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Comparison · Analytics
OpenCTI vs Superwise
A side-by-side editorial comparison of OpenCTI and Superwise — release velocity, themes, recent moves, and the top alternatives to consider.
OpenCTI vs Superwise: at a glance
What is OpenCTI?
OpenCTI's weekly train now merges entities in the knowledge view and reads defanged IOCs.
Filigran ships an OpenCTI weekly build plus backports to two LTS lines (7.2603 and 7.2608). The 10-16 weekly lets analysts merge entities directly from the knowledge view, search defanged indicators globally, collapse the ATT&CK pattern matrix and trim empty sections from generated Fintel reports. Earlier weeklies added enrichment from investigations, chatbot quotas and manual security coverage.
What is Superwise?
Superwise is turning its LLM gateway into a FinOps console for model fleets
Superwise's Sentinel line has gained an observability layer in two steps: a live fleet-wide activity log of every interaction crossing the gateways, then a FinOps dashboard reporting token consumption, cache-hit rate, reasoning ratio and output-to-input ratio by provider, model and sentinel. Both are explicitly metadata-only, with prompts and responses staying inside the customer's environment.
OpenCTI vs Superwise: editorial side-by-side
OpenCTI
5.0ANALYTICS
OpenCTI's weekly train now merges entities in the knowledge view and reads defanged IOCs.
◆ Current state
Filigran ships an OpenCTI weekly build plus backports to two LTS lines (7.2603 and 7.2608). The 10-16 weekly lets analysts merge entities directly from the knowledge view, search defanged indicators globally, collapse the ATT&CK pattern matrix and trim empty sections from generated Fintel reports. Earlier weeklies added enrichment from investigations, chatbot quotas and manual security coverage.
◆ Where it's heading
The arc is analyst ergonomics inside the knowledge graph: fewer context switches to deduplicate, enrich and report, layered on an access-control hardening pass that the LTS patches backport. Many long-standing feature requests (some with issue numbers in the 8,000-14,000 range) are now landing, which suggests a backlog-clearing phase.
◆ Prediction
Expect more old knowledge-view and filter requests to close in coming weeklies, and LTS patches that backport this month's access fixes. The entries don't show when a new LTS line will be cut.
Superwise
3.8ANALYTICS
Superwise is turning its LLM gateway into a FinOps console for model fleets
◆ Current state
Superwise's Sentinel line has gained an observability layer in two steps: a live fleet-wide activity log of every interaction crossing the gateways, then a FinOps dashboard reporting token consumption, cache-hit rate, reasoning ratio and output-to-input ratio by provider, model and sentinel. Both are explicitly metadata-only, with prompts and responses staying inside the customer's environment.
◆ Where it's heading
The product is moving from policy enforcement toward cost accountability, and the metadata-only boundary is being used as the selling point rather than a limitation. Underneath, routine work continues on gateway sharing, policy previews and keeping the supported model list current.
◆ Prediction
Cost visibility usually precedes cost control, so expect budget thresholds or routing policies that act on the FinOps metrics rather than only reporting them.
Alternatives to OpenCTI and Superwise
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 Superwise.
OpenHouse
OpenHouse starts simplifying replication by making its catalog, not Iceberg metadata, the source.
Basedash
Basedash adds view-only seats so whole departments can read dashboards without editing.
OpenReplay
OpenReplay adds offline license tokens so air-gapped installs can run licensed.
Tinybird
Tinybird switches off Classic for Free and Developer plans, leaving Forward as the only path.
Fulcrum
Fulcrum gives admins one FastFill Settings panel while Photo FastFill stays in Alpha.
See all OpenCTI alternatives → · See all Superwise alternatives →
Recent activity from OpenCTI and Superwise
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoOpenCTIEntity merge in knowledge view, defanged search, Fintel trimming
- 3d agoOpenCTIEnrichment from investigations, custom fields, 30+ fixes
- 9d agoOpenCTIWeekly build 7.261008.0 ships without release notes
- 10d agoOpenCTILTS 7.2603 patch: feed identity confinement and org segregation fixes
- 15d agoOpenCTIChatbot quotas and feedback, one-click investigation duplication
- 17d agoOpenCTILTS security patch: allowlist bypass and dashboard access fixes
- 2mo agoSuperwiseSentinel FinOps dashboard tracks token spend across the fleet ⚡
- 2mo agoSuperwiseLive fleet-wide activity log for gateway traffic
- 3mo agoSuperwiseGateway sharing, policy preview, and CLI cleanup
- 3mo agoSuperwiseExplore gains new chart widgets; older models deprecated
- 4mo agoSuperwiseTop-K/Top-P config fix and two new Claude models
- 4mo agoSuperwiseVersion 1.33.0
Frequently asked questions
What is the difference between OpenCTI and Superwise?
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.
Is OpenCTI better than Superwise?
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.
What are the best alternatives to OpenCTI?
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.
What are the best alternatives to Superwise?
Top Superwise alternatives in Analytics are ranked by recent ship velocity. Browse the "Superwise alternatives" section above for the current picks, or visit /alternatives/superwise for the full list with editorial commentary on each.