Introducing Hedera Stats: Unlocking Powerful and Transparent Network Insights Powered by Hgraph
Open-source tooling, APIs and a demo Grafana dashboard to empower developers, enterprises, and investors with key Hedera network data.
Fractured data leads to fractured decisions. What if every stakeholder in the Hedera ecosystem had easy access to accurate, real-time, standardized insights? The Hedera network is an enterprise-grade, open-source Layer 1 blockchain. It’s built on Hiero under the Linux Foundation Decentralized Trust and governed by world leading organizations.
Reliable data fuels its growth. That’s why we created Hedera Stats—a set of tools and a demo dashboard delivering insights for developers, businesses, and investors. This launch marks the beginning of a new open-source framework for delivering Hedera network statistics, powered by Hgraph.
“In 2024, we transformed the data landscape on Hedera with breakthrough analytics tools and infrastructure. This year, we continue to explore massive opportunities that lie within the most difficult problems on Hedera and beyond. Hedera Stats is the latest way we are accelerating growth for the ecosystem.”
From Transactions to Insights
Hedera Stats transforms billions of mirror node transactions into clear, actionable insights. It’s an open-source set of methodologies and tooling paired with a demo Grafana dashboard, offering key statistics for the Hedera network. Track metrics like network revenue, total value locked (TVL), stablecoin liquidity, active accounts, and time to consensus.
The data comes from Hedera mirror nodes and trusted sources like DeFiLlama. At Hgraph, we own and operate multiple bare-metal nodes. Developers can tap into these insights using Hgraph’s GraphQL API to enhance their apps. Enterprises and investors can rely on them for smart decision-making. Infrastructure providers can adhere to these methodologies to unlock new value in their data streams.
Hedera Stats joins a collection of exciting new products, services, and tooling arriving from Hgraph in 2025. View our Hedera Stats Grafana demo dashboard →
Bringing this all together, the demo Grafana dashboard presents these network statistics in a simple, user-friendly way. Grafana is an open-source analytics and visualization platform that lets users query, explore, and display data from various sources through customizable, interactive dashboards.
These tools help anyone monitor Hedera network performance, spot economic trends, and find useful insights with shared methodologies and data. Once you can see the data in front of you, it becomes easier to imagine how it all fits into your strategy. Have questions or need a custom dashboard to provide business-specific insights? Hgraph is here to support, please do not hesitate to reach out.
“With the support of Hgraph, we at Hashgraph are able to deliver on a key priority: providing our community with transparent, open metrics on the performance and growth of the Hedera public network. In addition, Hgraph empowers us with valuable network insights, enabling data-driven decision-making that fuels continued network growth.”
Contributors and Adoption
Hedera Stats is spearheaded by our team here at Hgraph, a trusted technical partner for enterprise and startups. From operating bare-metal hardware nodes to delivering a powerful GraphQL API, Hgraph is uniquely positioned to unlock Hedera’s data potential. We work closely with key individuals, experts, and organizations across the ecosystem to ensure our methodologies and tooling are robust, transparent, and aligned with real-world needs.
Hgraph is currently partnered with Hashgraph to drive this initiative forward, addressing critical data gaps through a growing pipeline of new endpoints and documentation. Leading organizations, startups and projects already trust Hedera Stats data streams, including:
Plus your project…
Viewing “Active Developer Accounts” using Hgraph’s Hedera Stats →
Why We Need Hedera Stats
In a decentralized world, data isn’t just power—it’s the foundation of progress. Without consistent, reliable metrics, leaders are unable to make well informed decisions. Without complete and accurate data, capital allocation decisions might take longer to make, for example, potentially leading to slower growth if we’re not aligned on the same facts. Hedera Stats mitigates the risk of fragmented or misinformed decision making by prioritizing three key elements:
Transparency - Open-source methodologies and tooling that anyone can review, trust, implement and contribute to. We write our shared story together.
Simplicity - Clear, community-driven standards that make sense for all stakeholders. This means a deep contextual and nuanced understanding of what actually matters.
Accessibility - Data access must be easy, affordable, and flexible. Get a free Hgraph API key to utilize Hedera Stats in your project, upgrade later if you need more usage.
“As Chair of the Hedera Governing Council’s Network Utilization Committee, UseCom, I use Hedera Stats as a resource to inform our strategic discussions. The transparency of its methodologies and open-source code reinforces the trust that defines the Hedera ecosystem.”
Possible use cases include:
An organization might want to generate detailed reports and custom presentations by integrating Hedera Stats data endpoints into their preferred applications using Hgraph’s APIs.
An autonomous agent might be tasked with watching smart contract activity and reacting in real-time. The agent might use a real-time subscription query via Hgraph’s GraphQL API.
A DeFi project might want to show the value impact they have on Hedera network revenue during a large burst of user activity (our mint started at 5PM and revenue on Hedera 5x).
An investor could check the Hedera Stats Grafana dashboard in the morning to assess economic activity on the Hedera network and engagement levels with its services.
Whether you’re a developer building your own Hedera analytics dashboard, an executive planning strategy, or an investor eyeing HBAR, Hedera Stats sets forward a new pathway for ecosystem growth acceleration. This is just the start—we want your feedback to guide what’s next!
The Bigger Picture
The idea for Hedera Stats started in spring 2024 after spotting a gap: the Hedera ecosystem needed better, more accessible data for analysis. By fall 2024, development accelerated with the launch of our Hedera Revenue dashboard. Now, we’re sharing a strong starting point with big plans ahead. The Hedera Stats dashboard is still evolving and will soon reach a wider audience on Grafana—watch for updates! Here’s what’s coming:
More time periods for detailed analysis.
Support for AI related activity statistics.
Ability to view project-specific analytics.
Mobile friendly dashboards.
Top 50 rankings for contracts, NFTs, and fungible tokens.
Richer data on HBAR, Hedera’s native cryptocurrency.
Metrics designed for Ethereum Virtual Machine (EVM) integrations.
Plus more, shaped by community ideas.
“In an industry driven by narratives, data is often the most powerful way to tell the real story. Hedera Stats provides a sustainable, open approach to ecosystem metrics—with one goal: to ensure everyone is working from the same set of facts.”
Start building with Hgraph today.
Dear Developers and Data Nerds
Hedera Stats is a community-driven effort, and we invite you to join us:
Share feedback or submit issues via the GitHub repository.
Get a free Hgraph API key and start integrating Hedera Stats and other data.
Need custom dashboards or expert guidance? Reach out to Hgraph for consulting services.
Explore the developer documentation for detailed resources.
GraphQL example query:
Here's an example GraphQL API query to get the average network time to consensus over the past hour (a query used for our Grafana dashboard): Run and modify this query in our developer playground.
query GetRecentNetworkTTC {
ecosystem_metric(
where: {name: {_eq: "avg_time_to_consensus"}}
order_by: {end_date: desc_nulls_last}
limit: 1
) {
total
end_date
}
}Our Mission: Data For Everyone
At Hgraph, we believe data is the cornerstone of innovation. Hedera Stats isn’t just about numbers, it’s about empowering developers, enterprises, and investors to build, grow, and thrive on Hedera and beyond. It’s the biggest way we can have a positive impact on the network.
Ready to harness the power of Hedera’s data? Sign up for a free API key and explore Hedera Stats today. For enterprises seeking tailored solutions, our team is here to help—contact us to discuss your needs.
Together, let’s shape the future of decentralized technology with data that drives decisions.
