Glances
Glances 4.5.9 closes out the 4.x line as a 5.0 beta opens for testing.
A side-by-side editorial comparison of OpenCTI and Sigma Computing — release velocity, themes, recent moves, and the top alternatives to consider.
OpenCTI adds custom fields to cases and backports its draft-access fix to both LTS lines.
OpenCTI 7.261106.0 adds custom fields and templates to Cases and Incidents, a configurable de-duplication window for sightings, blog post items and form intake for view-only users, plus Elasticsearch query speedups. The same week, LTS 7.260811.0-lts.2 and 7.260309.0-lts.9 backport the security fixes from the main line: draft-context checks on TAXII and HTTP routes, a timeout for JSONPath ingestion scripts and a size cap on artifact imports.
Sigma is moving data modeling out of its own UI and into the terminal.
Sigma shipped a plugin for Claude Code that builds complete data models — metrics, relationships, columns, descriptions — from the terminal, alongside guidance on building Sigma Agents that handle schema discovery and model creation against Snowflake semantic views. Automated Actions landed for running reports, refreshing data, calling APIs, and triggering agents on a schedule, and embedded analytics gained bidirectional JavaScript events over postMessage.
OpenCTI 7.261106.0 adds custom fields and templates to Cases and Incidents, a configurable de-duplication window for sightings, blog post items and form intake for view-only users, plus Elasticsearch query speedups. The same week, LTS 7.260811.0-lts.2 and 7.260309.0-lts.9 backport the security fixes from the main line: draft-context checks on TAXII and HTTP routes, a timeout for JSONPath ingestion scripts and a size cap on artifact imports.
The main line keeps adding analyst and case-management features every few days, while two LTS lines get the security fixes. Case management is gaining configurability, after custom views and Hub imports in late October.
Expect further case and incident customization in the next main releases and another LTS round when security fixes land.
Sigma shipped a plugin for Claude Code that builds complete data models — metrics, relationships, columns, descriptions — from the terminal, alongside guidance on building Sigma Agents that handle schema discovery and model creation against Snowflake semantic views. Automated Actions landed for running reports, refreshing data, calling APIs, and triggering agents on a schedule, and embedded analytics gained bidirectional JavaScript events over postMessage.
Two directions are converging on the same idea: Sigma as a system that runs without someone watching it. Automated Actions handles the scheduled half, the Claude Code plugin and agent guidance handle the authored half, and the embedding work makes Sigma a component inside someone else's application rather than a destination. The recurring argument in the writing — that read-only dashboards are no longer enough — is consistent across all three.
Expect the agent surface to extend from model creation into model maintenance, since schema drift is what makes hand-built models rot. The embedded and automation threads suggest write-back workflows will keep deepening.
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 OpenCTI or Sigma Computing.
Glances 4.5.9 closes out the 4.x line as a 5.0 beta opens for testing.
Calibre MCP lets your coding agent read RUM and Lighthouse data, then fix the slow code
Dovetail opens its docs to Claude and ChatGPT as co-authors.
SkyWalking 11.1 builds service maps from OpenTelemetry traces, no SkyWalking agent required.
OpenReplay's feed is Helm chart bumps behind its asset-cacher deny list.
Tinybird shrinks its Local image by a third after a run of observability updates.
See all OpenCTI alternatives → · See all Sigma Computing alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. OpenCTI is currently shipping more aggressively (velocity 5.0 vs 0.0), 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.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. OpenCTI is currently shipping more aggressively (velocity 5.0 vs 0.0), 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.
Top OpenCTI alternatives in Analytics are ranked by recent ship velocity. Browse the "OpenCTI alternatives" section above for the current picks, or visit /alternatives/opencti for the full list with editorial commentary on each.
Top Sigma Computing alternatives in Analytics are ranked by recent ship velocity. Browse the "Sigma Computing alternatives" section above for the current picks, or visit /alternatives/sigma-computing for the full list with editorial commentary on each.