>> FORECASTATHON.DAT
SEASON 4 COMPLETE
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Leaderboard — Top 5
| Rank | Team | PnL (USDZ) |
| 1 | quantum_drift | +48,220 |
| 2 | north_by_northeast | +41,905 |
| 3 | degenerate_alpha | +37,110 |
| 4 | cold_front_capital | +29,860 |
| 5 | basis_risk_bureau | −4,215 |
Illustrative team names and PnL — not sourced from a real leaderboard capture.
STAGE 1
Stats Bar
Three tiles adapted from the forecastathon.ai layout.
Trades
400,000+
(Season 1 alone)
2,400+ participants, per forecastathon.ai. Collateral was auto-provisioned per participant: 100,000 "play" USDZ plus a small ATN allotment for gas. Trading itself felt gasless because the foundation temporarily covered clearing gas on traders' behalf for the duration of the competition — not because AutEx or the DCC waived fees outright. USDZ (contract 0xAB436b...) is a test stablecoin created specifically for Forecastathon collateral — not one of Autonity's three native assets (ATN, NTN, LNTN) and not documented in the core protocol glossary for that reason. It has no value outside the competition.
STAGE 2
Season Timeline
Four seasons, five months, one venue that became two. Click a season to expand it.
Season 1Sept 19 – Oct 20, 2025
- ProductsUS CPI Futures, US Initial Jobless Claims Futures
- VenueAutEx exclusively
- Events400,000+ trades; an AutEx outage proved the AFP DCC's robustness; gas subsidy exhausted; base fee cut 90% (10 gwei → 1 gwei)
- PrizePrizes existed for this season, pooled with Seasons 2–3.
Season 2Oct 28 – Nov 27, 2025
- ProductsCrypto, weather, and macro underlyings
- PrizePrizes existed for this season, same structure as Season 1.
Season 3Dec 5, 2025 – Jan 6, 2026
- Products+ Bitcoin Volatility (most active product of the series)
- NotesBankruptcy-related edge cases discovered; clearing layer improvements followed
- PrizePrizes existed for this season, same structure as Season 1.
Season 4Jan 16 – Mar 2, 2026 (nominal; went dark Feb 16)
- ProductsZero-leverage Forecast Futures + binary Prediction Markets (new in S4)
- PrizePrizes existed for this season, on a different split structure than Seasons 1–3.
- AI agent activity@aggwis prediction market (Claude Code, deployed Feb 3)
STAGE 3
Forecast Futures vs. Binary Prediction Markets
Season 4 introduced a second product family alongside the original Forecast Futures. They look similar. The payoff shape is not.
| Forecast Futures | Binary Prediction Markets |
| Question type | "By how much?" (continuous) | "Will it happen?" (yes/no) |
| Payoff | Linear / delta-one | Binary (all or nothing) |
| Settlement | Oracle price at expiry | Oracle resolves binary event |
| Introduced | Season 1 | Season 4 |
| Leverage | Position-size limited | None (zero-leverage in S4) |
| Analogy | Futures contract | Options expiry / sports betting |
This same continuous-vs-binary distinction is what separates AFP overall from Polymarket and Kalshi — see the full comparison table on
Page 3, Stage 1A.
FORECASTATHON vs. METACULUS vs. NUMERAI vs. KAGGLE 5 entries
| Metaculus | Numerai | Kaggle | Forecastathon (Autonity/AFP) |
| Core mechanic | Reputation-based forecasting; community aggregates probabilities on real-world questions | Data scientists submit ML models on obfuscated stock data; models feed a live hedge fund | Data scientists submit models/code against a fixed dataset for a prize | Traders/forecasters trade real derivatives (Forecast Futures) settling on real-world time series, plus a separate daily-forecast scoring track |
| What's staked | Reputation/points only — no money at risk | NMR token, burned/rewarded by model performance | Nothing — free entry, prize paid by host | 100,000 USDZ simulated funds per participant; 300,000 NTN total prize pool (165,000 of which is reserved for team results across all three seasons) |
| On-chain? | No | Partially — NMR staking/payouts are on-chain, the fund itself is off-chain | No | Fully — trades, clearing, and margin all settle on-chain via AFP |
| Status (Jan 30, 2026) | Mature, Coefficient Giving-funded (formerly Open Philanthropy, since 2022); running AI-vs-human forecasting tournaments | $30M Series C closed Nov 20, 2025 at a $500M valuation; separately, a $500M JPMorgan capacity commitment from Aug 2025; NumerCon 2026 held that same day in San Francisco | Still flagship-competitions-only at this point — the "Community Hackathons" self-serve pivot didn't launch until March 19, 2026 | Season 4 "LIVE" per Autonity's own announcement — described as running on major AFP upgrades to how markets are created, traded, and evaluated |
| Closest analogue | The daily-forecast/accuracy-scoring side of Forecastathon — pure prediction, no capital at risk | The staking-with-skin-in-the-game side — real token risk tied to predictive performance | Neither — no trading or staking layer at all | — |
Forecastathon sits structurally between Metaculus (daily accuracy scoring) and Numerai (real economic stake tied to predictive performance) — it's not really comparable to Kaggle, which has no trading or staking mechanism at all. None of the three combine on-chain derivatives trading with a parallel pure-forecast leaderboard the way Forecastathon does; that combination looks like Autonity's own differentiation claim rather than something with a direct competitor equivalent.
The daily-forecast side itself is confirmed, not speculative: Season 1's own rules state it plainly — "Forecast Accuracy: Submit daily forecasts for settlement prices. Your final update before 13:00 UTC counts as the scoreable forecast" — alongside trading performance, volume, and referrals. Season 2 coverage confirms the same structure, with scoring spanning portfolio performance, forecasting accuracy, market making, and product creation. No Season 4-specific rules page turned up to confirm the exact daily mechanic carried over unchanged, though nothing suggests it was dropped — Season 4's own announcement frames the change as expanding market creation and evaluation, not simplifying scoring.
A separate, informal CrunchDAO connection was active at the start of Season 4 — worth noting briefly.
STAGE 4
The Final Exhibit
Three artifacts from the last days of the project — a frozen front end, a validator set that never came back, and the system's own account of what happened.
Sub-section B — forecastathon.ai, dormant state (faithful recreation)
FAITHFUL RECREATION — NON-FUNCTIONAL
SEASON 4 COMPLETE
Season 4 Complete
Stay tuned, more competitions coming soon
VIEW LEADERBOARD →
Sub-section C — Validator table (July 8, 2026)
This table reflects validator consensus status only (block production / jailing / pausing). It does not reflect oracle (price feed voting) status, which is tracked separately and is not shown on this page.
| Validator | Status | Stake |
| ITRocket | ACTIVE | 531,638.38 NTN (18.54%) |
| Stakeflow | ACTIVE | 528,860.45 NTN (18.44%) |
| ▲ superminority (33.3%) crossed above this line |
| Coinage x DAIC | ACTIVE | 506,134.09 NTN (17.65%) |
| [NODERS] | ACTIVE | 439,545.99 NTN (15.33%) |
| UTSA | ACTIVE | 148,097.49 NTN (5.16%) |
| STAVR | ACTIVE | 124,802.12 NTN (4.85%) |
| Decentrio | ACTIVE | 122,134.61 NTN (4.26%) |
| Staketab | ACTIVE | 119,677.37 NTN (4.17%) |
| 0x8264...6577Cc | ACTIVE | 117,692.50 NTN (4.10%) |
| Speedy Staking | ACTIVE | 116,144.86 NTN (4.05%) |
| Enigma | ACTIVE | 113,425.56 NTN (3.95%) |
| …remaining 16 of 27 seats — status pending confirmation… |
The 11 validators above are the complete Active set per Stakeflow's July 8, 2026 snapshot, with exact stake and cumulative-share figures. The remaining 16 of 27 seats' consensus status isn't confirmed from that snapshot (it was filtered to Active only) — left pending rather than guessed.
ACTIVE (confirmed)11 / 27
Status pending16 / 27
▲ Max Validators = 27. Superminority (33.3% of stake) crossed at just 2 validators — ITRocket + Stakeflow.
Sub-section D — Closing Statement
● TOOL AVAILABLE — AINUMBERS.CO
The computation on this page has a working implementation in the Autonity Tool Suite on AINumbers.co. Each tool produces a fingerprint of its result — if the calculation changes, the fingerprint changes. Share it with anyone. They can verify it in seconds, in their own browser, with no server access.
[ READ THE OCG STANDARD → ]