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Comparison · Analytics
Superwise vs Tinylytics
A side-by-side editorial comparison of Superwise and Tinylytics — release velocity, themes, recent moves, and the top alternatives to consider.
Superwise vs Tinylytics: at a glance
What is Superwise?
Superwise now measures the tokens it saves and can shorten model replies to save more
Sentinel has become the product: since September it is the default on login, with a new home screen and a switcher to the rest of the platform, plus Solo, Pro and Business plans built around Sentinel usage. Token optimization arrived with Headroom prompt compression, then Caveman, an optional setting that shortens model responses while keeping code, numbers and identifiers, with savings reported on the FinOps and Operational dashboards. Guardrails grew into language, image resolution and image sharpness checks, with a test sandbox, and 1.41 can generate test cases from a guardrail's configuration.
What is Tinylytics?
Tinylytics is cleaning its numbers and adding an AI-ranked SEO audit for Ultra customers
Tinylytics shipped a simpler embed script, moved widget setup into Settings, and now excludes hits from cloud hosting networks and Tor, after filtering a Singapore bot source in September that accounted for around 95% of traffic from that country. On Ultra, a new SEO audit has an AI model rank findings into a fix list, with weekly re-checks. Form tracking, Named Goals, stat cards, and timestamped hit imports fill out the period.
Superwise vs Tinylytics: editorial side-by-side
Superwise
5.0ANALYTICS
Superwise now measures the tokens it saves and can shorten model replies to save more
◆ Current state
Sentinel has become the product: since September it is the default on login, with a new home screen and a switcher to the rest of the platform, plus Solo, Pro and Business plans built around Sentinel usage. Token optimization arrived with Headroom prompt compression, then Caveman, an optional setting that shortens model responses while keeping code, numbers and identifiers, with savings reported on the FinOps and Operational dashboards. Guardrails grew into language, image resolution and image sharpness checks, with a test sandbox, and 1.41 can generate test cases from a guardrail's configuration.
◆ Where it's heading
The gateway is moving from reporting cost to reducing it. August's FinOps dashboard said where tokens went, and the autumn releases act on that and then report the saving, which turns the metric into a sales argument. Guardrails are following the same self-service path: editable per Sentinel, testable before publishing, and now seeded with generated cases. The Sentinel CLI's growing status, logs and Claude Desktop support make it a tool admins run locally.
◆ Prediction
Budget thresholds or routing rules that act on these metrics have not appeared yet, and remain the likely next step now that savings are measured. More image guardrails are also plausible, since sharpness was added one release after resolution.
Tinylytics
5.0ANALYTICS
Tinylytics is cleaning its numbers and adding an AI-ranked SEO audit for Ultra customers
◆ Current state
Tinylytics shipped a simpler embed script, moved widget setup into Settings, and now excludes hits from cloud hosting networks and Tor, after filtering a Singapore bot source in September that accounted for around 95% of traffic from that country. On Ultra, a new SEO audit has an AI model rank findings into a fix list, with weekly re-checks. Form tracking, Named Goals, stat cards, and timestamped hit imports fill out the period.
◆ Where it's heading
Three lines are running together: data quality, tools that say what to do next, and agent access. Each filtering change makes the numbers more defensible, the SEO audit moves the product from reporting toward recommending, and the MCP and API keep gaining tools with most releases. The old-hit import, with its original timestamps, also courts users switching from other analytics tools.
◆ Prediction
Expect more audit-style features on Ultra and MCP tools that follow each new dashboard surface, as content issues and widget settings just did. Further traffic filtering is likely, given how often it has come up since September.
Alternatives to Superwise and Tinylytics
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 Superwise or Tinylytics.
Apache Pinot
Pinot 1.6 adds SQL DDL and vector backends, and now needs Java 25 to run its services.
Displayr
Displayr's Chat can now apply and write Rules, so it changes tables as well as explaining them.
Mode Analytics
Mode resurfaces after almost five quiet months with per-user Snowflake sign-in
Apache Druid
Druid 38 drops Java 17, recommends Java 25 and took longer to arrive than its predecessors
Calibre
Lighthouse 13.6 shifts Calibre's scores and adds audits for how AI agents read your pages
See all Superwise alternatives → · See all Tinylytics alternatives →
Recent activity from Superwise and Tinylytics
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 19h agoSuperwiseGenerated guardrail test cases and guided client setup
- 5d agoTinylyticsA simpler embed script, cleaner stats and archiving that keeps your history
- 7d agoSuperwiseImage sharpness guardrail and CLI view of a Sentinel's full policy
- 12d agoTinylyticsAn SEO audit with a ranked fix list, page names, and imports that keep their dates
- 17d agoTinylyticsAutomatic form tracking, a Direct row in Referrers, and more countries in email reports
- 20d agoSuperwiseCaveman output shortening, token-saving reports, new guardrails
- 26d agoTinylyticsStat cards, new widget looks, Developer mode, and achievements
- 1mo agoTinylyticsCleaner stats: Singapore bot traffic is now filtered out
- 1mo agoTinylyticsNamed Goals, Rebuilt Docs, and a Bigger MCP Toolbox
- 1mo agoSuperwiseSentinel becomes the default product, with new Solo to Business plans
- 2mo agoSuperwiseSentinel FinOps dashboard tracks token spend across the fleet ⚡
- 3mo agoSuperwiseLive fleet-wide activity log for gateway traffic
Frequently asked questions
What is the difference between Superwise and Tinylytics?
They serve adjacent needs but don't currently overlap on shipped themes. Superwise and Tinylytics are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Superwise better than Tinylytics?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Superwise and Tinylytics are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
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.
What are the best alternatives to Tinylytics?
Top Tinylytics alternatives in Analytics are ranked by recent ship velocity. Browse the "Tinylytics alternatives" section above for the current picks, or visit /alternatives/tinylytics for the full list with editorial commentary on each.