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 Sprig — release velocity, themes, recent moves, and the top alternatives to consider.
| Feature | OpenCTI | Sprig |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 5.0 | 3.8 |
| Sparks · 30d | 0 | 0 |
| Top themes | threat-intelligence, case-management, lts, security-fixes | user-research, ai-agents, surveys, personalization |
| Last editorial update | 12h ago | 6mo ago |
| Website | Visit → | — |
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.
Sprig is layering AI agents on top of every step of the survey pipeline.
Sprig has spent six months turning surveys into an AI-augmented research pipeline. November opened with Conversational Surveys and MaxDiff. Q1 added Attribute Piping for personalization, Display Logic on Enterprise, AI Follow-up Question for adaptive probes, and prototype testing improvements. April delivered AI Dynamic Questions and the Synthesize Agent's AI Study Report. Two distinct threads run in parallel: classic survey-tooling depth, and named AI agents that handle the parts humans used to.
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.
Sprig has spent six months turning surveys into an AI-augmented research pipeline. November opened with Conversational Surveys and MaxDiff. Q1 added Attribute Piping for personalization, Display Logic on Enterprise, AI Follow-up Question for adaptive probes, and prototype testing improvements. April delivered AI Dynamic Questions and the Synthesize Agent's AI Study Report. Two distinct threads run in parallel: classic survey-tooling depth, and named AI agents that handle the parts humans used to.
The product is moving from a survey runner to an end-to-end research workflow with agents at the question, response, and analysis layers. Enterprise gating shows up consistently on the AI features, signaling that AI is the upsell. Expect more named agents (segmentation, recommendation, trend tracking) and tighter ties between agent outputs and product analytics.
The next directional move likely connects agent insights back into product surfaces and growth experiments, closing the research-to-action loop. AI Dynamic Questions and Display Logic should converge into a single adaptive-flow primitive available beyond Enterprise.
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 Sprig.
Glances 4.5.9 closes out the 4.x line as a 5.0 beta opens for testing.
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See all OpenCTI alternatives → · See all Sprig 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 3.8), 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 3.8), 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 Sprig alternatives in Analytics are ranked by recent ship velocity. Browse the "Sprig alternatives" section above for the current picks, or visit /alternatives/sprig for the full list with editorial commentary on each.