Octav Founder Shares His DeFi Playbook: Options, Uniswap LPs, and Tokenized Stocks

Summary

• Baril’s tokenized-stock thesis combines traditional trading tools with collateral access at retail scale. Borrowing against one NVIDIA share is his example of the “best of both worlds”: familiar assets, smaller position sizes and DeFi composability. He has moved beyond simply lending USDC at 3–4% into S&P 500 exposure and USDG on Robinhood.
• Baril says his Robinhood launch trade made roughly $75,000–$80,000 in two weeks by supplying scarce Uniswap liquidity at 3–5% fees. He gives two approximate capital figures—close to $300,000 and about $200,000. Arbitrage against Rialto generated flow until competitors undercut his fees. He expected the window to last only one or two weeks and withdrew as returns deteriorated.
• LP hedging is an inventory problem because falling prices leave the provider owning more of the risky asset. An initial 50% short therefore does not cover every subsequent inventory state. Baril prefers fixed-premium puts without liquidation risk: his example leaves $50 from $150 in LP fees after a $100 option premium, with tokenized-stock hedges initially executed through a traditional broker.
• He takes profits through wide LP ranges and sometimes replaces spot holdings with leveraged exposure. His range illustration is +200%/–66%; another tactic uses roughly 33% of the Derive position value for a 3x long on Lighter, freeing about 66% for other positions, including Paradex’s DIME. “Same exposure” depends on continuing to manage liquidation risk.
• Around $1 billion FDV, Baril wants to reassess conviction against revenue and traditional-company valuations. DeFi Dad raises the difficulty of adding HYPE at roughly $90 billion FDV versus a recent Derive entry around $0.40. Baril’s secondary options bet is Paradex: he estimates Derive takes about 90% of on-chain options volume, while Paradex offers stock options and often cheaper premiums—potentially supported by incentives.
• Ethereum is Baril’s store-of-value holding, while Derive, Tread and Kinetiq are his largest liquid bets. Despite his mining origins, he says, “I think I have 1” Bitcoin as a memory, citing greater upside elsewhere and concerns about its community’s resistance to change. He rejects ETH at $30,000 in 10 years but believes $5,000, $7,000 or $10,000 can come “over time.”
• His capital follows new-chain activity, while his institutional observations favor Ethereum mainnet’s staying power. He has moved his activity from Base to Robinhood for now and is bullish on Kinetiq’s Elysium ecosystem, helped by Hyperliquid’s reputation. But the constraint he hears from funds is the “Lindy effect”: they will use mainnet while saying, “Don’t ask me to go on an L2.”
• Octav and Tactical turn wallet activity into a more usable picture of positioning. Tactical visualizes and helps users copy multi-leg options, while Octav can connect hedges across venues using GLM-5.3 on its own systems. Historical API snapshots cost $30 per address annually versus $150 for Lite, with transaction data available through Pro. DeFi Dad cautions that copying does not guarantee profit; Baril’s tax boundary is equally clear: “Data alone won’t work” without an accountant.

Deep dive

1. Octav’s data work creates early access to protocols

• Baril’s route into DeFi started with Bitcoin mining in 2013 while studying robotics engineering in Canada. He bought ASICs in batches of 50 to resell, met future Octav co-founder Luc as a customer, and mined through 2022; their Ethereum operation reached roughly 500–600 GPUs. Using mined ETH in DeFi let them do more with those assets.
• After biotech work in California and a strategy role at Zapper, he left in 2022 to build Octav around tracking DeFi profits and Canadian tax liabilities, including assets in his Cayman Islands hedge fund. It has become a data platform for hedge funds and family offices, with ConsenSys among its clients. The original requirement was simple: “I need to understand where the money is.”
• Clients request integrations, often to track early-investor vesting, giving Octav access before wider attention arrives. The team meets founders, reads contracts and tests the flow with small amounts such as $100. Contracts they cannot see on InterScan or teams that will not talk to them are red flags; integration does not guarantee Baril will invest. Nomatic presents founder interviews as accessible diligence, but warns people can be “really good actors.”

2. Tokenized equities give traditional tools a new role onchain

• For Baril, the compelling innovation is bringing traditional-market tools into DeFi. He finds many protocol FDVs overvalued and views borrowing against NVIDIA or the S&P 500 as safer than borrowing against AAVE. That preference underlies a move from USDC into S&P 500 exposure and USDG on Robinhood, seeking more than 3–4% lending yields.
• His concrete example is the wealthy shareholder borrowing against Tesla stock: tokenization lets a retail user borrow against one NVIDIA share. Add composability and smaller position sizes to traditional-market tools and the result is the “best of both worlds.” His framing of traditional finance’s migration: “We have the tooling, but now we have the infrastructure, and the infrastructure is on-chain, so let’s move on-chain.”
• Options needed market makers because strikes, time and other factors make liquidity difficult; a Uniswap-style AMM was insufficient in his account. Derive, which he has held since Lyra, opened the market once it attracted enough market makers. Tread supplies another missing piece: professional market-making tools spanning Hyperliquid, other perp venues and centralized exchanges. He sees this tooling bringing greater capital efficiency and stability.

3. Robinhood’s launch fees offered a short window

• At Robinhood’s launch, Baril saw tokenized-stock volume on Rialto but none on Uniswap. He opened NVIDIA, Tesla and S&P 500 pools at 3–5% fees: “If you want to pass through my pool, you’ll pay the fee, and that’s it.” Arbitrageurs balancing prices between venues supplied flow even when his pools were expensive.
• He says he moved close to $300,000, then describes the amount as about $200,000; he reports making roughly $75,000–$80,000 in two weeks. He knew the window would be one or two weeks, not four or six months. Competitors opening 1% pools predictably eroded returns, so he withdrew.
• His next search borrowed from Aerodrome’s model on Base, where voting directs liquidity incentives and, in his view, aligns token ownership. He deployed into the small DEX he calls Allendale, at roughly $1 million TVL, after meeting the team and checking contracts. Its anonymous team remains a red flag: he says they are ready to get out if something happens.
• He initially thought launching with USDG would be Robinhood’s “nail in the coffin.” Instead, users bridged in for tokenized stocks and expanded USDG’s TVL relative to USDC. He explicitly says USDG is not decentralized; its appeal is competition and another stablecoin alongside USDC and USDT. Launch volume has already normalized, but he remains interested in Robinhood’s traditional-finance focus.

4. An LP hedge must follow the changing inventory

• DeFi Dad asks how a SPY/USDG LP was hedged. Baril starts with ETH/USDC: as ETH falls, an AMM position accumulates ETH and can end entirely in ETH, leaving no stablecoins. A static short of the original 50% allocation therefore misses the growing inventory exposure. Hedge size must reflect what the LP can become.
• He prefers buying puts because the premium is fixed and the purchased option has no liquidation price. In his example, $150 of LP fees less a $100 option premium leaves $50. Perp shorts can sometimes pay funding, but rates move and liquidation must be managed. “That’s the beauty of options.” He frames the broader task as market-maker inventory management that smart contracts can automate.
• For tokenized stocks, he initially bought hedging options through a traditional stockbroker because suitable on-chain options were scarce; Paradex’s stock options could bring the complete strategy on-chain. LP fees must cover the premium. He considers SPY/USDG less volatile than ETH pairs—SPY will not lose 25%, “hopefully”—while stressing correct calculations as the LP shifts into one asset.

5. New chains attract his capital, while mainnet retains institutional trust

• Asked whether Robinhood has displaced Base, Baril says he moved “100%” of his activity to Robinhood for now, following volume and new opportunities. The chain had been his focus for roughly six or seven weeks. He expects a gradual return to Base or other chains as tokenized-stock markets develop, including possible arbitrage in the same stock across chains.
• He still uses Hyperliquid for trading and hedging, alongside Derive, and says he bought a big bag of Kinetiq early. He is bullish on its Elysium ecosystem because he knows the team and expects a stronger DeFi, trading and tokenized-stock focus than HyperEVM delivered. He is unsure how to classify its layer structure, but stresses that it starts with Hyperliquid’s reputation behind it.
• On the airdrop, his position is affirmative: airdrops have become a full-time job for people extracting money instead of rewarding early contributors who grow the product. He thinks selling the airdrop was a good choice because those extraction incentives do not align with a company’s goal of developing power users.
• New chains create arbitrage and liquidity gaps before markets settle, but he does not think 25 L2s make sense long term. Lower Ethereum mainnet gas costs and the “Lindy effect” matter to institutional clients. His summary of fund responses: they will deploy on mainnet, but “don’t ask me to go on an L2.” He does not expect Elysium to displace mainnet.

6. Wide LP ranges and leverage change how he takes profits

• For taking profits, Baril prefers wide Uniswap V3 or V4 ranges over waiting to press the sell button. His illustration widens a typical +100%/–50% range to +200%/–66%, avoiding a full range’s poor capital efficiency. In a Derive/ETH pool, he collects fees in both assets and sells fee income while keeping the underlying LP position.
• If Derive rises 2–3x and the LP ends up fully converted out of it, he accepts that as an exit on strength. The reverse risk remains: a falling token leaves the LP holding the bag. “It’s hard to take profit,” he says, because a double encourages the belief it can double again.
• His other tactic replaces spot with leveraged exposure. Using 100,000 Derive tokens as the illustration, he says to sell 66% and put 33% into a 3x long on Lighter, freeing the remaining 66% in USDC while maintaining similar exposure. “You just need to manage your liquidation price” is the condition he attaches to that capital efficiency.
• He used freed capital to buy Paradex’s DIME, keeping Derive exposure while adding a second options venue. He describes this as spreading project-failure risk across the theme. It follows his preference for a “beta play”: owning a credible follower that might benefit from the category leader’s growth without necessarily being the better product.

7. A $1 billion FDV triggers a fresh valuation review

• DeFi Dad’s question is how to stay long for the next 12 months while taking profits and avoiding vaporware. His hesitation: HYPE at roughly $90 billion FDV is harder to add to than Derive, which he recently bought around $0.40. Baril’s response centers on revenue, valuation and whether conviction survives a higher price.
• Around $1 billion FDV, Baril wants to reassess, contrasting crypto valuations with companies worth $50 million or $100 million that have real revenue. Emissions and tokenomics complicate the comparison; it is a review threshold rather than an automatic exit. His behavioral warning is closing winners and doubling down on losers: “You should do the opposite” and double down on a winner. He still sees room for Derive because of its revenue, attention and creation of an options market in crypto.

8. Ethereum is his reserve, with options tokens carrying active risk

• Despite the Bitcoin sweater, Baril says, “I think I have 1” Bitcoin as a keepsake. He sees greater upside elsewhere and dislikes what he calls a toxic, change-resistant community. He acknowledges Bitcoin’s fixed gold-standard identity, but asks whether its community would adapt to quantum risks: “Do we need that? I don’t know.”
• Ethereum is his store of value, but the valuation thesis is restrained. He sees it as internet infrastructure whose applications capture value, and does not believe in ETH at $30,000 in 10 years. He does believe it will reach $5,000, $7,000 or $10,000 “over time,” while expecting that to take time and arguing that very high ETH prices complicate gas economics.
• His largest liquid exposures are Derive, Tread and Kinetiq; the leaders can change roughly every year. He gives no percentage allocation. His watchlist includes Venice’s VVV and Interfold, but VVV remains conditional: “If it makes sense over time.” AI tokens attract hype, and his own DGX Spark setup means he does not need to buy private inference. He also expects perhaps four or five other options projects to take a little of the market.

9. Paradex offers a second bet on options growth

• The Paradex thesis is explicitly a secondary bet, analogous to his Lighter purchase alongside Hyperliquid. Baril estimates Derive takes about 90% of on-chain options volume and sees Paradex as the next venue already taking share. He is also watching Hypercall, which he describes as built by the team behind the former bridge Synapse.
• His evidence is product activity and team access: he has met Paradex’s team, interviewed them for Tactical and seen them launch stock options that Derive does not have. The bet is that options remain a small market with room for several projects. Derive remains his primary position.
• Tactical can compare premiums when the user has money on both venues. “If they can quote you,” Paradex often offers a better premium, he says. He leaves the subsidy question open: “Are they incentivizing this? Maybe.” The concrete change is competition over option pricing as additional venues arrive.

10. Tactical makes options positions easier to understand and copy

• Tactical grew out of Baril’s attempts to explain options to two Octav developers who were deep in DeFi but did not understand options. One developer built an initial version in a weekend; Baril says the product had been live for about two weeks. Users can follow traders such as CoolCrypto, receive Telegram alerts and copy a position at a different size. Baril says platform use can generate revenue; he traces the idea to Derive’s builder-code system.
• The interface groups multi-leg positions and makes strategies easier to inspect instead of leaving users to reconstruct them across accounts. A capped call sells an upper call to reduce the premium while limiting upside; an iron condor earns if price remains within a range and loses outside it. DeFi Dad’s caveat stays explicit: copying another trader does not guarantee a profit.
• An AI flow can use a view—Ethereum above $4,000 by March, for example—to suggest an options strategy. Baril says Octav and Tactical’s AI runs on GLM-5.3 on their own systems, including multiple DGX Spark machines, and that they are trying to keep it private. Leaderboards, trade theses and daily winning or losing trades give users more context about positions they might copy.
• Execution remains awkward because Derive and Paradex operate on separate chains, requiring funds on both before users can copy trades. The team is considering a single deposit that funds both accounts. That remains a proposed simplification; the current product is still being developed, with more explanations and clearer wording planned.

11. Octav connects cross-venue hedges with usable wallet history

• Baril’s hypothetical pairs show why cross-venue data matters: a 5x Hyperliquid long may be hedged by a Derive put, while a Lighter long plus Hyperliquid short may collect funding in a delta-neutral position. DeFi Dad highlights the shift from manually combing dashboards to asking an AI what changed, which positions were closed and how much exposure remains.
• Historical snapshots run daily at midnight UTC. Lite costs $150 per year for one address and includes snapshots, premium widgets and exportable value reports; Pro adds transaction-level inflows and outflows. AI is free for now, but its answers depend on accessible data: Lite unlocks historical snapshots, while Pro enables transaction questions such as when a token was bought.
• Users who skip the frontend can pay $30 per year per address in API credits for daily snapshots. Octav offers an API, CLI, MCP and skill, allowing users to connect their own AI, including a private Venice setup. Baril attributes the usefulness to structured protocol data and historical changes that a model would otherwise have to reconstruct from explorers and other platforms.
• On taxes, Baril draws a boundary: “Hire an accountant, because data alone won’t work.” Octav supplies DeFi data to Cryptio and was built to explain positions and transactions, not produce a 1099. DeFi Dad pushes for year-round ballpark estimates because accountants struggle with current DeFi data; Baril says Pro can support a good understanding of annual liabilities.