NewsCryptoNEAR Protocol in 2026: AI Infrastructure, Private Inference and On-Chain Metrics

NEAR Protocol in 2026: AI Infrastructure, Private Inference and On-Chain Metrics

Author: AI Crypto Core·

Key Takeaways

  • •NEAR has repositioned its branding around AI infrastructure, with NEAR AI offering verifiable private inference through Trusted Execution Environments combining Intel TDX and NVIDIA GPU technology, serving clients that include the Government of Bermuda.
  • •The network delivered fast performance, with average block times under 600 milliseconds and 5.46 billion total transactions since its 2020 mainnet launch, but live throughput of 6 TPS remained far below its theoretical scaling capacity.
  • •DeFi activity was modest, with total value locked of $221 million against a market capitalization above $6 billion, and RHEA Finance APYs exceeding 500% reflected liquidity-incentive emissions rather than sustainable returns.
  • •NEAR's token economics pose structural challenges, including an unlimited supply with approximately 5% annual inflation, no burn mechanism operating at meaningful scale, and daily chain fees far below the level required to offset dilution.
  • •A NEAR Intents exploit occurred with funds reportedly returned, highlighting smart-contract risks in the flagship cross-chain intent-settlement product despite its role in the project's 2026 roadmap.
NEAR Protocol in 2026: AI Infrastructure, Private Inference and On-Chain Metrics

Overview

Reviewed October 9, 2026, this walkthrough examined the NEAR Protocol ecosystem, including its website, explorer, wallet, DeFi applications, market data and NEAR AI product. NEAR continues to position itself at the intersection of blockchain and artificial intelligence, with an emphasis on AI infrastructure, private inference and on-chain coordination.

An AI-Focused Repositioning

The NEAR ecosystem page leads with AI rather than conventional blockchain messaging. Its hero text reads: “Explore the NEAR Ecosystem — Connect with developers, founders, and AI-focused projects transforming blockchain and AI.” The site also emphasizes “the currency of agents,” private inference and on-chain AI coordination.

This represents a clear change from the network’s earlier emphasis on fast transactions and low fees. The website’s deep-purple design, clean typography and minimalist presentation also mark a shift from the colorful DeFi-focused branding common across many chains in 2022–2023. The presentation appears aimed in part at enterprise users and is consistent with the organizations listed as NEAR AI clients.

The extent to which this positioning reflects sustained traction, rather than a change in branding, remains an open question. However, AI infrastructure is now central to how NEAR presents its ecosystem.

Website Onboarding Includes a 404 Page

A search for basic project information produced an immediate onboarding problem. The NEAR About page returned a 404 “Page not found” response on October 9, 2026.

For developers evaluating a blockchain, journalists researching the project and people conducting due diligence, an About page is often among the first pages visited. Background information was instead found across blog posts and the NEAR Foundation’s Medium publication, without a single consolidated overview.

NEAR has gone through a website redesign cycle, so the missing page could have been related to a recent migration. Nevertheless, the broken page creates friction for users attempting to understand the project.

Chain Statistics: Fast Finality and Modest Live Throughput

Data from Nearblocks on October 9, 2026, showed the following:

  • NEAR price: $4.70, down 12.78% on the day
  • Total transactions: 5.46 billion
  • Live throughput: 6 TPS
  • Gas price: 0.0001 per TGas
  • Active validators: 421
  • Average block time: 0.5941 seconds
  • Block height: 219,172,541
  • Market capitalization: $6,148,263,450

The average block time of less than 600 milliseconds demonstrates fast finality. NEAR’s Nightshade sharding architecture is designed to scale theoretically to 1 million transactions per second, although the live on-chain throughput recorded during the review was 6 TPS. The difference between theoretical capacity and current usage indicates that actual demand remains well below the network’s stated performance potential.

The chain’s history is substantial. It has processed 5.46 billion transactions since mainnet launch in 2020, and block height 219,172,541 indicates continuous operation. The 421 active validators provide a meaningful decentralization base, although the network is not as broadly distributed as Ethereum.

Gas costs were also low. At 0.0001 per TGas, routine transactions generally cost fractions of a cent, an attribute that can be useful for applications where users are not expected to manage gas costs directly.

MyNearWallet Provides a Straightforward Onboarding Flow

The recommended wallet reviewed was MyNearWallet. Its landing page states: “NEAR is here. Securely store and stake your NEAR tokens and compatible assets.” The interface presents two primary options: “Create Account” and “Import Existing Account.”

NEAR’s account model differs from the hexadecimal addresses used by many other networks. Instead of an address such as 0x4a3...f92, users can have a human-readable account name such as yourname.near. This can make addresses easier to share and recognize.

Account creation requires a small storage deposit. During initial setup, that deposit may be covered by a faucet or an exchange, but the requirement can surprise users who expect wallet creation to be free. The review did not include funding the wallet or completing a transaction. It focused on the onboarding experience without going through an exchange’s full know-your-customer process.

Up to that point, the flow was described as smooth, with a clean, mobile-responsive interface and no unnecessary complexity around the initial setup.

RHEA Finance APYs Require Context

The network’s primary decentralized exchange, formerly known as Ref Finance and rebranded as RHEA Finance, was reviewed through app.ref.finance. The displayed figures were:

  • NEAR-USDC pool: 632.07% APY and $2.54 million TVL
  • NEAR-USDI pool: 512.86% APY and $4.18 million TVL

APYs above 500% are generally associated with liquidity-mining incentives rather than organic yield. In this case, the figures were characterized as token emissions, with NEAR or REF tokens distributed to early liquidity providers to encourage the growth of total value locked.

This type of incentive program is common when DeFi ecosystems are attempting to attract initial liquidity. It can produce high advertised rates temporarily, but the rates can decline as additional capital enters the pools or as emissions change. The relatively modest pool sizes also mean that the headline percentages correspond to limited absolute dollar amounts on a daily basis.

For example, a $50,000 deposit into the NEAR-USDC pool could experience a rapid decline in its effective rate if more liquidity arrives in response to the displayed APY. These pools also carry impermanent-loss risk, particularly during a sharp movement in the price of NEAR. On the day reviewed, NEAR was down approximately 12.8%.

The displayed APYs therefore should not be treated as fixed or sustainable returns, and they do not represent risk-free yield.

DefiLlama Shows a Modest DeFi Footprint

Data from DefiLlama’s NEAR page provided a broader view of the network’s DeFi activity on October 9, 2026:

  • TVL: $221.26 million, down 12.57% on the day
  • 24-hour chain fees: $5,481
  • 24-hour chain revenue: $3,836
  • 24-hour DEX volume: $47.11 million
  • 24-hour application revenue: $84,067
  • Active addresses over 24 hours: 82,447
  • Total raised: $533.7 million
  • NEAR price: $4.58

The $221.26 million TVL was modest relative to a market capitalization above $6 billion. By comparison, Solana and Avalanche have recorded DeFi TVLs in the billions. NEAR’s $47.11 million in daily DEX volume represents real activity but remains below the levels associated with the largest DeFi hubs.

The 82,447 active addresses recorded over 24 hours indicate that the network is being used and is not inactive. The difference between address activity and capital deposited into DeFi protocols may indicate that users are transacting on the network without committing substantial funds to yield strategies. It may also be consistent with NEAR’s efforts to support AI-agent transactions.

The $533.7 million in total funding is another significant figure. Andreessen Horowitz, Tiger Global and other investors have provided substantial capital, giving the project financial resources to continue development. Whether that funding translates into broader ecosystem adoption remains unresolved.

NEAR AI Uses TEE-Based Private Inference

The most distinctive product reviewed was NEAR AI. Its headline describes “Private AI inference you can verify” and says users can “Run AI on data you can’t afford to expose.” It also advertises TEE-hosted open-weight models with hardware-signed proof, Intel TDX plus NVIDIA GPU TEE, open-source and auditable software, and an OpenAI-compatible API.

The technical stack uses Trusted Execution Environments, or TEEs, combining Intel TDX with NVIDIA’s GPU TEE technology. NEAR AI’s stated model is that sensitive data can be processed inside a secure enclave and that each response can include a hardware-signed proof. Such a proof is intended to verify that the computation occurred within the protected environment rather than being exposed to the operator or another party.

The listed organizations include the Government of Bermuda, Abound, NVIDIA, Intel, Brave and Venice. NVIDIA and Intel are identified in the material as partners, not only customers, suggesting that the hardware integration is a central part of the product’s design. The Government of Bermuda is cited as a national-government workload example.

The OpenAI-compatible API is designed to reduce the migration burden for developers already using the OpenAI API interface. In principle, they could move applications to NEAR AI with limited code changes while gaining the stated TEE privacy properties.

The short review did not establish the product’s model quality, pricing compared with private-inference services from AWS or Azure, or production latency. Those factors would be relevant to assessing the prospects for enterprise adoption.

Market Data and Token Economics

Market data from CoinGecko dated October 9, 2026, showed:

  • Price: $4.68, down 12.8% on the day
  • Rank: #21
  • Market capitalization: $6.144 billion
  • Fully diluted valuation: $6.144 billion, the same as market capitalization because all supply was reported as circulating
  • 24-hour volume: $1.686 billion
  • TVL: $132.287 million
  • Perpetual futures open interest: $2.473 billion
  • Circulating supply: 1.308 billion NEAR
  • Maximum supply: unlimited

Data from CoinMarketCap showed:

  • Price: $4.68, down 12.95%
  • Rank: #17
  • Market capitalization: $6.13 billion
  • Volume: $2.05 billion
  • Holders: 15,590
  • CertiK rating: 4.5/5

NEAR has no hard supply cap. The protocol issues approximately 5% new tokens annually to fund validator rewards, creating an inflationary model. Under this structure, ecosystem growth and token demand would need to outpace dilution for long-term purchasing power to be maintained relative to fixed-supply assets.

Ethereum is also technically inflationary, although its burn mechanisms can offset issuance. The review stated that NEAR does not have a comparable burn mechanism operating at meaningful scale. The $5,481 in daily chain fees reported by DefiLlama was described as far below the level required to offset 5% annual inflation on a $6 billion market capitalization.

CoinMarketCap’s reported holder count of 15,590 was low for an asset ranked among the top 20 by market capitalization. The figure may suggest concentration among funds, venture investors and large holders, although CoinMarketCap’s methodology can undercount holders whose assets are kept on centralized exchanges.

Perpetual futures open interest of $2.473 billion was almost 40% of market capitalization. This represents substantial derivatives exposure relative to the asset’s size. During a 12.8% daily decline, liquidations in perpetual contracts can add to spot-market selling. The review therefore attributed at least part of the day’s price movement to derivatives activity, while noting that this was an interpretation of the market data rather than a confirmed finding.

NEAR Intents Exploit and Fund Recovery

During the review, a CoinMarketCap feed headline read: “NEAR Intents Exploit Funds Returned To…” NEAR Intents is described as a flagship product in the project’s 2026 roadmap. It is a cross-chain intent-settlement layer that allows users to specify an outcome, such as exchanging one asset for another, while solvers compete to complete the transaction.

The product experienced an exploit in which a vulnerability was found and funds were taken. The headline indicated that the funds were returned. Such a result can follow white-hat discovery or a negotiated return, although the specific circumstances were not established in the review.

The incident demonstrates that new and complex cross-chain systems carry smart-contract risk. The review also noted the CertiK rating of 4.5/5 and treated the recovery of funds as evidence that the ecosystem responded to the incident rather than writing off the loss. However, the recovery does not eliminate the risks associated with using a relatively new architecture.

Main Friction Points

Several issues emerged from the review:

  1. Missing About page: The 404 response is a basic but avoidable onboarding problem for a project of NEAR’s size.
  2. Unlimited token supply: Approximately 5% annual inflation creates a structural challenge if network growth does not generate sufficient demand or fee revenue.
  3. Modest DeFi TVL: TVL of $221 million compared with a market capitalization above $6 billion is a relatively low ratio. The review estimated NEAR’s ratio at approximately 3.7%, compared with a stated 10%–30% range for many comparable chains.
  4. Concentrated holder base: The 15,590 holders reported by CoinMarketCap may indicate concentration, although exchange custody can affect the figure.
  5. High advertised DeFi APYs: The 632.07% and 512.86% rates on RHEA Finance appear to reflect incentive emissions rather than sustainable returns. Users unfamiliar with liquidity-mining mechanics could misunderstand the risk.

The TVL comparison has two possible interpretations: the ecosystem may still be developing, or NEAR’s primary activity may be shifting away from conventional DeFi toward AI-related workloads, making TVL a less complete measure of usage. Both interpretations remain possible based on the data reviewed.

Who NEAR Is Designed to Serve

NEAR’s strongest stated use case is for AI infrastructure developers who need a fast, low-cost Layer 1 with a privacy-preserving compute layer through NEAR AI and TEEs. For teams building AI-agent applications that require verifiable private inference, the combination of Intel and NVIDIA technology and the listed Government of Bermuda workloads provides a specific product narrative.

The network also targets developers seeking sub-600-millisecond finality, low gas costs and a growing developer ecosystem. Human-readable accounts and the available tooling are intended to make the development and user experience more accessible.

The available data does not support describing NEAR as a major DeFi hub. Its TVL is relatively limited, and the highest advertised yields are incentive-driven. The network also is not a privacy coin: NEAR AI’s TEE-based inference is designed to protect AI workloads, while transactions on the base chain remain public.

The unlimited-supply model likewise means that token scarcity is not the basis of the asset’s economics. Demand would need to come from network use, including applications, workloads and AI inference, rather than from a fixed maximum supply.

Conclusion

NEAR Protocol in 2026 is a funded blockchain network with fast block times, low transaction costs, human-readable accounts and a sharding architecture designed for scale. Its clearest strategic shift is toward AI infrastructure, particularly through NEAR AI’s TEE-based private inference and its listed enterprise and government clients.

At the same time, the network has unresolved weaknesses. The website’s missing About page complicates onboarding, DeFi TVL is modest relative to market capitalization, the token supply is inflationary without a burn mechanism operating at comparable scale, and the CoinMarketCap holder count is low for an asset of its reported size. RHEA Finance’s high APYs also require careful interpretation because they appear to depend on liquidity incentives.

All data in this review was captured on October 9, 2026. Prices and statistics are point-in-time snapshots and may change. This article is for informational purposes only and does not constitute financial or investment advice. Cryptocurrency and digital-asset markets involve significant risk.