Comparison · Updated
Chutes or ZyFAI: Which Fits Your Needs in 2026?
Chutes is for running open-source AI models; ZyFAI is for automating DeFi yield allocation. They solve different problems, so choose based on whether you need compute or on-chain asset management.
Side by side
Chutes vs ZyFAI at a glance
| Chutes | ZyFAI | |
|---|---|---|
| Category | Serverless AI inference and compute | Automated DeFi yield allocation |
| Chains | Bittensor | Base, Arbitrum, Ethereum, Sonic and Plasma listed |
| TVL | About $44.4m; snapshot date not specified | About $9.0m; snapshot date not specified |
| Token | SN64; not stated as necessary for API use | ZFI |
| Fees | Per-token model rates or per-second GPU billing; rates vary | No clear fee schedule; gas sponsorship is stated for deposits, rebalances and withdrawals |
| Security and audits | No audits listed; TEE labels are not independent proof of prompt protection | Sherlock and Cecuro named as auditors; smart-account and pool risks remain |
| Ease of use | OpenAI-compatible API and Chat option; developers need to select models and monitor usage | Smart-account setup and agent permissions; check asset, pool and network availability |
| Standout feature | Open-source model access, with text, image, video, speech and other model types | Rule-based allocation and rebalancing across curated pools with user-set constraints |
| Best for | Developers and teams needing usage-based AI inference or custom compute | DeFi users comfortable with smart accounts, variable yields and protocol risk |
| Key check before use | Check live model rates, privacy terms and API usage before sending prompts | Check live pool, network, charges and withdrawal route before depositing |
Are you choosing AI compute or automated DeFi?
These products do different jobs, so the choice starts with your goal. Chutes gives developers serverless access to open-source AI models through an OpenAI-compatible API. It also offers a chat option, several types of models and custom compute. You pay according to model use or GPU time, rather than choosing a fixed subscription.
ZyFAI is a DeFi yield service. You connect assets to a self-custodial smart account and let a rule-based agent allocate them among approved pools and rebalance within permissions you set. That can reduce manual position management, but it exposes your assets to the risks of smart accounts, underlying protocols and changing markets. Neither product is a substitute for the other: use Chutes for model inference or compute, and consider ZyFAI only if you want automated on-chain asset allocation.
What will each product cost you?
Chutes bills hosted models per token and private compute per second of GPU use. Rates depend on the model and workload, so check current input, output and cached-token prices and estimate how much you expect to use. A low input-token rate alone may not predict your total bill if your model produces long responses. Chutes also describes enterprise billing and volume discounts, with terms handled through sales.
ZyFAI does not publish a clear, itemized fee schedule. It says gas is sponsored for deposits, rebalances and withdrawals on supported chains, but that does not establish that all costs are zero. Check the app for service charges, pool costs, spreads or deductions before approving a transaction. Yields can change, and any quoted APY is not guaranteed; separate underlying pool yield from reward components such as rZFI. In short, Chutes costs track usage, while ZyFAI’s complete charges need checking before you deposit.
Which is safer for your prompts or funds?
Neither option is risk-free, but the risks differ. Chutes lists no audits, and its privacy protections need careful scrutiny before you send sensitive prompts. It offers models marked for trusted execution environment workloads, but that label alone is not independent verification that a deployment protects your data. Chutes’ regulatory licensing details are not published. Avoid sending confidential material unless the specific data-handling and security terms meet your needs.
ZyFAI names Sherlock and Cecuro as auditors and describes limited session-key permissions that can be revoked. Those controls and audits may help, but they do not remove the possibility of smart-account bugs, compromised infrastructure or losses in underlying pools. Confirm the audit scope and the exact pool and withdrawal conditions for your position. For both products, decide what you can afford to expose to technical or operational failure; with ZyFAI, you also face variable yields and potential asset losses.
Which is easier to start with?
If you already build with APIs, Chutes may be the more familiar starting point: create an account, get an API key, select a model and send a request to its OpenAI-compatible chat-completions endpoint. Start with a small test, check that the model supports your inputs and parameters, and monitor usage. Keep your API key in an environment variable or secrets manager rather than public code. If you prefer a consumer-facing route, Chutes also offers chat.
ZyFAI requires a compatible wallet and interaction with a smart account, agent permissions and DeFi pools. It says it sponsors gas for routine actions, but you should confirm that your asset, pool and chosen network are currently supported before connecting or signing. The listed networks are Base, Arbitrum, Ethereum, Sonic and Plasma; availability can vary by feature. If you are unfamiliar with on-chain approvals or pool risks, take time to understand the permissions and exit route first.
What does each product do better?
Chutes is the better fit when you need model access rather than a financial product: its API format can ease integration for developers, and its catalog spans language, vision-language, image, video, speech, music, embeddings and moderation models. It also describes always-on inference, short-lived jobs, batch work and private compute. Check each model listing because supported inputs and capabilities differ. Its trade-offs are variable usage costs and questions around independently verifiable privacy and security.
ZyFAI’s advantage is delegated DeFi management. You can set constraints on pools and exposure, then let an agent rebalance within its permitted actions. That may suit a user who wants less hands-on allocation than managing every position manually. It does not guarantee yield or protect principal, and the fee schedule and some withdrawal details need checking. Choose by task: use Chutes to run AI workloads; consider ZyFAI to automate yield strategies only if you understand the risks of the specific pools and assets.
Verdict: Chutes or ZyFAI?
Pick Chutes if you need serverless access to open-source AI models, an OpenAI-compatible API or custom compute. Its usage-based billing can suit developers who want to choose models and workloads, but check current rates and privacy terms before sending sensitive prompts. Pick ZyFAI if you want an agent to allocate and rebalance DeFi positions within constraints you set. It offers named audits and self-custodial smart accounts, but yields can vary, losses are possible and fees are not clearly itemized. These products serve separate needs, not interchangeable ones.
Frequently asked questions
Are Chutes and ZyFAI alternatives for the same job?
No. Chutes offers AI inference, chat and custom compute. ZyFAI manages assets in DeFi pools through smart accounts and automated agents.
How does Chutes pricing work?
Chutes charges by token or GPU time, with rates varying by model and workload. Check live rates and estimate your use before sending substantial traffic.
Does ZyFAI charge fees?
ZyFAI says it sponsors gas for deposits, rebalances and withdrawals across supported chains. It does not publish a clear fee schedule, so check the app for other charges before approving a transaction.
Which platform has audits?
Chutes lists no audits. ZyFAI names Sherlock and Cecuro as auditors, but audits do not eliminate smart-account or DeFi pool risks; check the reports and scope.