Leaderboard
Markets
A new DeFi primitive that lets you trade any contender on any leaderboard. Win when they win. Enter/Exit Anytime. Clean, Continuous, Fluid.
Back Contenders and Win Based on their Relative Scores
LLM Arena
Chatbot Elo Leaderboard
| Rank | Contender | Market | Action |
|---|---|---|---|
| 1 | $0.345 | ||
| 2 | $0.338 | ||
| 3 | $0.332 |
Continuous Trading
Market trades freely between syncs using vAMMs
Oracle Updates & Syncs
Oracle Updates fetch scores and adjust NAV. Syncs reset market prices to NAV.
BUY / SELL
Trade Any Leaderboard
If it can be ranked/scored, it can be traded. Imagine the markets of tomorrow.
How Leaderboard Markets Compare
A side-by-side look at leaderboard markets versus prediction markets, traditional finance, and sports betting.
Predictions markets ask “Will X happen by Y?” leading to time-dependent, binary outcomes with liquidity fragmented across questions. Leaderboards ask “Will my contender do better and by how much” leading to non-discrete, time-independent trades that are more intuitive, unlocking additional “fan” and “passive” behaviors and single leaderboard level liquidity. Learn More
| Dimension | Leaderboard Markets Competitive race 🏁 | Prediction Markets Event outcome 🎯 | Traditional Markets Company value 💰 | Sports Betting Match outcome ⚽ |
|---|---|---|---|---|
| Time Horizon | Continuous — persists as long as the leaderboard exists | Limited — market ends when the event resolves | Continuous — tied to corporate life cycles | Limited — event driven (e.g., a game) |
| Outcome | Relative — standings evolve over time based on score | Binary — event happens or not | Continuous valuation of a company or asset | Binary — win/loss or specific outcome, not a continuous score |
| Payoff | Gradual, relative performance-driven gains and losses | All-or-nothing payout | Gradual gains and losses tied to asset value | All or nothing payout based on fixed odds |
| Liquidity | Unified for all contenders in leaderboard | Fragmented by question, expiry | Separate book for each asset | Liquidity by bookmaker |
| Intuitiveness | High — price rises when a contender performs better in the ranking | Moderate — requires estimating probability of an event | Low — price influenced by many opaque factors | Low — less intuitive, based on bookmaker odds and spreads |
Time Horizon
Leaderboard Markets
Continuous — persists as long as the leaderboard exists
Prediction Markets
Limited — market ends when the event resolves
Traditional Markets
Continuous — tied to corporate life cycles
Sports Betting
Limited — event driven (e.g., a game)
Outcome
Leaderboard Markets
Relative — standings evolve over time based on score
Prediction Markets
Binary — event happens or not
Traditional Markets
Continuous valuation of a company or asset
Sports Betting
Binary — win/loss or specific outcome, not a continuous score
Payoff
Leaderboard Markets
Gradual, relative performance-driven gains and losses
Prediction Markets
All-or-nothing payout
Traditional Markets
Gradual gains and losses tied to asset value
Sports Betting
All or nothing payout based on fixed odds
Liquidity
Leaderboard Markets
Unified for all contenders in leaderboard
Prediction Markets
Fragmented by question, expiry
Traditional Markets
Separate book for each asset
Sports Betting
Liquidity by bookmaker
Intuitiveness
Leaderboard Markets
High — price rises when a contender performs better in the ranking
Prediction Markets
Moderate — requires estimating probability of an event
Traditional Markets
Low — price influenced by many opaque factors
Sports Betting
Low — less intuitive, based on bookmaker odds and spreads
Watch to Learn
How It Works
A step-by-step walkthrough of how Leaderboard Markets work — from picking a contender to cashing out.
Step 1 of 8
Pick who you think will win
Every leaderboard has contenders — like teams in a sport. Each contender has a real-world score (like Elo points, market cap, or streams). You pick the one you think will climb the rankings.
In plain English: It's like picking your favorite team before a game starts.
The Journey of a Leaderboard Market
A step-by-step walkthrough of the lifecycle, from genesis to resolution.
League defined
A league is created around a leaderboard (e.g., AI models, sports teams).
Architecture Overview
Five building blocks that turn any leaderboard into a tradable market.
1. Oracle Metric
External data source publishes raw scores (e.g. Elo ratings, TVL, streaming counts) for each contender on the leaderboard.
2. Oracle Weights
Scores are normalized into weights that sum to 1. Each weight becomes the NAV (Net Asset Value) for that contender token.
3. Primary Reserve
LPs deposit $1 USDC and receive a full basket of all contender tokens. The reserve always backs every token 1:1 at NAV.
4. Contender Tokens
Each contender has its own ERC-20 token. Oracle Updates change NAV based on scores. Syncs reset market prices to NAV. Between syncs, tokens trade freely on vAMMs.
5. Zaps + vAMMs
ZAP lets you buy/sell a single contender in one click: it mints a full basket, keeps the target token, and sells the rest via vAMMs.
Why the Market Wants This
Nine demand drivers that make leaderboard markets a natural fit for DeFi and beyond.
Competitive Leaderboards Everywhere
From AI model benchmarks to creator rankings and esports ladders, leaderboards are proliferating. Every ranked list is a potential market.
Spectators Want Skin in the Game
Millions follow rankings but have no way to express a financial view. Leaderboard markets turn passive observers into active participants.
Continuous, Non-Terminal Exposure
Unlike prediction markets that expire, leaderboard markets offer ongoing exposure. Positions track score changes in real time across epochs.
Fully Collateralized & Transparent
Every basket is backed 1:1 by reserve collateral. No leverage, no counterparty risk from undercollateralization. Solvency is a protocol invariant.
One-Click Single-Name Access
ZAP routing abstracts the full-basket mint into a single transaction. Users buy exposure to one contender as easily as a token swap.
LP Yield Without Impermanent Loss
LPs earn Fee Shares from trading activity and reserve yield. Because they hold balanced baskets, they are not exposed to traditional AMM impermanent loss.
Oracle-Anchored Price Discovery
Periodic oracle syncs update fundamental NAV. Market prices float freely, creating natural arbitrage opportunities that keep prices close to fair value.
Arbitrage Between Market Price & NAV
Market prices can deviate from NAV between syncs, creating arbitrage opportunities that attract sophisticated traders and deepen liquidity.
Novel Regulatory Positioning
Leaderboard markets are neither securities nor gambling — they are a new category of score-linked instruments with full collateral backing.
Breakout Possibilities
Any leaderboard can become a market. Here are twelve verticals where Podium can unlock entirely new forms of speculation, hedging, and community engagement.
AI Model Arenas
Trade on which LLM tops the Chatbot Arena. Elo ratings become oracle weights — every benchmark update moves markets.
Sports Leagues
Season-long exposure to NFL, NBA, Premier League teams. Win percentage or points as the oracle metric. Perpetual or seasonal.
Music & Streaming Charts
Billboard Hot 100, Spotify top artists. Stream counts normalize into weights. Trade your favorite artist's chart momentum.
Esports & Gaming
League of Legends Worlds, Valorant Champions, Dota TI. Team power rankings as the oracle. Seasonal markets per tournament.
DeFi Protocol Rankings
TVL leaderboards, DEX volume rankings, lending protocol utilization. On-chain data feeds directly into oracle weights.
Creator & Influencer Rankings
YouTube subscriber counts, TikTok engagement scores, Twitter/X follower growth. Social metrics as tradable exposure.
University & Research Rankings
QS World Rankings, US News, Nature Index. Institutional prestige quantified and tradable. Alumni communities as natural demand.
Country & City Indices
GDP rankings, quality-of-life indices, innovation scores. Macro-level leaderboards that attract geopolitical speculators.
Meme & Narrative Markets
Trending topics, meme coin rankings, narrative momentum scores. Fast-moving leaderboards for degen-friendly markets.
Enterprise SaaS Rankings
G2 scores, Gartner quadrant positions, app store ratings. B2B leaderboards as a new asset class for industry insiders.
Award Season Predictions
Oscars, Grammys, Ballon d'Or. Nominee rankings from aggregated critic scores. Seasonal markets with terminal redemption.
Startup & Fundraising Leagues
Y Combinator batch rankings, startup valuation tiers, accelerator cohort performance. VC-adjacent speculation.
Interactive Simulator
Experience the lifecycle of a leaderboard market step-by-step.
(Note: Zap routing math is simplified for demonstration purposes)
Choose a League
Select a template to begin
The Revenue Waterfall
How Liquidity Providers and the Protocol generate sustainable yield.
Trading Fees
Entry & exit fees on Zap Buy/Sell
Float Yield
Interest on USDC collateral
- • Tokenized US Treasuries (T-Bills)
- • Over-collateralized lending (e.g. Aave, Morpho)
- • Other risk-free / low-risk yield strategies
Total Revenue
Channel Partner / Affiliate
Portion of fees and yield given to affiliate (if attributable). The remainder is split below.
LP Fee Pool
Accrues to Liquidity Providers
Time-Weighted Earnout: LPs earn Fee Shares (FS) continuously over time.
Redemption: Burn FS at any point to claim a portion of the pool.
Curator
Creator/IP holder (e.g., Michelin). Only takes a cut on custom-curated leaderboards. For protocol setup leaderboards, the curator is the protocol itself.
Protocol Treasury
Retained by the protocol



