Protocol and Network Fragmentation, Information Dispersion
Challenges of a Decentralized Ecosystem
Multiple chains, multiple interfaces
The same strategy classes (staking, lending, LP) exist across different networks and in different contract versions. Parameters, risks, and costs vary depending on the chain and protocol.
Heterogeneous metrics and documentation
APY/APR calculated differently, varying payout schedules and lock-up conditions; information scattered across websites, technical documentation, and social media.
Rapid changes
Contract updates, new pools, variable limits, and asset lists require continuous monitoring – individual users lack the time and tools for this.
Example
Same "ETH staking", 5 different experiences
User wants to stake 10 ETH. Protocol comparison:
| Feature | Lido (stETH) | Rocket Pool (rETH) | Coinbase (cbETH) | Native Staking | Binance CEX |
|---|---|---|---|---|---|
| Min. amount | 0.01 ETH | 0.01 ETH | 0.0001 ETH | 32 ETH | 0.0001 ETH |
| Liquid token? | Yes (stETH) | Yes (rETH) | Yes (cbETH) | Locked | Custodial |
| Lock-up period | None | None | None | ~27 days | Per CEX rules |
| APY (Nov 2024) | 3.2% | 3.1% | 2.9% | 3.5% | 3.0% |
| Protocol fee | 10% | 5-20% | 25% | 0% (gas only) | Variable |
| Withdrawal | Swap stETH or Unstake queue | Swap rETH or Burn | Swap cbETH | Unstake (ETH Phase II) | Instant (custodial) |
| Smart contract risk | Medium | Medium-High | Low (Coinbase) | ETH Protocol | Custodial risk |
| Cross-chain availability | 10+ networks | 3 networks | 2 networks | Ethereum only | Internal |
| Gas for approve | $3-8 | $3-8 | $3-8 | $50-200 (node setup) | $0 (internal) |
| Gas for stake | $5-12 | $5-12 | $5-12 | ~$150 | $0 (internal) |
| Number of steps | 2 (approve + stake) | 2 (approve + deposit) | 2 (approve + stake) | 20+ (node setup) | 1 (custodial) |
| Time to first rewards | ~24h | ~24h | ~24h | ~1 epoch (6.4 min) | Instant |
| Documentation | Good | Medium | Good | Technical | Basic |
| Non-custodial? | Yes | Yes | Yes | Yes | NO |
Key user question: "Which one should I choose?!"
Without OROKAI: 2-4 hours of research on Reddit/Discord/Twitter
With OROKAI: AI Agent shows 3 options matching your profile (e.g., "Lido – highest liquidity, Rocket Pool – more decentralized, Native – highest APY but 32 ETH min.")
Problem
Metametrics – impossibility of "apples-to-apples" comparison
Different protocols use different definitions for the same metrics:
| Term | Definition in Lido | Definition in Rocket Pool | Definition in AAVE |
|---|---|---|---|
| APY | Annualized Percentage Yield (compound daily) | APR (Annual Percentage Rate, simple) | Variable APY (changes per block) |
| Fee | 10% of staker rewards | 5-20% depending on operator commission | 0.3% + variable borrow rate spread |
| Rewards | Auto-accruing (stETH balance grows) | Mint new rETH (ratio changes) | Claimable incentives (aToken) |
| Risk | "Smart contract audited" | "Decentralized operator set" | "Liquidation risk + smart contract risk" |
Non-technical user: "I don't understand the difference between 'accruing' and 'claimable'. I just want to know how much I'll earn."
Consequence
Difficulty in comparing strategies "apples to apples," risk of choosing an inadequate protocol or outdated contract version.
The fast-paced nature of DeFi means that strategies and protocols can change rapidly, making it challenging for users to stay informed and make optimal decisions.