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Comparison · Analytics

ROOT vs Whatagraph

A side-by-side editorial comparison of ROOT and Whatagraph — release velocity, themes, recent moves, and the top alternatives to consider.

ROOT vs Whatagraph: at a glance

FeatureROOTWhatagraph
SectorAnalyticsAnalytics
Velocity score0.05.0
Sparks · 30d00
Top themeshep-analysis, rntuple, rdataframe, lts-branchesreporting, agencies, integrations, reliability
Last editorial update10d ago3h ago
WebsiteVisit →

What is ROOT?

ROOT is shipping the pieces of its long-promised v7 inside the v6 release line

ROOT maintains an unusual number of parallel branches — patches for 6.26, 6.28, 6.30, 6.32, 6.36 and 6.38 all landed within weeks of each other in June 2026 — because CERN experiments pin to versions for years at a time. The 6.40 LTS released in May is where the actual work is: an opt-out from automatic object registration, experimental multithreaded histograms, a new RFile interface, an libcurl-based HTTP I/O layer with S3 support, and a rebuilt ML data loader. June's patch wave is the routine consequence, closing out the 6.26 and 6.38 series while fixing the first regressions in 6.40.

Read the full ROOT trajectory →

What is Whatagraph?

Whatagraph keeps fixing what breaks when one account runs a thousand sources.

Whatagraph is working on the parts of agency reporting that break under volume rather than on new analysis capability. Stored data removed live API calls from render time in the Basis rebuild, connection failover keeps widgets alive when one teammate's token expires, and report shortcuts let a heavy report be split into a hub with supporting detail. Presentation control arrives steadily alongside — automatic conditional formatting, per-metric decimal places, chosen comparison colors. The newest change moves unified-field mapping into the Source Group builder, so a cross-channel group can be fixed in place instead of rebuilt.

Read the full Whatagraph trajectory →

ROOT vs Whatagraph: editorial side-by-side

R
ROOT
ANALYTICS
0.0

ROOT is shipping the pieces of its long-promised v7 inside the v6 release line

◆ Current state

ROOT maintains an unusual number of parallel branches — patches for 6.26, 6.28, 6.30, 6.32, 6.36 and 6.38 all landed within weeks of each other in June 2026 — because CERN experiments pin to versions for years at a time. The 6.40 LTS released in May is where the actual work is: an opt-out from automatic object registration, experimental multithreaded histograms, a new RFile interface, an libcurl-based HTTP I/O layer with S3 support, and a rebuilt ML data loader. June's patch wave is the routine consequence, closing out the 6.26 and 6.38 series while fixing the first regressions in 6.40.

◆ Where it's heading

The ROOT 7 redesign is arriving piecemeal under ROOT::Experimental rather than as a version bump: RNTuple replacing TTree, RDataFrame replacing TTree::Draw, RFile replacing TFile, and now the ability to switch off the global-directory ownership model that has defined ROOT's ergonomics for decades. The team is easing migration with documentation rather than deprecation — 6.40 ships a TTree::Draw-to-RDataFrame translation guide instead of a removal notice. Build weight is being cut in the same pass, with bundled builtin packages reduced roughly fourfold in favour of system libraries.

◆ Prediction

Expect further 6.40.x patches through the year as experiments migrate onto the LTS, concentrated in RNTuple and the new histogram paths where the code is youngest. The experimental namespace is the thing to watch: features that stabilize there are the clearest available signal of what a ROOT 7 would actually contain.

W
Whatagraph
ANALYTICS
5.0

Whatagraph keeps fixing what breaks when one account runs a thousand sources.

◆ Current state

Whatagraph is working on the parts of agency reporting that break under volume rather than on new analysis capability. Stored data removed live API calls from render time in the Basis rebuild, connection failover keeps widgets alive when one teammate's token expires, and report shortcuts let a heavy report be split into a hub with supporting detail. Presentation control arrives steadily alongside — automatic conditional formatting, per-metric decimal places, chosen comparison colors. The newest change moves unified-field mapping into the Source Group builder, so a cross-channel group can be fixed in place instead of rebuilt.

◆ Where it's heading

The through-line is reliability and workflow cost at agency scale, where one account runs hundreds or thousands of sources across several people. Each release picks a specific moment where that scale used to force a detour — a dead token, a forty-widget report, a half-built source group — and removes the detour rather than adding a capability. Integration work stays additive and named: Ahrefs Rank Tracker, WhatConverts, Snowflake, bol., each filling a stated reporting gap rather than broadening a connector catalog.

◆ Prediction

Expect the same volume-driven treatment applied to the remaining multi-step setup flows, and further integrations chosen to close named gaps rather than to grow the connector count.

Alternatives to ROOT and Whatagraph

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 ROOT or Whatagraph.

See all ROOT alternatives → · See all Whatagraph alternatives →

Recent activity from ROOT and Whatagraph

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 23h agoWhatagraphUnify metrics and dimensions while creating a Source Group
  2. 7d agoWhatagraphTurn your report into client portal with Report shortcuts
  3. 21d agoWhatagraphOne broken connection won't break your reports
  4. 22d agoWhatagraphClearer charts and tables, and a faster way to find the right template
  5. 27d agoWhatagraphTrack your keywords against competitors with Ahrefs Rank Tracker
  6. 1mo agoWhatagraphBasis rebuilt: faster data, cleaner numbers, per-client sources
  7. 2mo agoROOTROOT 6.32.24 patches the 6.32 maintenance branch
  8. 2mo agoROOTROOT 6.30.12 patches the 6.30 maintenance branch
  9. 2mo agoROOTROOT 6.28.16 patches the 6.28 maintenance branch
  10. 2mo agoROOTROOT 6.38.06 closes the 6.38 series, adds Python 3.15 support
  11. 2mo agoROOTROOT 6.40.02 fixes RNTuple model extension and SOFIE padding
  12. 2mo agoROOTROOT 6.26.20 is the final patch for the 6.26 series

Frequently asked questions

What is the difference between ROOT and Whatagraph?

They serve adjacent needs but don't currently overlap on shipped themes. Whatagraph 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.

Is ROOT better than Whatagraph?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Whatagraph 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.

What are the best alternatives to ROOT?

Top ROOT alternatives in Analytics are ranked by recent ship velocity. Browse the "ROOT alternatives" section above for the current picks, or visit /alternatives/cern-root for the full list with editorial commentary on each.

What are the best alternatives to Whatagraph?

Top Whatagraph alternatives in Analytics are ranked by recent ship velocity. Browse the "Whatagraph alternatives" section above for the current picks, or visit /alternatives/whatagraph for the full list with editorial commentary on each.