release notes as release candidates, and the two majors visible here tell a consistent story. 1.20 introduced Parquet-based block storage, Prometheus Remote Write 2.0, a resource-based limiter for ingesters and store-gateways, and regex tenant resolution, all experimental. 1.21 then made Parquet a Store Gateway query mode, graduated the Ruler API, Alertmanager API and sharding, tenant federation, FIFO/Redis cache and memcached service discovery out of experimental, and enabled the bucket index by default. The 1.21.1 candidate is almost entirely security hardening.

Read the full Cortex trajectory →

What is Fulcrum?

Fulcrum turns on Insights, its AI assistant for field data, for every customer.

Fulcrum, a field data collection platform, opened Insights to all customers on all plans as a public beta, on by default. Users ask questions in plain language across up to five apps and get charts, maps and tables, with an org-level off switch. Around it, web, iOS and Android releases fixed map, GPS and photo markup issues and tuned Photo FastFill and Insights styling.

Read the full Fulcrum trajectory →

Cortex vs Fulcrum: editorial side-by-side

C
Cortex
ANALYTICS
0.0

Cortex is betting on Parquet block storage and graduating years of experimental features.

◆ Current state

Cortex publishes its release notes as release candidates, and the two majors visible here tell a consistent story. 1.20 introduced Parquet-based block storage, Prometheus Remote Write 2.0, a resource-based limiter for ingesters and store-gateways, and regex tenant resolution, all experimental. 1.21 then made Parquet a Store Gateway query mode, graduated the Ruler API, Alertmanager API and sharding, tenant federation, FIFO/Redis cache and memcached service discovery out of experimental, and enabled the bucket index by default. The 1.21.1 candidate is almost entirely security hardening.

◆ Where it's heading

Two arcs run in parallel. The storage arc is moving Cortex off pure TSDB blocks toward Parquet, first as a converter and format, then as a queryable Store Gateway mode — the same columnar direction the rest of the observability market has taken for long-retention data. The maturity arc is a deliberate clearing of the experimental backlog, with six subsystems graduating in one release and their flags renamed to drop the experimental prefix. Layered on both is a distinct hardening push: the latest candidate bounds gossip connections, caps decompressed request bodies, adds HMAC stream authentication and validates tenant IDs against the authenticated caller.

◆ Prediction

Expect Parquet to keep progressing from experimental toward default, following the path the bucket index just completed. The security work in 1.21.1 reads like a systematic pass over untrusted input paths rather than a response to a single report, so more of the same in the ingestion and gossip layers is likely.

F
Fulcrum
ANALYTICS
6.3

Fulcrum turns on Insights, its AI assistant for field data, for every customer.

◆ Current state

Fulcrum, a field data collection platform, opened Insights to all customers on all plans as a public beta, on by default. Users ask questions in plain language across up to five apps and get charts, maps and tables, with an org-level off switch. Around it, web, iOS and Android releases fixed map, GPS and photo markup issues and tuned Photo FastFill and Insights styling.

◆ Where it's heading

Fulcrum is adding AI at both ends of its workflow: FastFill extracts data from photos and audio at capture, and Insights answers questions about the data afterwards. Mobile releases stay focused on reliability for GPS and map features still in beta.

◆ Prediction

Expect Insights to move toward general availability or paid packaging once the beta collects usage, and GPS Integration to leave beta after the current fix cycle.

Alternatives to Cortex and Fulcrum

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 Cortex or Fulcrum.

See all Cortex alternatives → · See all Fulcrum alternatives →

Recent activity from Cortex and Fulcrum

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 1d agoFulcrumiOS 2610.2.0: GPS map-mode, report timeout and sync fixes
  2. 1d agoFulcrumAndroid 2610.2.0: location dot, permissions and GPS data fixes
  3. 6d agoFulcrumWeb: map and filter fixes, Google Maps link on records
  4. 7d agoFulcrumiOS 2610.1.0: ArcGIS tracking and GPS metadata fixes
  5. 7d agoFulcrumInsights AI assistant opens to all customers in public beta ⚡
  6. 8d agoFulcrumAndroid 2610.1.0: Photo FastFill styling, faster annotation
  7. 5mo agoCortex1.21.1 candidate hardens gossip, ingestion and status pages
  8. 6mo agoCortex1.21.0-rc.1 fixes memberlist, tenant federation and a memory leak
  9. 7mo agoCortexParquet becomes a Store Gateway mode as six features graduate ⚡
  10. 11mo agoCortex1.20.0-rc.1 fixes metric name validation and a compactor race
  11. 0y agoCortexCortex 1.20 introduces Parquet storage and Remote Write 2.0 ⚡

Frequently asked questions

What is the difference between Cortex and Fulcrum?

They serve adjacent needs but don't currently overlap on shipped themes. Fulcrum 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 Cortex better than Fulcrum?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Fulcrum 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 Cortex?

Top Cortex alternatives in Analytics are ranked by recent ship velocity. Browse the "Cortex alternatives" section above for the current picks, or visit /alternatives/cortex-metrics for the full list with editorial commentary on each.

What are the best alternatives to Fulcrum?

Top Fulcrum alternatives in Analytics are ranked by recent ship velocity. Browse the "Fulcrum alternatives" section above for the current picks, or visit /alternatives/fulcrum for the full list with editorial commentary on each.