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Alternatives · Analytics
Zoho Analytics alternatives
The best Zoho Analytics alternatives in Analytics, ranked by Sparkpulse's velocity_score.
About Zoho Analytics
Zoho Analytics is becoming the BI fabric for the Zoho stack — and an embed play for everyone else.
Zoho Analytics is executing on two parallel motions: deepening as the unified analytics layer across Zoho's own vertical apps (CRM, ERP, Inventory, Books, plus the Tally Prime connector for Indian finance teams), and pitching itself to outside SaaS builders as a white-label embedded BI option. The Q1 2026 rollup landed custom visualizations, drill actions, archive-data performance work, and stronger white-label security. Content output is heavy: half of the recent activity reads as thought leadership on embedded and white-label BI rather than feature releases.
Velocity 6.3 · Last update 17h ago
Top 12 alternatives to Zoho Analytics
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
Pinecone widens from vector DB to retrieval app platform with Marketplace and BM25.
ANALYTICS
June's last visible push was a tight May 2025 B2B sprint — Custom Objects, SQL traits, PostHog integration.
ANALYTICS
Holistics turns the BI dashboard into a conversational AI surface, on customer-owned models.
ANALYTICS
NocoDB shifts from spreadsheet-database into a multi-surface workspace with a clearer paid tier.
ANALYTICS
Whatagraph adds Data Storage and a Snowflake source — agency reports stop waiting on live API calls.
ANALYTICS
Lightdash chips away at the SQL barrier with NL-to-formula table calcs and metric-tree visualization.
ANALYTICS
Field-data captures grow a BI layer while mobile coasts on fixes.
ANALYTICS
Hex bets the product on prompt-as-authoring: data apps are now one sentence away.
ANALYTICS
neo4j-cli ships explicitly for AI agents — Neo4j makes its 'AX' bet concrete.
ANALYTICS
Cube ships Creator Mode and a Slack agent — embedded BI and agent surfaces in the same month.
ANALYTICS
Chord is rebuilding Copilot on Anthropic models, Enriched Context, and a breaking SQL infra change.
Frequently asked questions
What are the best alternatives to Zoho Analytics?
The top Zoho Analytics alternatives we currently track in Analytics are BigQuery, Pinecone, June, Holistics, NocoDB, ranked by recent ship velocity.
How is this list of Zoho Analytics alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Zoho Analytics directly with one of these alternatives?
Yes — every card has a "Compare with Zoho Analytics" link to a side-by-side /compare page.