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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, mobile, gis, ai-toolkit
Last editorial update1mo ago7h 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 ships MCP server and AI Toolkit to let AI assistants build and query field data forms

Fulcrum is running two parallel tracks: foundational mobile stability (GPS accuracy, offline PDF, Photo FastFill across iOS and Android) and a new AI integration layer via MCP. The mobile side is a steady improvement cadence; the MCP launch is the first genuinely new capability surface the product has added in this window. Photo FastFill (AI-assisted data extraction from photos) continues to mature through early access.

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 ships MCP server and AI Toolkit to let AI assistants build and query field data forms

◆ Current state

Fulcrum is running two parallel tracks: foundational mobile stability (GPS accuracy, offline PDF, Photo FastFill across iOS and Android) and a new AI integration layer via MCP. The mobile side is a steady improvement cadence; the MCP launch is the first genuinely new capability surface the product has added in this window. Photo FastFill (AI-assisted data extraction from photos) continues to mature through early access.

◆ Where it's heading

The MCP + AI Toolkit launch signals that Fulcrum sees AI-assisted configuration as a primary growth vector — letting field operations teams describe a form in plain language and have an AI build it correctly. Photo FastFill and offline PDF generation via App Extensions are part of the same arc: AI-augmented data capture for field workers who may not be technically proficient. The product is incrementally offloading form-building complexity to AI.

◆ Prediction

Fulcrum will extend the MCP toolset toward reading and writing records directly, not just building forms and schema. Photo FastFill will likely exit early access with more field types supported as the extraction model improves.

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. 22h agoFulcrumAndroid 2609.1.0: offline PDF export and GPS disconnect notification
  2. 1d agoFulcrumNew! Fulcrum MCP & AI Toolkit (Labs)
  3. 5d agoFulcrumiOS 2609.0.1: app freeze on record load fixed
  4. 5d agoFulcrumWeb Sep 3-9: org creation restricted by permission; Elite plan upgrade fix
  5. 5d agoFulcrumAndroid 2609.0.1: crash on new record creation fixed
  6. 7d agoFulcrumiOS 2609.0.0: offline PDF export and Photo FastFill replace-by-default
  7. 3mo agoCortex1.21.1 candidate hardens gossip, ingestion and status pages
  8. 5mo agoCortex1.21.0-rc.1 fixes memberlist, tenant federation and a memory leak
  9. 6mo agoCortexParquet becomes a Store Gateway mode as six features graduate
  10. 10mo agoCortex1.20.0-rc.1 fixes metric name validation and a compactor race
  11. 10mo 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.