By Yuliya, PANews Ethereum's high and volatile gas fees have long been a persistent impediment to mass adoption and a persistent pain point for developers and users. Against this backdrop, ETHGas, a bold initiative designed to make gas "invisible," emerged. PANews recently spoke exclusively with the founders of ETHGas, delving into their journey to build a "real-time Ethereum" from a pandemic-induced epiphany. This conversation will reveal how ETHGas pioneered financial markets for the "blockspace" and, through the "Open Gas Initiative," collaborates with leading protocols to jointly chart and realize a user-friendly "gas-free future." Epiphany during the pandemic: Reshaping Gas from a “transaction tax” to a “financial market” PANews: As far as I know, the idea for ETHGas was born during the special period of epidemic isolation. What industry pain points did you observe at that time? What was the "moment of enlightenment" that prompted you to decide to build a "real-time Ethereum" and devote yourself to making Gas "invisible"? ETHGas: Haha, yes, it was an unforgettable time. I was stuck in a hotel with nothing to do but keep an eye on the market. I witnessed the frenzy of DeFi Summer firsthand, but also the immense friction behind it: gas fees skyrocketed like an out-of-control beast, and ordinary users were either priced out or had their transactions stuck, resulting in a terrible experience. I thought at the time, it was like a beautifully designed highway with chaotic toll booths, random tolls, and sometimes even direct traffic. This couldn't be the future. That "aha moment" was when I realized the problem wasn't gas fees themselves, but how we were treating them. We'd been treating them like an unavoidable "tax," rather than a managed financial market. I thought, if we can build financial markets for airline fuel and farmers' grain, why can't we do the same for Ethereum's blockspace? This idea became the starting point for our journey to building "Real Ethereum" and achieving "Invisible Gas." “Gas-Free Future”: Paving the Way for the Next Billion Users PANews: Currently, the vast majority of Ethereum users view gas fees as an unavoidable transaction friction. ETHGas' vision is to make gas "invisible." Can you describe this "gas-free future"? Why is achieving this vision crucial to Ethereum's next wave of mass adoption? ETHGas: Of course. What we call a "gas-free future" is actually a return to daily, non-perceptible experience. Imagine buying a latte at your favorite coffee shop. You wouldn't be asked to pay an unspecified "electricity fee" when you pay, and the price wouldn't fluctuate by the second depending on the power grid's activity. All you care about is the price and taste of the coffee itself. The coffee shop owner has already taken care of the electricity cost as an operating expense in the background. But on Ethereum today, every transaction is like paying this volatile "electricity fee"—also known as the gas fee. It's confusing and fraught with uncertainty, and it's the "last mile" hindering Web3 from reaching the mainstream. By making Gas “invisible”, we are removing this barrier, allowing Ethereum to truly achieve mass adoption and pave the way for the next billion users. PANews: ETHGas's solution is quite unique. Rather than simply lowering gas fees, you've pioneered the creation of a financial market for "blockspace." Can you explain how this transforms the abstract concept of "blockspace" into a standardized asset that can be traded like stocks and options? ETHGas: Our core is to transform a chaotic and unpredictable market into a structured financial market. You can think of it this way: before the emergence of ETHGas, buying block space was like buying something at a crowded and disorderly street market. You never knew the real price and were not sure whether you could buy what you needed. ETHGas is creating a platform similar to the New York Stock Exchange for blockspace. We've created standardized products like inclusion preconfirmations . Now, a protocol can purchase a guarantee that its transaction will be included in the next block at a fixed price. In this way, we transform blockspace from an abstract concept into a predictable, tradable, and hedgeable financial asset, significantly improving the efficiency of on-chain capital operations. “Real-time Ethereum”: The era of millisecond settlement PANews: You've proposed the concept of "Realtime Ethereum," claiming to achieve millisecond-level transaction settlement. How exactly is this achieved? What previously unimaginable possibilities will this extreme speed and certainty unlock for traders and developers? ETHGas: "Live Ethereum" is a direct result of our blockspace market. Because builders and protocols can now pre-purchase guarantees for future blocks before they are even produced, they can operate with absolute certainty. They know exactly when and how their transactions will be successfully included on the blockchain. This unlocks numerous possibilities that were previously impossible due to network latency. For high-frequency traders, it provides a decisive competitive advantage. For project developers, it means they can build applications with instant settlement—complex applications that were previously impossible due to network latency and congestion are now possible, making the experience truly "instant." Ecological Flywheel: "Open Gas Plan" and Win-Win Cooperation for All Parties PANews: To promote a "gas-free future," you launched the Open Gas Initiative. Can you share which leading protocols are currently collaborating with ETHGas? How will you work with them to create a gas-free experience for end users? ETHGas: The Open Gas Initiative is our alliance to build a more engaging and user-friendly Web3. We are proud to announce that industry leaders such as ether.fi, EigenLayer, and Pendle have become our first founding partners, with more partners to be announced soon. Our partnership model is simple: through our platform, they can sponsor gas fees for their users' transactions. For example, a user stakes on the protocol platform, the protocol pays the gas costs, and the user can then claim this rebate directly from the ETHGas dashboard . We transform gas fees, a cost center for projects, into their most powerful tool for user acquisition and retention. PANews: This sounds like a powerful closed loop of growth: validators provide block space, attracting protocol members, and the protocol bringing in a massive user base. So, within this closed loop, how do you incentivize validators and staking operators to join the network and provide "fuel" for the entire ecosystem? ETHGas: You hit the nail on the head. This is the core engine of our growth flywheel. Our incentive logic for validators is simple and direct: to provide them with higher market-driven returns. Through our block space trading platform, validators no longer just passively receive unstable MEV income. Instead, they can actively package their block space into high-value, programmable financial products and sell them, thereby opening up a new, stable source of income with generally higher returns. As the ecosystem develops, stakers and protocol parties will gradually recognize the existence of this excess return, thereby encouraging their staking service providers to integrate ETHGas. We drive growth on the supply side of the entire ecosystem by providing the most competitive staking returns on the market. Two-step strategy: from gas rebates to permanent cost hedging PANews: ETHGas has launched the highly anticipated "Open Gas Initiative," which is bringing together the industry's top protocols. What role does this initiative play in your "Gasless Future" campaign? Is it a short-term marketing initiative, or is it the first step towards a permanent, sustainable "gasless model"? ETHGas: This is definitely the starting point for a permanent, sustainable model. The Gasless Future campaign is our gateway to guiding users into the ETHGas ecosystem. First, it uses gamification to allow users to intuitively experience gas costs and complete market education. Second, the campaign demonstrates to the protocol parties the significant impact of a "gas-free experience" on user engagement. This initial phase allows protocol parties to immediately see the significant, direct impact of providing a gas-free experience on user retention and activity, and lays the foundation for the next phase of development. PANews: So, starting with gas rebates, what's the next step? How will you help protocol partners transition from "subsidizing gas" to a more mature model? ETHGas: This is exactly what's key to long-term sustainability. Gas rebates are just the first phase. As our blockspace finance market matures, we'll introduce more sophisticated tools for our partners. This includes products like Base Fee Futures , which allow protocols to hedge against gas price volatility. Instead of passively paying gas fees, they can proactively lock in their gas costs for the next month or quarter, much like airlines hedge their fuel costs. This will transform gas from an volatile operational expense into a predictable, manageable budget item, enabling true long-term financial planning and a permanent gas-free user experience. PANews: Looking ahead, what are the next key milestones for ETHGas? Do you have any specific suggestions for partners who are eager to join this revolution and build the ecosystem together? ETHGas: Our vision is becoming a reality. We recently released the second chapter of our "Gasless Future" campaign, officially launching the long-awaited Gas Report Card for the community. This is not just a feature update, but also our commitment to the future. And this future needs to be built by each of us together. Whether you are a user, developer or validator, you all have an indispensable role to play: To all users, I want to say: Please actively participate in the "Gasless Future" campaign! This isn't just about checking your gas report and claiming a rebate; it's about taking action and voting for a future Ethereum that benefits everyone. Your voice and choice are the fundamental driving force behind this transformation. For developers and protocol partners: This is a great opportunity to transform the user experience from a "pain point" to a "highlight." We sincerely invite you to join the "Open Gas Project" and work together to leave complex gas issues behind, providing the smoothest and most seamless experience to your users, and building this into your unique core competitiveness. For validators: We invite you to connect with the highest-yielding, most predictable value network on Ethereum. Contact us to explore how you can unlock unprecedented value from your blockspace. A "gas-free future" isn't a distant dream; it's an engineering and community challenge we're working on together. Follow @ETHGasOfficial on X and join us in building this future. By Yuliya, PANews Ethereum's high and volatile gas fees have long been a persistent impediment to mass adoption and a persistent pain point for developers and users. Against this backdrop, ETHGas, a bold initiative designed to make gas "invisible," emerged. PANews recently spoke exclusively with the founders of ETHGas, delving into their journey to build a "real-time Ethereum" from a pandemic-induced epiphany. This conversation will reveal how ETHGas pioneered financial markets for the "blockspace" and, through the "Open Gas Initiative," collaborates with leading protocols to jointly chart and realize a user-friendly "gas-free future." Epiphany during the pandemic: Reshaping Gas from a “transaction tax” to a “financial market” PANews: As far as I know, the idea for ETHGas was born during the special period of epidemic isolation. What industry pain points did you observe at that time? What was the "moment of enlightenment" that prompted you to decide to build a "real-time Ethereum" and devote yourself to making Gas "invisible"? ETHGas: Haha, yes, it was an unforgettable time. I was stuck in a hotel with nothing to do but keep an eye on the market. I witnessed the frenzy of DeFi Summer firsthand, but also the immense friction behind it: gas fees skyrocketed like an out-of-control beast, and ordinary users were either priced out or had their transactions stuck, resulting in a terrible experience. I thought at the time, it was like a beautifully designed highway with chaotic toll booths, random tolls, and sometimes even direct traffic. This couldn't be the future. That "aha moment" was when I realized the problem wasn't gas fees themselves, but how we were treating them. We'd been treating them like an unavoidable "tax," rather than a managed financial market. I thought, if we can build financial markets for airline fuel and farmers' grain, why can't we do the same for Ethereum's blockspace? This idea became the starting point for our journey to building "Real Ethereum" and achieving "Invisible Gas." “Gas-Free Future”: Paving the Way for the Next Billion Users PANews: Currently, the vast majority of Ethereum users view gas fees as an unavoidable transaction friction. ETHGas' vision is to make gas "invisible." Can you describe this "gas-free future"? Why is achieving this vision crucial to Ethereum's next wave of mass adoption? ETHGas: Of course. What we call a "gas-free future" is actually a return to daily, non-perceptible experience. Imagine buying a latte at your favorite coffee shop. You wouldn't be asked to pay an unspecified "electricity fee" when you pay, and the price wouldn't fluctuate by the second depending on the power grid's activity. All you care about is the price and taste of the coffee itself. The coffee shop owner has already taken care of the electricity cost as an operating expense in the background. But on Ethereum today, every transaction is like paying this volatile "electricity fee"—also known as the gas fee. It's confusing and fraught with uncertainty, and it's the "last mile" hindering Web3 from reaching the mainstream. By making Gas “invisible”, we are removing this barrier, allowing Ethereum to truly achieve mass adoption and pave the way for the next billion users. PANews: ETHGas's solution is quite unique. Rather than simply lowering gas fees, you've pioneered the creation of a financial market for "blockspace." Can you explain how this transforms the abstract concept of "blockspace" into a standardized asset that can be traded like stocks and options? ETHGas: Our core is to transform a chaotic and unpredictable market into a structured financial market. You can think of it this way: before the emergence of ETHGas, buying block space was like buying something at a crowded and disorderly street market. You never knew the real price and were not sure whether you could buy what you needed. ETHGas is creating a platform similar to the New York Stock Exchange for blockspace. We've created standardized products like inclusion preconfirmations . Now, a protocol can purchase a guarantee that its transaction will be included in the next block at a fixed price. In this way, we transform blockspace from an abstract concept into a predictable, tradable, and hedgeable financial asset, significantly improving the efficiency of on-chain capital operations. “Real-time Ethereum”: The era of millisecond settlement PANews: You've proposed the concept of "Realtime Ethereum," claiming to achieve millisecond-level transaction settlement. How exactly is this achieved? What previously unimaginable possibilities will this extreme speed and certainty unlock for traders and developers? ETHGas: "Live Ethereum" is a direct result of our blockspace market. Because builders and protocols can now pre-purchase guarantees for future blocks before they are even produced, they can operate with absolute certainty. They know exactly when and how their transactions will be successfully included on the blockchain. This unlocks numerous possibilities that were previously impossible due to network latency. For high-frequency traders, it provides a decisive competitive advantage. For project developers, it means they can build applications with instant settlement—complex applications that were previously impossible due to network latency and congestion are now possible, making the experience truly "instant." Ecological Flywheel: "Open Gas Plan" and Win-Win Cooperation for All Parties PANews: To promote a "gas-free future," you launched the Open Gas Initiative. Can you share which leading protocols are currently collaborating with ETHGas? How will you work with them to create a gas-free experience for end users? ETHGas: The Open Gas Initiative is our alliance to build a more engaging and user-friendly Web3. We are proud to announce that industry leaders such as ether.fi, EigenLayer, and Pendle have become our first founding partners, with more partners to be announced soon. Our partnership model is simple: through our platform, they can sponsor gas fees for their users' transactions. For example, a user stakes on the protocol platform, the protocol pays the gas costs, and the user can then claim this rebate directly from the ETHGas dashboard . We transform gas fees, a cost center for projects, into their most powerful tool for user acquisition and retention. PANews: This sounds like a powerful closed loop of growth: validators provide block space, attracting protocol members, and the protocol bringing in a massive user base. So, within this closed loop, how do you incentivize validators and staking operators to join the network and provide "fuel" for the entire ecosystem? ETHGas: You hit the nail on the head. This is the core engine of our growth flywheel. Our incentive logic for validators is simple and direct: to provide them with higher market-driven returns. Through our block space trading platform, validators no longer just passively receive unstable MEV income. Instead, they can actively package their block space into high-value, programmable financial products and sell them, thereby opening up a new, stable source of income with generally higher returns. As the ecosystem develops, stakers and protocol parties will gradually recognize the existence of this excess return, thereby encouraging their staking service providers to integrate ETHGas. We drive growth on the supply side of the entire ecosystem by providing the most competitive staking returns on the market. Two-step strategy: from gas rebates to permanent cost hedging PANews: ETHGas has launched the highly anticipated "Open Gas Initiative," which is bringing together the industry's top protocols. What role does this initiative play in your "Gasless Future" campaign? Is it a short-term marketing initiative, or is it the first step towards a permanent, sustainable "gasless model"? ETHGas: This is definitely the starting point for a permanent, sustainable model. The Gasless Future campaign is our gateway to guiding users into the ETHGas ecosystem. First, it uses gamification to allow users to intuitively experience gas costs and complete market education. Second, the campaign demonstrates to the protocol parties the significant impact of a "gas-free experience" on user engagement. This initial phase allows protocol parties to immediately see the significant, direct impact of providing a gas-free experience on user retention and activity, and lays the foundation for the next phase of development. PANews: So, starting with gas rebates, what's the next step? How will you help protocol partners transition from "subsidizing gas" to a more mature model? ETHGas: This is exactly what's key to long-term sustainability. Gas rebates are just the first phase. As our blockspace finance market matures, we'll introduce more sophisticated tools for our partners. This includes products like Base Fee Futures , which allow protocols to hedge against gas price volatility. Instead of passively paying gas fees, they can proactively lock in their gas costs for the next month or quarter, much like airlines hedge their fuel costs. This will transform gas from an volatile operational expense into a predictable, manageable budget item, enabling true long-term financial planning and a permanent gas-free user experience. PANews: Looking ahead, what are the next key milestones for ETHGas? Do you have any specific suggestions for partners who are eager to join this revolution and build the ecosystem together? ETHGas: Our vision is becoming a reality. We recently released the second chapter of our "Gasless Future" campaign, officially launching the long-awaited Gas Report Card for the community. This is not just a feature update, but also our commitment to the future. And this future needs to be built by each of us together. Whether you are a user, developer or validator, you all have an indispensable role to play: To all users, I want to say: Please actively participate in the "Gasless Future" campaign! This isn't just about checking your gas report and claiming a rebate; it's about taking action and voting for a future Ethereum that benefits everyone. Your voice and choice are the fundamental driving force behind this transformation. For developers and protocol partners: This is a great opportunity to transform the user experience from a "pain point" to a "highlight." We sincerely invite you to join the "Open Gas Project" and work together to leave complex gas issues behind, providing the smoothest and most seamless experience to your users, and building this into your unique core competitiveness. For validators: We invite you to connect with the highest-yielding, most predictable value network on Ethereum. Contact us to explore how you can unlock unprecedented value from your blockspace. A "gas-free future" isn't a distant dream; it's an engineering and community challenge we're working on together. Follow @ETHGasOfficial on X and join us in building this future.

Dialogue with the founder of ETHGas: Gas-free experience is the gateway to the next billion users, and "rebate + hedging" is our two-step strategy

2025/10/24 15:57
9 min read
For feedback or concerns regarding this content, please contact us at crypto.news@mexc.com

By Yuliya, PANews

Ethereum's high and volatile gas fees have long been a persistent impediment to mass adoption and a persistent pain point for developers and users. Against this backdrop, ETHGas, a bold initiative designed to make gas "invisible," emerged. PANews recently spoke exclusively with the founders of ETHGas, delving into their journey to build a "real-time Ethereum" from a pandemic-induced epiphany. This conversation will reveal how ETHGas pioneered financial markets for the "blockspace" and, through the "Open Gas Initiative," collaborates with leading protocols to jointly chart and realize a user-friendly "gas-free future."

Epiphany during the pandemic: Reshaping Gas from a “transaction tax” to a “financial market”

PANews: As far as I know, the idea for ETHGas was born during the special period of epidemic isolation. What industry pain points did you observe at that time? What was the "moment of enlightenment" that prompted you to decide to build a "real-time Ethereum" and devote yourself to making Gas "invisible"?

ETHGas: Haha, yes, it was an unforgettable time. I was stuck in a hotel with nothing to do but keep an eye on the market. I witnessed the frenzy of DeFi Summer firsthand, but also the immense friction behind it: gas fees skyrocketed like an out-of-control beast, and ordinary users were either priced out or had their transactions stuck, resulting in a terrible experience. I thought at the time, it was like a beautifully designed highway with chaotic toll booths, random tolls, and sometimes even direct traffic. This couldn't be the future.

That "aha moment" was when I realized the problem wasn't gas fees themselves, but how we were treating them. We'd been treating them like an unavoidable "tax," rather than a managed financial market. I thought, if we can build financial markets for airline fuel and farmers' grain, why can't we do the same for Ethereum's blockspace? This idea became the starting point for our journey to building "Real Ethereum" and achieving "Invisible Gas."

“Gas-Free Future”: Paving the Way for the Next Billion Users

PANews: Currently, the vast majority of Ethereum users view gas fees as an unavoidable transaction friction. ETHGas' vision is to make gas "invisible." Can you describe this "gas-free future"? Why is achieving this vision crucial to Ethereum's next wave of mass adoption?

ETHGas: Of course. What we call a "gas-free future" is actually a return to daily, non-perceptible experience.

Imagine buying a latte at your favorite coffee shop. You wouldn't be asked to pay an unspecified "electricity fee" when you pay, and the price wouldn't fluctuate by the second depending on the power grid's activity. All you care about is the price and taste of the coffee itself. The coffee shop owner has already taken care of the electricity cost as an operating expense in the background.

But on Ethereum today, every transaction is like paying this volatile "electricity fee"—also known as the gas fee. It's confusing and fraught with uncertainty, and it's the "last mile" hindering Web3 from reaching the mainstream.

By making Gas “invisible”, we are removing this barrier, allowing Ethereum to truly achieve mass adoption and pave the way for the next billion users.

PANews: ETHGas's solution is quite unique. Rather than simply lowering gas fees, you've pioneered the creation of a financial market for "blockspace." Can you explain how this transforms the abstract concept of "blockspace" into a standardized asset that can be traded like stocks and options?

ETHGas: Our core is to transform a chaotic and unpredictable market into a structured financial market. You can think of it this way: before the emergence of ETHGas, buying block space was like buying something at a crowded and disorderly street market. You never knew the real price and were not sure whether you could buy what you needed.

ETHGas is creating a platform similar to the New York Stock Exchange for blockspace. We've created standardized products like inclusion preconfirmations . Now, a protocol can purchase a guarantee that its transaction will be included in the next block at a fixed price. In this way, we transform blockspace from an abstract concept into a predictable, tradable, and hedgeable financial asset, significantly improving the efficiency of on-chain capital operations.

“Real-time Ethereum”: The era of millisecond settlement

PANews: You've proposed the concept of "Realtime Ethereum," claiming to achieve millisecond-level transaction settlement. How exactly is this achieved? What previously unimaginable possibilities will this extreme speed and certainty unlock for traders and developers?

ETHGas: "Live Ethereum" is a direct result of our blockspace market. Because builders and protocols can now pre-purchase guarantees for future blocks before they are even produced, they can operate with absolute certainty. They know exactly when and how their transactions will be successfully included on the blockchain.

This unlocks numerous possibilities that were previously impossible due to network latency. For high-frequency traders, it provides a decisive competitive advantage. For project developers, it means they can build applications with instant settlement—complex applications that were previously impossible due to network latency and congestion are now possible, making the experience truly "instant."

Ecological Flywheel: "Open Gas Plan" and Win-Win Cooperation for All Parties

PANews: To promote a "gas-free future," you launched the Open Gas Initiative. Can you share which leading protocols are currently collaborating with ETHGas? How will you work with them to create a gas-free experience for end users?

ETHGas: The Open Gas Initiative is our alliance to build a more engaging and user-friendly Web3. We are proud to announce that industry leaders such as ether.fi, EigenLayer, and Pendle have become our first founding partners, with more partners to be announced soon.

Our partnership model is simple: through our platform, they can sponsor gas fees for their users' transactions. For example, a user stakes on the protocol platform, the protocol pays the gas costs, and the user can then claim this rebate directly from the ETHGas dashboard . We transform gas fees, a cost center for projects, into their most powerful tool for user acquisition and retention.

PANews: This sounds like a powerful closed loop of growth: validators provide block space, attracting protocol members, and the protocol bringing in a massive user base. So, within this closed loop, how do you incentivize validators and staking operators to join the network and provide "fuel" for the entire ecosystem?

ETHGas: You hit the nail on the head. This is the core engine of our growth flywheel. Our incentive logic for validators is simple and direct: to provide them with higher market-driven returns.

Through our block space trading platform, validators no longer just passively receive unstable MEV income. Instead, they can actively package their block space into high-value, programmable financial products and sell them, thereby opening up a new, stable source of income with generally higher returns.

As the ecosystem develops, stakers and protocol parties will gradually recognize the existence of this excess return, thereby encouraging their staking service providers to integrate ETHGas. We drive growth on the supply side of the entire ecosystem by providing the most competitive staking returns on the market.

Two-step strategy: from gas rebates to permanent cost hedging

PANews: ETHGas has launched the highly anticipated "Open Gas Initiative," which is bringing together the industry's top protocols. What role does this initiative play in your "Gasless Future" campaign? Is it a short-term marketing initiative, or is it the first step towards a permanent, sustainable "gasless model"?

ETHGas: This is definitely the starting point for a permanent, sustainable model. The Gasless Future campaign is our gateway to guiding users into the ETHGas ecosystem. First, it uses gamification to allow users to intuitively experience gas costs and complete market education. Second, the campaign demonstrates to the protocol parties the significant impact of a "gas-free experience" on user engagement.

This initial phase allows protocol parties to immediately see the significant, direct impact of providing a gas-free experience on user retention and activity, and lays the foundation for the next phase of development.

PANews: So, starting with gas rebates, what's the next step? How will you help protocol partners transition from "subsidizing gas" to a more mature model?

ETHGas: This is exactly what's key to long-term sustainability. Gas rebates are just the first phase. As our blockspace finance market matures, we'll introduce more sophisticated tools for our partners. This includes products like Base Fee Futures , which allow protocols to hedge against gas price volatility.

Instead of passively paying gas fees, they can proactively lock in their gas costs for the next month or quarter, much like airlines hedge their fuel costs. This will transform gas from an volatile operational expense into a predictable, manageable budget item, enabling true long-term financial planning and a permanent gas-free user experience.

PANews: Looking ahead, what are the next key milestones for ETHGas? Do you have any specific suggestions for partners who are eager to join this revolution and build the ecosystem together?

ETHGas: Our vision is becoming a reality. We recently released the second chapter of our "Gasless Future" campaign, officially launching the long-awaited Gas Report Card for the community.

This is not just a feature update, but also our commitment to the future. And this future needs to be built by each of us together. Whether you are a user, developer or validator, you all have an indispensable role to play:

  • To all users, I want to say: Please actively participate in the "Gasless Future" campaign! This isn't just about checking your gas report and claiming a rebate; it's about taking action and voting for a future Ethereum that benefits everyone. Your voice and choice are the fundamental driving force behind this transformation.

  • For developers and protocol partners: This is a great opportunity to transform the user experience from a "pain point" to a "highlight." We sincerely invite you to join the "Open Gas Project" and work together to leave complex gas issues behind, providing the smoothest and most seamless experience to your users, and building this into your unique core competitiveness.

  • For validators: We invite you to connect with the highest-yielding, most predictable value network on Ethereum. Contact us to explore how you can unlock unprecedented value from your blockspace.

A "gas-free future" isn't a distant dream; it's an engineering and community challenge we're working on together. Follow @ETHGasOfficial on X and join us in building this future.

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For a specific stock, the v3 endpoint lets you request transcripts by symbol, quarter, and year using the pattern: https://financialmodelingprep.com/api/v3/earning_call_transcript/{symbol}?quarter={q}&year={y}&apikey=YOUR_API_KEY here’s how you can fetch NVIDIA’s transcript for a given quarter: import requestsAPI_KEY = "your_api_key"symbol = "NVDA"quarter = 2year = 2024url = f"https://financialmodelingprep.com/api/v3/earning_call_transcript/{symbol}?quarter={quarter}&year={year}&apikey={API_KEY}"response = requests.get(url)data = response.json()# Inspect the keysprint(data.keys())# Access transcript contentif "content" in data[0]: transcript_text = data[0]["content"] print(transcript_text[:500]) # preview first 500 characters The response typically includes details like the company symbol, quarter, year, and the full transcript text. If you aren’t sure which quarter to query, the “latest transcripts” endpoint is the quickest way to always stay up to date. Cleaning and Preparing Transcript Data Raw transcripts from the API often include long paragraphs, speaker tags, and formatting artifacts. Before sending them to an LLM, it helps to organize the text into a cleaner structure. Most transcripts follow a pattern: prepared remarks from executives first, followed by a Q&A session with analysts. Separating these sections gives better control when prompting the model. In Python, you can parse the transcript and strip out unnecessary characters. A simple way is to split by markers such as “Operator” or “Question-and-Answer.” Once separated, you can create two blocks — Prepared Remarks and Q&A — that will later be summarized independently. This ensures the model handles each section within context and avoids missing important details. Here’s a small example of how you might start preparing the data: import re# Example: using the transcript_text we fetched earliertext = transcript_text# Remove extra spaces and line breaksclean_text = re.sub(r'\s+', ' ', text).strip()# Split sections (this is a heuristic; real-world transcripts vary slightly)if "Question-and-Answer" in clean_text: prepared, qna = clean_text.split("Question-and-Answer", 1)else: prepared, qna = clean_text, ""print("Prepared Remarks Preview:\n", prepared[:500])print("\nQ&A Preview:\n", qna[:500]) With the transcript cleaned and divided, you’re ready to feed it into Groq’s LLM. Chunking may be necessary if the text is very long. A good approach is to break it into segments of a few thousand tokens, summarize each part, and then merge the summaries in a final pass. Summarizing with Groq LLM Now that the transcript is clean and split into Prepared Remarks and Q&A, we’ll use Groq to generate a crisp one-pager. The idea is simple: summarize each section separately (for focus and accuracy), then synthesize a final brief. Prompt design (concise and factual) Use a short, repeatable template that pushes for neutral, investor-ready language: You are an equity research analyst. Summarize the following earnings call sectionfor {symbol} ({quarter} {year}). Be factual and concise.Return:1) TL;DR (3–5 bullets)2) Results vs. guidance (what improved/worsened)3) Forward outlook (specific statements)4) Risks / watch-outs5) Q&A takeaways (if present)Text:<<<{section_text}>>> Python: calling Groq and getting a clean summary Groq provides an OpenAI-compatible API. Set your GROQ_API_KEY and pick a fast, high-quality model (e.g., a Llama-3.1 70B variant). We’ll write a helper to summarize any text block, then run it for both sections and merge. import osimport textwrapimport requestsGROQ_API_KEY = os.environ.get("GROQ_API_KEY") or "your_groq_api_key"GROQ_BASE_URL = "https://api.groq.com/openai/v1" # OpenAI-compatibleMODEL = "llama-3.1-70b" # choose your preferred Groq modeldef call_groq(prompt, temperature=0.2, max_tokens=1200): url = f"{GROQ_BASE_URL}/chat/completions" headers = { "Authorization": f"Bearer {GROQ_API_KEY}", "Content-Type": "application/json", } payload = { "model": MODEL, "messages": [ {"role": "system", "content": "You are a precise, neutral equity research analyst."}, {"role": "user", "content": prompt}, ], "temperature": temperature, "max_tokens": max_tokens, } r = requests.post(url, headers=headers, json=payload, timeout=60) r.raise_for_status() return r.json()["choices"][0]["message"]["content"].strip()def build_prompt(section_text, symbol, quarter, year): template = """ You are an equity research analyst. Summarize the following earnings call section for {symbol} ({quarter} {year}). Be factual and concise. Return: 1) TL;DR (3–5 bullets) 2) Results vs. guidance (what improved/worsened) 3) Forward outlook (specific statements) 4) Risks / watch-outs 5) Q&A takeaways (if present) Text: <<< {section_text} >>> """ return textwrap.dedent(template).format( symbol=symbol, quarter=quarter, year=year, section_text=section_text )def summarize_section(section_text, symbol="NVDA", quarter="Q2", year="2024"): if not section_text or section_text.strip() == "": return "(No content found for this section.)" prompt = build_prompt(section_text, symbol, quarter, year) return call_groq(prompt)# Example usage with the cleaned splits from Section 3prepared_summary = summarize_section(prepared, symbol="NVDA", quarter="Q2", year="2024")qna_summary = summarize_section(qna, symbol="NVDA", quarter="Q2", year="2024")final_one_pager = f"""# {symbol} Earnings One-Pager — {quarter} {year}## Prepared Remarks — Key Points{prepared_summary}## Q&A Highlights{qna_summary}""".strip()print(final_one_pager[:1200]) # preview Tips that keep quality high: Keep temperature low (≈0.2) for factual tone. If a section is extremely long, chunk at ~5–8k tokens, summarize each chunk with the same prompt, then ask the model to merge chunk summaries into one section summary before producing the final one-pager. If you also fetched headline numbers (EPS/revenue, guidance) earlier, prepend them to the prompt as brief context to help the model anchor on the right outcomes. Building the End-to-End Pipeline At this point, we have all the building blocks: the FMP API to fetch transcripts, a cleaning step to structure the data, and Groq LLM to generate concise summaries. The final step is to connect everything into a single workflow that can take any ticker and return a one-page earnings call summary. The flow looks like this: Input a stock ticker (for example, NVDA). Use FMP to fetch the latest transcript. Clean and split the text into Prepared Remarks and Q&A. Send each section to Groq for summarization. Merge the outputs into a neatly formatted earnings one-pager. Here’s how it comes together in Python: def summarize_earnings_call(symbol, quarter, year, api_key, groq_key): # Step 1: Fetch transcript from FMP url = f"https://financialmodelingprep.com/api/v3/earning_call_transcript/{symbol}?quarter={quarter}&year={year}&apikey={api_key}" resp = requests.get(url) resp.raise_for_status() data = resp.json() if not data or "content" not in data[0]: return f"No transcript found for {symbol} {quarter} {year}" text = data[0]["content"] # Step 2: Clean and split clean_text = re.sub(r'\s+', ' ', text).strip() if "Question-and-Answer" in clean_text: prepared, qna = clean_text.split("Question-and-Answer", 1) else: prepared, qna = clean_text, "" # Step 3: Summarize with Groq prepared_summary = summarize_section(prepared, symbol, quarter, year) qna_summary = summarize_section(qna, symbol, quarter, year) # Step 4: Merge into final one-pager return f"""# {symbol} Earnings One-Pager — {quarter} {year}## Prepared Remarks{prepared_summary}## Q&A Highlights{qna_summary}""".strip()# Example runprint(summarize_earnings_call("NVDA", 2, 2024, API_KEY, GROQ_API_KEY)) With this setup, generating a summary becomes as simple as calling one function with a ticker and date. You can run it inside a notebook, integrate it into a research workflow, or even schedule it to trigger after each new earnings release. Free Stock Market API and Financial Statements API... Conclusion Earnings calls no longer need to feel overwhelming. With the Financial Modeling Prep API, you can instantly access any company’s transcript, and with Groq LLM, you can turn that raw text into a sharp, actionable summary in seconds. This pipeline saves hours of reading and ensures you never miss the key results, guidance, or risks hidden in lengthy remarks. Whether you track tech giants like NVIDIA or smaller growth stocks, the process is the same — fast, reliable, and powered by the flexibility of FMP’s data. Summarize Any Stock’s Earnings Call in Seconds Using FMP API was originally published in Coinmonks on Medium, where people are continuing the conversation by highlighting and responding to this story
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Medium2025/09/18 14:40
PayPal USD Expands to TRON Network via LayerZero

PayPal USD Expands to TRON Network via LayerZero

The post PayPal USD Expands to TRON Network via LayerZero appeared on BitcoinEthereumNews.com. This content is provided by a sponsor. PRESS RELEASE. September 18, 2025 – Geneva, Switzerland – TRON DAO, the community-governed DAO dedicated to accelerating the decentralization of the internet through blockchain technology and decentralized applications (dApps), announced today that PayPal USD will be available on the TRON network through Stargate Hydra as a permissionless token, […] Source: https://news.bitcoin.com/paypal-usd-expands-to-tron-network-via-layerzero/
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BitcoinEthereumNews2025/09/18 23:12