Latitude
Data Analysis
Become data-driven in minutes, not months.
Like Reef, Latitude is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
We've curated 49 of the best alternatives to Reef, ranked by feature overlap, topic similarity, user ratings, and popularity. Latitude, Kanaries, and NativeBI lead the list as the closest matches.
Updated May 18, 2026
The list includes 49 freemium, so whether you're looking for a no-cost replacement or a more capable paid tier, there's an option to compare. Reef itself is freemium, which makes freemium alternatives the most natural starting point.
Many of these tools cluster around use cases like Data Analysis, Business Intelligence, Data Visualization, and Analysis — the same problem spaces Reef addresses. Cross-referencing tools that overlap on multiple topics gives a more reliable signal than category alone, because two products in the same category can still serve very different workflows.
Our ranking weighs eight signals: shared category, topic overlap, feature overlap, name and description text similarity (via PostgreSQL's pg_trgm and tsvector), Bayesian-smoothed user ratings, pricing-model match, popularity, and editorial overrides. Scores are then normalized within each tool's own candidate pool so the top match always represents the strongest available alternative.
Use the table of contents below to jump to free or paid alternatives, or scroll down to compare each option side-by-side with Reef.
Ranked by compatibility score
Data Analysis
Become data-driven in minutes, not months.
Like Reef, Latitude is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
Automate exploratory data analysis with AI
Like Reef, Kanaries is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
0 free and 49 freemium options.
25 additional candidates
Latitude ranks as the highest-scoring alternative to Reef, based on shared category, topic overlap, feature similarity, and user ratings. Ratings are still being collected for this tool.
Yes — 0 fully free and 49 freemium alternatives are available, including Latitude, Kanaries, and NativeBI.
Latitude is similarly priced (freemium) and sits in the same category (Data Analysis). View its detail page to compare features, integrations, and reviews side-by-side.
Top Data Analysis alternatives include Latitude, Kanaries, NativeBI, and DataGPTd. These tools share the same primary category and have meaningful topic overlap with Reef.
Neither Reef nor Latitude has user ratings yet — be the first to review either tool to help future visitors compare them.
Data Analysis
Turn data into actionable insights with powerful dashboards.
Like Reef, NativeBI is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
Transform data into insights with natural language.
Like Reef, DataGPTd is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
AI-Copilot for all your data analytic needs.
Like Reef, TalktoData is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
Get GPT-like answers for your business data
Like Reef, Conduit is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
Run analysis, get insights, in 1-click.
Like Reef, NeoAnalyst is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
Empower decisions with AI-driven data insights
Like Reef, DXYFER is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
Talk to your data with AI-powered text interface
Like Reef, Genius Sheets is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
One search box to find it all
Like Reef, Swirl is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
AI-powered platform for data analysis and ML collaboration.
Like Reef, Markovml is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
AI-powered data analysis for everyone.
Like Reef, DataMotto is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
Unleash your data's potential for powerful insights.
Like Reef, Dvina is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
Unlock enterprise content value with secure AI.
Like Reef, Box AI is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
Supercharge your analysis with AI-powered SQL and Python assistance.
Like Reef, Hex.tech is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
AI-powered spreadsheets for faster, smarter data analysis.
Like Reef, Rows AI is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
Unleash your data's potential with powerful analytics.
Like Reef, Mixpanel Spark is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
AI-powered analytics for product innovation
Like Reef, Amplitude is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
Convert any file or website to spreadsheet or CRM in seconds
Like Reef, Datatera is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
Converse with your data using AI-powered pandas.
Like Reef, PandasAI is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
Foundation models for time-series forecasting
Like Reef, Sulie is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
From data to insights in seconds, right in your browser.
Like Reef, DataLab is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
Visualize and analyze data seamlessly with Displayr.
Like Reef, Displayr AI is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
Data Analysis
AI-powered data analysis: SQL + Python + automation
Like Reef, Fabi.ai is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
43 more free/freemium alternatives listed below. Browse all Reef alternatives ↓
49 free or freemium alternatives to Reef on /tools/reef/alternatives.
Like Reef, Speak Ai is in the Data Analysis category. Both are freemium. Worth comparing on the detail page.
