Why DefiLlama data markets are interesting

DefiLlama has been a dominant force in the crypto data space for some time, and now they are using their positioning to settle bets, literally.

October 20, DefiLlama announcement it was a partnership with Truea permissionless prediction market protocol on Base, to launch markets that “settle based on DefiLlama data,” covering protocol revenue, DeFi exploits, and some high-level on-chain metrics.

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The income is THE meta today, and revenue markets function as publicly priced profit estimates for on-chain businesses. Conversely, exploits remain the largest spectrum in DeFi, and exploit markets price this risk live.

It’s still early, so the size of these rooms is still modest for now. Either way, I think it’s obvious that these opportunities will become, or at least have a chance of becoming, much more popular. Let’s break down what I mean.

The current range of offerings covers six monthly income lines (Hyperliquid, Pump, Uniswap, Aero, Papertrade and Collector Crypt); October exploitation or bad debt markets for Aave and Morpho; and weekly markets to find out if any A hack of +$1M or +$5M affects crypto, among others.

You trade in these markets with TYD, Trueo’s Stablecoin backed by USDC. A TYD creates a YES share plus a NO share, and the winning side exchanges for 1 TYD.

Notably, YES and NO each trade in their own Uniswap pool, so you can understand a YES price of 0.82 TYD as an implied probability of 82%.

DefiLlama’s data is naturally the source of truth, but Trueo’s optimistic oracle takes care of resolution, with bonded proposals, a 12-hour dispute window and an escalation route for disputes. DefiLlama earns creator fees as the curator of each market.

But as I said before, these are little markets right now, with about $10,000 to $25,000 of liquidity each, so many of them can lead to compelling pricing errors.

Last August, I wrote about holder earnings as crypto’s new dividend metric, meaning the market is increasingly valuing crypto projects as businesses.

What crypto doesn’t It’s the rest of the earnings ritual, where analysts issue consensus estimates and stocks move with the beats and misses. These DefiLlama income markets are a discounted approach, although on-chain “earnings” print in real time and each market page displays the run rate right next to the odds.

So, are the odds good here so far? I compared the October income through October 20 to what each of the protocols followed needs in the last days of this month:

As you can see in the chart above, a few trends stand out.

For example, favorites are currently trading cheaply.

Collector Crypt needs around $200,000 per day to clear $15 million, and its worse a full day in October cost $218,000, but its market open at 62%. This dynamic no doubt prompted DefiLlama CRO Patrick Scott to later joke: “They sell dollars for $0.94.” Likewise, Hyperliquid has been generating an average of about $2.15 million per day versus the roughly $1.54 million it needs, and the market still gives it about an 18% chance of missing out currently.

On the other hand, longshots are rich in trading.

For example, Uniswap needs around $477,000 per day to reach $10 million, more than its best day in October, every day for 11 days straight. Aero needs about 90% of its best day, maintained through Halloween. Both are currently trading at a 17-18% bid. To be fair, both cleared $15 million in September, but a new explosion would have to start now and unfold with fury.

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Papertrade, however, sees greater harmony with its activity.

The 1000x exchange booked around $61.8 million between its October 10 launch and October 20, so a naive average says $85 million is a lock. But launch day alone accounted for about $25.2 million in revenue, and daily revenue has increased from $7.5 million to $1.45 million since October 15. At the recent rate, Papertrade is finishing close $80 million, and the market saw it coming, after sliding from 68% to 19.5% in less than two days.

It is interesting to note that these first two trends are demonstrations of bias favorite-longshotdocumented on racetracks for decades. Bettors generally tend to overpay for long shots and underpay for favorites, especially in new tight markets. This is why Patrick Scott note on launch day, “there are currently numerous arbitrage opportunities in these markets.”

Now let’s move on to the exploit markets.

Another What Scott noted is that if the market prices an exploit at 1%, spending that 1% on YES allows you “fully cover your position.” However, the two types of exploit markets behave very differently here.

THE weekly markets are evaluated in history. With about 5 days left, the +$1M hack market was at 82.7% and the +$5M market was at 50.6%. At DefiLlama hack database82% of all five-day periods over the past 12 months had a +$1 million hack, while 47% had a +$5 million hack. The market sets the current base rate almost exactly!

The problem is that 2026 has been hot. DefiLlama records 111 +$1 million hacks so far this year, compared to 70 for all of 2025, and over the past six months, 92% of five-day periods have had one. If this regime continues, the weekly sides of YES seem a little cheap.

On the other hand, the protocol markets are priced as a premium. With about 10 days until the end of October, Aave’s YES side was trading at 6.8% and Morpho’s at 11.9%. Aave Marketplace Pays for +$1M Feat Or +$1 million in bad debts.

This last pillar is arguably the lowest hanging fruit, since Aave’s biggest recent scare wasn’t a bug. When Kelp DAO’s rsETH bridge was emptied in April, the attacker borrowed against the stolen rsETH on Aave V3, leaving Aave modeling $124 million to $230 million in a potentially irrecoverable debt situation.

As for costsimple insurance is still much cheaper at the moment. Nexus MutualDeFi’s best-known hedging protocol, quoted around $6.75 to hedge $10,000 of Aave V3 for its minimum duration of 28 days. The same protection on Trueo currently means buying ~$680 worth of YES at 6.8%, and that would only cover the remaining ~10 days in October (before slippage and liquidity permitting).

In all honesty, they are not the same products. Nexus requires evidence of your own loss, has a 5% deductible, and would probably not have covered a Kelp-type collateral explosion, while a Trueo YES action pays off, whether or not you have lost a cent.

Some of the premium here is buying that wider trigger, of course, but most of the spread is probably once again the favored bias of long shots. YES, on a rare hack, this is of course the ultimate longshot.

As for who sell coverage, buying NO is functionally subscribing. Alexei Zamyatin, founder of BOB suggested large DeFi applications could “provide treasury to these markets”, but what happens if a protocol sells NO on itself and is then mined? Perhaps a healthier version could look like reinsurance, that is, diversified capital spread across many markets.

A reasonable question at this point is: can this system be misused by a hacker?

For his part, Scott against this concern with a good point, which is that “abusing the PM would increase his chances of getting caught” while providing very little compensation compared to what a black hat would get from literally running whatever exploit he’s sitting on.

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Zooming in a little further here, in my recent Papertrade article I argued that a liquid “house pool” token is a ready-made short for anyone who can clear the house. A YES exploit share is essentially the same short, although listed for any protocol.

The hedging narrative here requires that these operating markets grow sufficiently to cover actual deposits, and at that size, YES could become a second salary for a particularly greedy attacker. As such, the ideal hack market is big enough to be informative but not big enough be a major attraction.

We’ll have to see how things pan out here, but in the meantime, expect more to come, both in terms of liquidity (e.g. Trueo migrating to Ethereum) And offerings. Scott said he hope “We can launch many more (markets) if the reception to these (first) ones is good,” so keep your eyes on that front accordingly.