INFRA · APIS
BigQuery doubles down on Iceberg, graph, and global data sharing as the lakehouse fight intensifies.
Alternatives · Analytics
Maze alternatives
The best Maze alternatives in Analytics, ranked by Sparkpulse's velocity_score.
About Maze
UX research platform is reshaping itself around AI moderation and AI-driven analysis.
Maze is shipping aggressively across two adjacent fronts: AI-driven research execution (AI Moderator with adaptive conversation styles, visual stimulus support) and AI-driven analysis (thematic analysis now generated automatically across every study type). Around the AI core, recent releases also tighten panel recruitment with Fresh Eyes participant-freshness controls, expand Global Search to blocks and interview sessions, and improve Variant Comparison reliability for A/B prototype tests.
Velocity 3.8 · Last update 11d ago
Top 12 alternatives to Maze
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
Zoho Analytics is becoming the BI fabric for the Zoho stack — and an embed play for everyone else.
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.
Frequently asked questions
What are the best alternatives to Maze?
The top Maze alternatives we currently track in Analytics are BigQuery, Pinecone, June, Zoho Analytics, Holistics, ranked by recent ship velocity.
How is this list of Maze alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Maze directly with one of these alternatives?
Yes — every card has a "Compare with Maze" link to a side-by-side /compare page.