Top 4 AI Trading Solutions Redefining On-Chain Execution in 2026

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Top 4 AI Trading Solutions Redefining On-Chain Execution in 2026

The world of AI-powered crypto trading has changed quickly. It’s gone from simple tools like chatbots to sophisticated, self-operating programs that can analyze market trends, manage investments, and make trades directly on the blockchain.

Recent data shows a growing trend of automated trading. A report from May 2026, created by Chainlink and Ark Invest, suggests that autonomous agents currently control about 30% of the total value locked (TVL) in leading decentralized finance (DeFi) pools. Looking at Hyperliquid specifically, a Blockworks 0xResearch newsletter indicates that almost 40% of daily users are now trading through platforms other than Hyperliquid’s own interface – a number that even exceeded 50% for a short period in late October 2025.

Here are four solutions currently attracting investment on the blockchain, along with an honest assessment of each. We’ve also highlighted a promising up-and-comer to watch.

1. NEYRO: Non-custodial agentic trading solution

As a researcher, I’ve been looking into NEYRO, and it’s a really interesting project. Essentially, it allows you to create custom AI ‘agents’ that can trade cryptocurrencies directly on the blockchain. What’s unique is that you never give up control of your funds – NEYRO is ‘non-custodial,’ meaning your money stays in your control at all times. It’s like having an automated trading assistant that works *for* you, but you always remain the owner of your assets.

Features:

  • AI-powered trading signals

  • Incorporated in British Columbia, Canada

  • Copy trading, leaderboards, and integrated risk controls

  • User-defined strategy parameters, risk limits, and capital allocation

  • Flexible cancel-anytime subscription model

  • Non-custodial, smart-contract-based execution with user-controlled assets

NEYRO’s first AI agent, Quantum Alpha, automates futures trading using smart contracts on decentralized exchanges. What sets NEYRO apart is that it’s already showing real results and gaining users – it’s moved beyond just being an idea on paper, giving traders concrete data to consider.

Pros

Cons

Cleaner UX than legacy copy-trading tools

Early-stage product; track record is still short

Live agent with published performance data

 

Non-custodial

 

Low barrier to entry

 

 

This is best for people who like to try new things, investors interested in decentralized finance (DeFi), and traders who are okay with the risks of using newer platforms.

Essentially, NEYRO is a promising new project. It allows users to trade using automated agents without giving up control of their funds. It features a user-friendly interface and provides real-time data on how well the agents are performing.

2. Giza (ARMA): The yield-hunting workhorse

ARMA is a leading DeFi tool on Giza that automatically moves your stablecoins between popular lending platforms like Aave, Compound, and Morpho to find the highest interest rates. It currently works best on the Base network, and also supports Mode.

Features:

  • Personalized agent instances per user

  • Non-custodial vaults

  • Multi-protocol rate routing

  • Full on-chain transparency for every rebalance

The results are significant. By March 2026, Giza agents have handled $3.96 billion in transactions (according to KuCoin). Just ARMA has created over 25,000 unique agents that have together improved user investments by more than $35 million across over 102,000 transactions. Returns on USDC are around 15%, and this is partly due to $GIZA tokens which reward users when lending returns dip below the expected rate.

Pros

Cons

Production-proven

Stablecoin yield only; no directional trading or perps

Non-custodial vaults

GIZA token has seen significant volatility

Narrow action space (lending only) limits downside risk

 

Giza reports zero negative-PnL trades across 22,000+ transactions on Base

 

 

This is for people who own stablecoins and want to automatically earn the best possible returns without having to constantly monitor and switch between different platforms.

Simply put, Giza is the most straightforward agent here, and in the world of decentralized finance, that’s a good thing. It focuses on one task and performs it consistently.

3. Almanak: The institutional-grade DeFi quant platform

Almanak offers a unique way to participate in DeFi. It’s a platform that lets you use pre-built, AI-powered strategies without any coding. It uses a network of 18 AI ‘agents’ to research, test, and manage investments for you, all on the Ethereum network. Their main product, the alUSD vault, aims to provide a steady return of 8–12% in the form of a stablecoin, though actual returns can vary with the market.

Features:

  • No-code strategy authoring

  • 18-agent AI swarm collaboration

  • Pre-deployment simulation

  • Multi-sig and TEE-secured vaults

  • ALMANAK token cuts AI-compute costs by 20–50%

In December 2025, Almanak reached its highest point with $132 million in total value locked (TVL), over 100,000 users, and an annualized revenue of $6 million from its vaults. Since then, the on-chain TVL has changed quite a bit. It’s important to note that alUSD represents shares in the vault’s performance, rather than being a stablecoin pegged to a fixed value. The ALMANAK token was launched on December 11, 2025, and can be traded on Bybit, Kraken, Gate, and MEXC.

 

Pros

Cons

We offer top-tier security with non-custodial vaults, protected by multiple signature requirements and advanced, secure hardware environments.

Not a quick-trade tool — it’s a “set strategy and let it run” platform

Hybrid model keeps humans in the loop for intervention

Significant post-TGE token volatility; ALMANAK is well off its December 2025 ATH

Real revenue and a growing user base

 

 

This is designed for experienced DeFi users and smaller investment groups who want access to quantitative-style strategies without needing to code in Solidity.

Currently, Almanak is the most promising project attempting to create a quantitative trading fund accessible to everyone, directly on the blockchain. They’ve already built the necessary infrastructure and it’s functioning now.

4. HeyElsa: The conversational front-end for Hyperliquid and beyond

HeyElsa is an AI assistant that allows you to trade cryptocurrencies – both immediately and with ongoing contracts – simply by chatting with it in everyday language. It’s the easiest option to get started with on this list.

This AI tool acts like a personal trading assistant for cryptocurrency users. It helps you find promising opportunities, understand market trends, and make trades – all within one easy-to-use platform, eliminating the need to switch between multiple apps. It’s especially useful for trading on Hyperliquid, combining both spot and perpetual contract trading into a single, conversational experience.

Features:

  • Natural-language order entry

  • Unified spot+perps interface

  • Multi-venue routing

  • Multi-chain support: Base, Arbitrum, BSC, Optimism, Polygon, Hyperliquid, Ink, and Soneium

HeyElsa has secured $3 million in funding from Coinbase Ventures’ Base Ecosystem Fund and M31 Capital (as of June 2025) and has already facilitated over $300 million in on-chain transactions since its launch. Its ELSA token became available in January 2026. As Hyperliquid’s ecosystem of user interfaces grows, HeyElsa stands out with its simple and user-friendly design.

Pros

Cons

Lowest learning curve in the category — if you can text, you can trade

LLM-based intent parsing means slippage settings and limit prices need extra attention

Hyperliquid integration offers a genuine edge as volume migrates there

Less public production data than Giza or Almanak at this stage

Venture-backed with meaningful traction ($300M+ volume)

 

 

This is designed for traders who want automated trade execution but don’t want to spend a lot of time learning a new system. It’s particularly useful for those already using Hyperliquid.

Overall, this is a solid tool for everyday use by Hyperliquid traders. It’s best to begin with small trades until you fully understand how it works.

Niche mention: Dawn Labs — for prediction-market specialists

Dawn, now part of MoonPay since May 11, 2026, is a tool designed for people who trade on prediction markets like Polymarket and Kalshi. It lets you simply describe your trading strategy in everyday language, and Dawn automatically turns it into working code, tests it out, and then runs it for you.

How it works:

  • Describe a strategy in plain English (“buy YES on the next 7.0+ earthquake market under $0.95”)

  • Dawn’s CLI generates the executable code

  • The system simulates the strategy against historical data

  • Once deployed, it runs 24/7 with autonomous execution

The team is attracting a lot of attention. Founder Neeraj Prasad has a strong background in computer science and engineering from MIT, and previously worked as an engineer at well-known companies like Waymo, Citadel, Microsoft, and Reservoir Labs. He currently leads MoonPay Labs, a dedicated team built following the company’s recent acquisition.

If you trade on prediction markets like Polymarket or Kalshi, you should definitely check out the Dawn CLI beta. For others, it’s a good idea to keep it on your radar – with support from MoonPay, it has the potential to become much more widely used.

Quick reference:

  • Passive yield optimization: Giza (ARMA)

  • Institutional-grade quant strategies: Almanak

  • Conversational trading on Hyperliquid: HeyElsa

  • Non-custodial agentic trading for early adopters: NEYRO

  • Prediction-market automation: Dawn Labs

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2026-05-20 16:39