ManifoldAI / TechUpdated 2h ago

Will an available out-of-the-box LLM get >40% win rate on Slay the Spire A20 before August 2027?

As of Sep 30, 2026, 7:25 PM ET, Manifold priced this market at 46.5% (little changed over 24 hours). It had Ṁ1K of order-book liquidity.

Market probability
46.5%
Little changed over 24 hours
303 days until the event deadline
Deadline: July 31, 2027 at 7:59 PM ET

Data is not live — latest snapshot Sep 30, 7:25 PM ET

Too little market data to assess this move — treat the probability with caution.

This venue reports too little volume or book data for this market to judge the trading behind the price.

How credible was the move?

Three separate questions — a move can be genuine while the latest price is still settling. Methodology →

Move validity

Is the move backed by real trading and depth?

Insufficient data

This venue reports too little volume or book data for this market to judge the trading behind the price.

Consensus stability

Has the market settled at the new probability?

Stable

The probability has held near its current level over the past several hours.

Contract clarity

Will the rules resolve without ambiguity?

High

The resolution rules are relatively specific, with a named source and a defined deadline.

Recent trade activity$2.3K traded

From the latest trade tape (most recent 200 prints) — a live activity sample, not a lifetime total.

What this market actually measures

Resolves to YES if any LLM has a long term >40% win rate on Ascension 20 Slay the Spire, averaged across all four characters. Resolve to NO if this does not happen.

This summary shows the opening of the venue's official rules. ProbCast has not yet generated an independent plain-English interpretation for this contract — review the full rules before relying on it.

View full official resolution rules

Resolves to YES if any LLM has a long term >40% win rate on Ascension 20 Slay the Spire, averaged across all four characters. Resolve to NO if this does not happen. [Note, the best human players can get >80% win rates, so this gives the AI slack to win only half as often.] To qualify, the AI must be available to the public, and must be 'out of the box' without a custom harness, fine tuning or other extensive attempts to train or coach it to play Slay the Spire in particular in a structured way. Human interaction during the runs is limited to resolving technical issues, such as securing more compute or fixing IO issues, or telling it to continue. No strategic assistance. The AI is allowed to practice, explore and use its own notes from prior attempts, or to read things on its own that it finds on the internet, so long as this is not directed beyond some form of 'go and git gud.' Runs must average less than 5 hours of clock time. If there is an accusation that this has happened by the deadline, but we need more time to prove it, I will give it time. I will use my best judgment as to whether this has happened and I am persuaded that it could sustain such a win rate, but if there is a serious dispute I will resolve with a 3-judge AI panel (Anthropic, OpenAI and Google) based on the exact wording here. Created as per: Vlad Ciobanu (@vlad3ciobanu) on X and others claim that such things might be doable. [link preview]

What could move this market next?

  • The market's deadline arrivesJuly 31, 2027 at 7:59 PM ET

    The contract must resolve based on what has happened by this date.

Derived from the contract's own mechanics as of Sep 30, 9:12 PM ET. ProbCast does not list scheduled meetings, announcements, or data releases it cannot verify.

Advanced analysis (experimental)

Research signals — these models are still accumulating the history needed for full validation, and they can disagree with the headline read. Model confidence: low · expected error ±20 pts.

Thin marketLegacy movement classifier: watch

What's happening

low classifier confidence
Thin market

Thin book and/or wide spread. Small orders can move this price disproportionately, so any single print is noisy and easily overread.

  • Thin book and/or wide spread.

Read with caution —Read the latest price with caution; conditions make it an unreliable summary right now.

More details — reliability score, dynamics, durability
Reliability score
14Low
Where the price path tends to go next1094 observed
  • Illiquid / quiet99%

Short-term motion of the price line (~1h), distinct from the environment above — not a prediction of the final outcome.

DurabilityHigh· half-life —
PredictabilityStable

Secondary read: leaning toward Stale price.

A read-only classification of the market environment — how much weight the current price deserves as a read of consensus. It describes conditions, never a trade.

Market data

24h volume

Ṁ0

Liquidity

Ṁ1K

Total volume

Ṁ2.3K

Category
AI / Tech
Venue
Manifold
Open interest
—
Current probability
46.5%
Resolves
Jul 31, 2027
Change (pts)1H0.06H0.024H0.07D0.0

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