Staking rewards vs an inference discount

Staking rewards are paid in ADA that you can hold, sell or spend anywhere; an inference discount is paid as a balance that lowers your AI bill on one service. Delegating to the Gatewayz pool means giving up almost all ADA rewards in exchange for a discount worth 95% of the rewards Gatewayz received, which pays 99% of each request's list price while it lasts. Using the published inputs as of 2026-10-27, 100,000 ADA works out to roughly $33 to $34 of discount per month.

How do staking rewards and an inference discount compare?

They start from the same rewards and end in different places. The table puts them side by side.

What do you give up?

You give up ADA staking rewards. In an ordinary pool, rewards are split in order: the declared fixed cost to the operator, then the declared margin, then the remainder to delegators by stake. The Gatewayz pool sets its margin at 99% on top of Cardano's minimum fixed cost of 170 ADA, so delegators receive almost no ADA. Cardano stake pools explained works through that split.

You also give up compounding. Ordinary rewards accrue in your reward account and count toward your delegated stake automatically, so they compound. A discount balance is spent on inference and does not add to your stake.

What do you get?

You get a discount that pays for AI you would buy anyway. Each day, after a finished epoch's rewards are recorded, Gatewayz splits what it actually received across linked wallets by stake and credits 95% of each wallet's share, in USD at the time of recording, to your discount balance. Every request on Gatewayz then costs 1% of its list price from your normal credits; the other 99% is drawn from the balance until it runs out.

Worked example: 100,000 ADA for one month

This example applies the formula published in the Gatewayz offer file, with its default inputs. The inputs are network-wide data with dates, not a Gatewayz rate.

usd_per_month = min(amount_ada × network_rewards_per_ada_per_epoch × reward_share × epochs_per_month × ada_usd, per_account_daily_usd × 30)

So 100,000 ADA delegated to the Gatewayz pool would fund roughly $32.91 to $34.45 of discount per month at these inputs. The cap does not bind at this size; at these inputs it would start to bind at around 435,000 to 456,000 ADA for a single account.

For comparison, the 170 to 178 ADA in the second row is the network-wide figure before any pool's fixed cost and margin. A delegator in a low-margin pool would receive close to that in ADA, which they could keep, compound or sell; with the Gatewayz pool they receive the discount instead.

Three caveats apply. The range assumes an established pool; a new or small pool mints blocks less often, so its rewards vary more and an epoch with no blocks has nothing to share. Rewards are converted to USD when recorded, so the dollar figure moves with ADA. And the per-account and program-wide daily limits apply. The calculator runs the same formula for your own amount.

When does each option make sense?

Choose ADA rewards if you want to accumulate ADA, want rewards you can withdraw or sell, or do not spend much on AI. Choose the inference discount if you already pay for inference every month and would otherwise sell ADA to pay that bill.

You can also split: ADA held under two separate stake keys, for example in two wallets, can be delegated to two different pools, one regular and one Gatewayz. Treasuries weighing this can read For treasuries; everyone should read Risks first.

How are they taxed?

This page does not cover tax. How staking rewards and a service discount are treated depends on where you live and your circumstances; consult your tax advisor.

Frequently asked questions

Is an inference discount worth more than staking rewards?

It is built from the same rewards, in a different form. You receive 95% of the rewards your stake earned Gatewayz as a USD discount usable only on Gatewayz, instead of ADA you can hold or sell. It is only worth it if you would spend that value on AI anyway.

Do I still get ADA rewards with the Gatewayz pool?

Almost none. The pool takes a 99% margin plus Cardano's minimum fixed cost, so very little is left for delegators in ADA. The rewards it keeps fund the inference discount instead.

How much discount does 100,000 ADA give per month?

Using the published inputs as of 2026-10-27, about $32.91 to $34.45 per month. That comes from network rewards of 0.00028398 to 0.00029726 ADA per ADA per epoch, a 0.95 reward share, six epochs and an ADA price of $0.2033. It is an estimate, not a promised amount.

Can I convert the discount back to ADA?

No. The discount balance is non-transferable, works only for inference on Gatewayz, and cannot be withdrawn, exchanged or cashed out. Discounts already credited stay on your account if you stop delegating.

Can I switch back to regular staking later?

Yes, at any time. Redelegate to another pool in your wallet. The new pool takes over from the fourth payout, your old pool covers the three before it, and nothing is locked.

Sources

• Cardano Docs: Pledging and rewards, as of 2026-10-27
• Cardano.org Glossary: Minimum Pool Cost, as of 2026-10-27
• Cardano.org: Stake your ada on Cardano, as of 2026-10-27