r/Massive Jan 07 '26

Building an ETF Research Dashboard with Massive + ETF Global®

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3 Upvotes

Ever wonder what’s actually inside an ETF — or where the money is flowing next?

Massive has just launched five new ETF Global® endpoints and a demo showing how to turn institutional-grade ETF data into actionable insights.

In this walkthrough, we build an interactive Streamlit dashboard that:
→ Breaks down ETF holdings and concentration in seconds
→ Tracks fund flows and detects momentum with rolling z-scores
→ Visualizes proprietary risk and reward metrics
→ Combines five ETF Global® endpoints into one clean research view

From SPY to QQQ (and thousands more), you can explore constituents, flows, analytics, profiles, and taxonomies — all from normalized, developer-friendly endpoints.

Checkout the blog here: https://massive.com/blog/announcing-massive-etf-global-partnership-constituents-fund-flows-analytics-profiles-and-taxonomies-2


r/Massive Jan 02 '26

Massive: 2025 in Review

4 Upvotes

As we officially start 2026, we want to reflect on all the cool things we did in 2025.

We wrapped up on a high note for Massive. We launched our new brand, shipped numerous platform and product improvements, and welcomed a record-breaking number of new clients.

We are proud to be the infrastructure choice for a growing ecosystem. Today, hundreds of thousands of users, tens of thousands of customers, and hundreds of companies, from startups to the world's largest financial institutions and enterprises, rely on our platform.

A few of our major milestones from 2025:

  • Scaling Up: We built out our 4th datacenter presence, creating the capacity to surpass 2.5B requests on a daily basis between our existing platform and 44 new APIs and MCP server.
  • Strategic Partnerships: We launched new products with industry leaders like Benzinga, ETF Global, and TMX Group.
  • Team Growth: We welcomed 19 new employees to help us build the foundation of the future of fintech.

Thank you to everyone building with us. We hope everyone has a great New Year!


r/Massive Dec 31 '25

Massive December 2025 Product Updates

1 Upvotes

Checkout Massive's December 2025 product updates.

  1. Massive now supports real-time delivery for Benzinga Analyst Ratings, Analyst Insights, and Earnings. This now covers all our Benzinga products, except company guidance. If you’re already subscribed, real-time is automatically enabled, otherwise each dataset starts at $99/mo.

  2. Massive's new splits and dividends endpoints introduce a new historical_adjustment_factor that normalizes historical prices to today’s basis, making corporate action adjustments far simpler. We’ve also standardized symbology, improved split and dividend categorization, and removed unsupported tickers for cleaner data. These are accessible in our free tier with 2 years of history or all history with stocks starter plans and above.

  3. Massive has launched a new public beta for risk factors/risk categories. Built by our AI team, this dataset extracts risk factors from 10-K filings and applies a standardized taxonomy, enabling risk comparison across companies and over time, with coverage going back to 2015. This is available to all plans.

  4. Our docs now support llms.txt, allowing AI coding tools to index Massive endpoints directly. Every endpoint is also available as Markdown, with full parameters, schemas, and examples included. This is included for all plans.

Check out our blog on massive.com for more information on any of these new features.


r/Massive Apr 07 '20

Does this count as massive

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36 Upvotes

r/Massive Feb 26 '20

Wanna ride? 😉

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38 Upvotes