OpenGradient (OPG): Building Verifiable On-Chain AI Inference Infrastructure

HTX NewsPublished on 2026-04-29Last updated on 2026-04-29

Abstract

OpenGradient (OPG) is a decentralized AI inference infrastructure network focused on turning AI outputs into verifiable, auditable on-chain data.

OpenGradient (OPG) is a decentralized AI inference infrastructure network focused on turning AI outputs into verifiable, auditable on-chain data. This allows smart contracts to use AI results more reliably and addresses the core issue of making AI outputs trustworthy on-chain. As AI and Web3 continue to converge, this approach opens up new possibilities for on-chain applications and expands what they can realistically support.

On the team side, OpenGradient’s core members come from institutions such as Two Sigma, Palantir, and Google, with experience in AI infrastructure and quantitative systems. Notably, the CTO was Tech Lead of Palantir’s AI Platform (AIP), where he led LLM reasoning infrastructure and AI agent execution. Since its founding in 2024, the project has completed multiple funding rounds totaling approximately $9.5 million, with investors including a16z and Coinbase Ventures.

What sets OpenGradient apart is its approach to verifiable inference. Through its inference engine, developers can call machine learning models directly from smart contracts. The system uses a mix of zkML proofs and Trusted Execution Environments (TEE) to verify results, which are then confirmed at the network level. This setup balances performance and trust, reduces the typical “black-box” concerns around AI, and makes it more practical to use AI in scalable on-chain environments.

The project is already moving beyond the concept stage. Its testnet is live, with working support for smart contract-based AI calls, and both the model repository and SDK are available for developers. According to project disclosures, OpenGradient has processed over 2 million verifiable AI inferences and has 263,500+ unique wallets, with more than 4,400 models deployed and over 500K zkML proofs and TEE attestations generated. It is also fully EVM-compatible. In addition, applications like BitQuant, MemSync, and Twin.Fun helps demonstrate real use cases, while integrations with other AI and on-chain protocols are gradually building out the ecosystem.

From a market perspective, OPG is deployed on Base with a total supply of 1 billion tokens, used for gas, staking, governance, and model usage. Around 19% of tokens were in circulation at TGE, implying an initial market cap of about $34 million. The token is currently trading in the $0.28–$0.31 range, with a circulating market cap near $54 million and an FDV of roughly $280–$300 million. Team and investor tokens are locked for one year, and most other allocations follow a long-term release schedule, meaning there is no major short-term unlock pressure. At this stage, price movement is mainly driven by liquidity and market sentiment. After the initial post-TGE pullback, token distribution appears to be stabilizing, which can support further trading activity.

Overall, OpenGradient offers clear direction in the emerging field of on-chain verifiable AI. It combines early product validation, growing ecosystem activity, and a relatively balanced token structure. With AI still a major theme in the market, this mix of moderate float, early-stage valuation, and real usage gives OPG room to attract attention.

OPG is now listed on HTX, and until April 30, users can join a campaign to share $3,000 in OPG rewards by completing simple tasks such as following and retweeting.

Trending Cryptos

Related Reads

The Verdict in Choi Tae-won's Divorce Case: Revealing the Inheritance Undercurrent Behind SK Hynix's Trillion-Won Empire

SK Group Chairman Chey Tae-won's high-profile divorce case, involving a record 1.38 trillion won settlement, has drawn attention to the succession plans for Korea's second-largest conglomerate, especially its crown jewel, SK hynix. Unlike traditional chaebol scripts centered on the eldest son, Chey's three children from his marriage to former President Roh Tae-woo's daughter, Roh Soh-yeong, are carving distinct, non-traditional paths. Eldest daughter Chey Yun-jung (b. 1989) is seen as the most evident successor. With a scientific and consulting background, she holds executive roles at SK bioscience and SK Inc.'s growth support department, focusing on future strategy and biopharma. Her marriage is to an AI infrastructure entrepreneur, not a traditional business alliance. Second daughter Chey Min-jung (b. 1991) took a unique route, voluntarily serving as a South Korean naval officer, including an anti-piracy deployment. She later worked on policy and strategy for SK hynix in Washington D.C. before co-founding an AI-driven healthcare startup. She married a former U.S. Marine Corps officer, connecting her to U.S. defense and policy circles—networks crucial for a global semiconductor giant. The only son, Chey In-geun (b. 1995), who studied physics like his father, worked briefly at SK E&S before joining McKinsey. Despite fitting the traditional "heir" profile as the eldest son, he remains silent and holds no public position or shares in SK, suggesting the old succession playbook is obsolete. As SK hynix's valuation soars, becoming a geopolitical asset in the AI era, the heirs' legitimacy is no longer automatic. They must prove themselves in fields like AI biotech, global policy, and strategic consulting. Their marriages also reflect new elite networks in tech and defense, not old political alliances. Their inheritance is the complex challenge of navigating a globalized, tech-driven world, not just a corporate throne.

marsbit11h ago

The Verdict in Choi Tae-won's Divorce Case: Revealing the Inheritance Undercurrent Behind SK Hynix's Trillion-Won Empire

marsbit11h ago

From OpenSea to OpenRouter: Is Alex Atallah Repeating His 'Exit at the Peak' Playbook?

From OpenSea to OpenRouter: Is Alex Atallah Repeating His "Exit at the Peak" Playbook? According to the Wall Street Journal, payments giant Stripe is in talks to acquire the AI model aggregation platform OpenRouter in a potential deal valuing the company near $100 billion. This would mark founder Alex Atallah's second creation of a company reaching a $100 billion valuation, following his co-founding of NFT marketplace OpenSea. OpenRouter, founded just over three years ago, has grown rapidly by acting as a unified gateway for developers to access over 400 AI models. It currently has about 10 million users and processes over 200 trillion tokens monthly. While the platform's annualized revenue is around $50 million, its valuation has skyrocketed from $1.3 billion in March 2026. The potential acquisition by Stripe, a company OpenRouter's founder once likened it to, represents a major expansion into AI infrastructure for the payments leader. This move echoes Atallah's previous timing with OpenSea, where he departed before the NFT market's significant downturn. For OpenRouter, selling now may be strategic. Despite its scale, its business model—charging a 5-5.5% fee on AI inference calls—faces pressure from competition, open-source models, and potential price wars among model providers, limiting its profitability narrative for an IPO. A key asset for potential acquirers like Stripe is OpenRouter's vast repository of real-world AI usage data, which offers unique insights into model performance and developer preferences that are difficult to replicate. Whether this potential deal signifies a new valuation benchmark for AI infrastructure or another market peak signal remains to be seen.

链捕手12h ago

From OpenSea to OpenRouter: Is Alex Atallah Repeating His 'Exit at the Peak' Playbook?

链捕手12h ago

Trading

Spot

Hot Articles

How to Buy OPG

Welcome to HTX.com! We've made purchasing OpenGradient (OPG) simple and convenient. Follow our step-by-step guide to embark on your crypto journey.Step 1: Create Your HTX AccountUse your email or phone number to sign up for a free account on HTX. Experience a hassle-free registration journey and unlock all features.Get My AccountStep 2: Go to Buy Crypto and Choose Your Payment MethodCredit/Debit Card: Use your Visa or Mastercard to buy OpenGradient (OPG) instantly.Balance: Use funds from your HTX account balance to trade seamlessly.Third Parties: We've added popular payment methods such as Google Pay and Apple Pay to enhance convenience.P2P: Trade directly with other users on HTX.Over-the-Counter (OTC): We offer tailor-made services and competitive exchange rates for traders.Step 3: Store Your OpenGradient (OPG)After purchasing your OpenGradient (OPG), store it in your HTX account. Alternatively, you can send it elsewhere via blockchain transfer or use it to trade other cryptocurrencies.Step 4: Trade OpenGradient (OPG)Easily trade OpenGradient (OPG) on HTX's spot market. Simply access your account, select your trading pair, execute your trades, and monitor in real-time. We offer a user-friendly experience for both beginners and seasoned traders.

3.5k Total ViewsPublished 2026.04.20Updated 2026.06.02

How to Buy OPG

Discussions

Welcome to the HTX Community. Here, you can stay informed about the latest platform developments and gain access to professional market insights. Users' opinions on the price of OPG (OPG) are presented below.

活动图片