Omni
Omni adds embed MCP tokens and webhook delivery for AI routines.
Comparison · Analytics
Deepnote vs GoAccess
A side-by-side editorial comparison of Deepnote and GoAccess — release velocity, themes, recent moves, and the top alternatives to consider.
Deepnote vs GoAccess: at a glance
| Feature | Deepnote | GoAccess |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 2.5 | 0.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | data notebooks, agentic ai, mcp, workspace context | log-analytics, open-source, ai-crawlers, bot-traffic |
| Last editorial update | 5h ago | 2h ago |
| Website | — | Visit → |
What is Deepnote?
Deepnote's agent now runs from first prompt to finished notebook without handoffs.
Deepnote's most recent entry, in October, makes Deepnote Agent a single agent that keeps context from the first instruction to the finished notebook, and lets private and shared projects sit in the same folder. It builds on June's native Codex connection to a workspace's notebooks, schedules and data, and July's MCP tools that let agents create and attach integrations. Spring releases added run snapshots, Git sync, Polars support, PDF export and AI usage metering.
What is GoAccess?
GoAccess 1.12 splits AI crawlers from search bots in web log reports.
GoAccess is a mature open-source web log analyzer with a terminal UI and self-contained HTML reports. After 1.11's parsing and memory gains in July, 1.12 on September 16 adds a dedicated AI Crawlers category separating AI assistants and training bots from search crawlers, a Fediverse category, a live requests-per-second rate and an option to exclude traffic by ASN. It also refuses database restores whose grouping settings no longer match.
Deepnote vs GoAccess: editorial side-by-side
Deepnote
2.5ANALYTICS
Deepnote's agent now runs from first prompt to finished notebook without handoffs.
◆ Current state
Deepnote's most recent entry, in October, makes Deepnote Agent a single agent that keeps context from the first instruction to the finished notebook, and lets private and shared projects sit in the same folder. It builds on June's native Codex connection to a workspace's notebooks, schedules and data, and July's MCP tools that let agents create and attach integrations. Spring releases added run snapshots, Git sync, Polars support, PDF export and AI usage metering.
◆ Where it's heading
The notebook is being repositioned as a workspace agents operate in, both Deepnote's own agent and external ones like Codex. Releases have slowed from monthly in spring to one entry each in July and October.
◆ Prediction
Further agent capabilities or more external agent connections are the likeliest next move; the slower cadence makes timing hard to read.
GoAccess
0.0ANALYTICS
GoAccess 1.12 splits AI crawlers from search bots in web log reports.
◆ Current state
GoAccess is a mature open-source web log analyzer with a terminal UI and self-contained HTML reports. After 1.11's parsing and memory gains in July, 1.12 on September 16 adds a dedicated AI Crawlers category separating AI assistants and training bots from search crawlers, a Fediverse category, a live requests-per-second rate and an option to exclude traffic by ASN. It also refuses database restores whose grouping settings no longer match.
◆ Where it's heading
GoAccess is adapting its traffic classification to how sites are now crawled, with AI bots and Fediverse servers as distinct sources. Releases continue on a roughly two-to-five-month cycle.
◆ Prediction
Expect more bot classification and filtering options in the next release; timing is unclear.
Alternatives to Deepnote and GoAccess
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 Deepnote or GoAccess.
OpenSearch Dashboards
This feed samples OpenSearch Dashboards; its latest entry is a 2.19.7 notes commit.
Apache Iceberg
Iceberg 1.12 drops Spark 3.4 and starts laying groundwork for the v4 table spec.
ManageEngine Log360
Log360's September build fixes the migration to the unified console.
Apache Storm
Storm 3.1 adds an Iceberg sink and closes a long list of security gaps in Nimbus and the UI.
Apache HertzBeat
HertzBeat's 1.9.0 is on its second release candidate, and the feed still skips 1.8.0.
See all Deepnote alternatives → · See all GoAccess alternatives →
Recent activity from Deepnote and GoAccess
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 24d agoDeepnotePrivate and shared projects can live in the same folder
- 1mo agoGoAccessGoAccess 1.12 adds AI Crawlers category and ASN exclusion
- 3mo agoGoAccessGoAccess 1.11: faster parsing, less memory, crash-safe DB migration
- 4mo agoDeepnoteNew MCP tools for integrations
- 5mo agoDeepnoteYour workspace as the context for every exploration ⚡
- 6mo agoDeepnoteRun snapshots, Git sync, Polars support, PDF export, & a cleaner notebook
- 6mo agoDeepnoteRun snapshots, Git sync, & AI usage visibility
- 6mo agoDeepnoteRun snapshots, Git sync, Polars support, PDF export, & a cleaner notebook
- 7mo agoGoAccessGoAccess 1.10.2
- 8mo agoGoAccessGoAccess 1.10.1
- 8mo agoGoAccessGoAccess 1.10: city geolocation, bar charts, compressed logs
- 1y agoGoAccess# Release 1.9.4 Monday, March 31, 2025
Frequently asked questions
What is the difference between Deepnote and GoAccess?
They serve adjacent needs but don't currently overlap on shipped themes. Deepnote is currently shipping more aggressively (velocity 2.5 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.
Is Deepnote better than GoAccess?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Deepnote is currently shipping more aggressively (velocity 2.5 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.
What are the best alternatives to Deepnote?
Top Deepnote alternatives in Analytics are ranked by recent ship velocity. Browse the "Deepnote alternatives" section above for the current picks, or visit /alternatives/deepnote for the full list with editorial commentary on each.
What are the best alternatives to GoAccess?
Top GoAccess alternatives in Analytics are ranked by recent ship velocity. Browse the "GoAccess alternatives" section above for the current picks, or visit /alternatives/goaccess for the full list with editorial commentary on each.