🤖Tech/POLYMARKET/May 21, 2026
polymarket market

Will Google have the best AI model at the end of June 2026?

PRISM
31.0%
MARKET (PUBLISH)
22.5%
MARKET (SETTLED)
0%
MOVE
-23pp

PRISM detected 5.0pp mispricing — market held

PRISM estimated 31% against the market's 23%. This time, the market was right — a calibration data point.

PRISM MISSED-100% return
ISSUED FORECASTMay 21, 2026 at 10:06 AM
MODERATE · UNDERPRICED+5.0ppPRISM 31% · Market 23%
PRISM
31.0%
VS
MARKET
22.5%
EDGE DETECTED5.0pp
WEAK
MODERATE
STRONG
EXTREME
OUTCOME
NO
FORECAST
MODERATE
DIRECTION
UNDERPRICED
CONFIDENCE
LOW
ACCURACY EDGE
-45
PUBLISHED
May 21, 2026
VIEW LIVE PRISM FORECASTSEdge scoring updated every 2h
1

What happened

This market resolved NO on June 30, 2026. The market's pricing turned out to be more accurate than PRISM's assessment.

Forecast Tape

4 events
  1. Apr 26, 12:12 PMPUBLISHED

    Prism 39% vs market 40% — NONE FAIR

  2. May 2, 4:13 PMMARKET MOVED

    Market 40% → 23% (-18pp)

  3. May 21, 10:06 AMRE-ANALYZED

    Forecast NONE → MODERATE at Prism 31%

  4. Jun 30, 12:00 AMRESOLVED NO

    Resolved NO. Market was closer than Prism on this call.

2

What the market believed

MARKET PRICE · AT FORECAST TIME
22.5%

The market was pricing this event at 22.5% probability when PRISM generated its forecast. PRISM assessed this was too low — the market was underpricing the probability.

3

What PRISM believed

PRISM PROBABILITY
31.0%
EDGE DETECTED
5.0pp
FORECAST
MODERATE UNDERPRICED
Confidence
LOW
Kelly Reference
N/A
PRISM Sizing (¼ Kelly · cap 5%)
N/A
PRISM REASONING
  • Fundamental analysis indicates Google is a credible but currently trailing contender for top LM Arena rank by mid‑2026
  • Rapid model iteration and leaderboard volatility sustain a meaningful upside tail for a late Google surge
FACTORS FOR
  • +Google’s scale and infrastructure support rapid model improvements through 2026.
  • +Leaderboard can be volatile as new frontier models are released.
  • +Alphabetical tiebreak slightly favors Google in rare exact-score ties.
FACTORS AGAINST
  • Current leaderboard shows Google clearly behind leading competitors.
  • Anthropic and OpenAI have recent edge in Arena performance.
  • Multiple strong labs compete, diluting Google’s top‑rank odds.
  • Resolution depends on a single snapshot, increasing idiosyncratic risk.
RESOLUTION PATHS MODELED
Google releases a clearly superior frontier model topping LM Arena by June 202620%
Close multi‑lab race where incremental update lifts Google narrowly into first at snapshot9%
Exact tie on rank and score where alphabetical tiebreak awards first to Google2%
Evidence 38%
SOURCES (5)
last week
  • Which company has best AI model end of June? - Polymarketpolymarket.com

    The current frontrunner for "Which company has best AI model end of June?" is "Anthropic" at 71%, meaning the market assigns a 71% chance to that outcome. The ...

    May 20Open →
  • Top AI model this week Odds & Predictions 2026 - Kalshikalshi.com

    If claude-opus-4-6-thinking is the top-ranked AI model on May 23, 2026 at 10:00 AM ET, then the market resolves to Yes. Outcome verified from LM Arena ...

    May 20Open →
  • Which company has best AI model end of June? - Perplexityperplexity.ai

    Anthropic dominates this market at 73.6% — consistent with its leaderboard supremacy reflected in the parallel "best Math AI model" market (78%) and WSJ's ...

    May 20Open →
  • Which Company Has the Best AI Model End of June 2026? - Geminigemini.com

    Which Company Has the Best AI Model End of June 2026? Google. Anthropic.

    May 15Open →
  • The 10 best AI voice assistants in 2026: A comprehensive guideglean.com

    The pricing is structured across personal, business, and developer tiers. Gemini: Free Google AI Pro: $19.99 monthly. Google AI Ultra: $249.99 monthly.

    May 20Open →

PRISM RETRIEVES EVIDENCE FROM A CURATED LIST OF PRIMARY WIRES + OFFICIAL SOURCES

4

Why the gap existed

Prism's 8.5% edge call was wrong — market was right

CALIBRATION SCORECARD
PRISM ACCURACY
0.096
MARKET ACCURACY
0.051
EDGE
-45.5
Brier edge
The market's probability estimate was more accurate than PRISM's on this call.
5

How this forecast played out

1.PRISM analyzed Will Google have the best AI model at the end of June 2026?, classifying it as underpriced at 22.5%.
2.Forecast classification: MODERATE UNDERPRICED — PRISM estimate 31.0% vs market 22.5%.
3.Kelly reference at forecast time: —% (¼ Kelly, capped at 5%; mathematical reference only — not a position recommendation).
4.Outcome: resolved NO.

Get live PRISM forecasts for Kalshi + Polymarket.

Edge scores, Kelly references, confidence levels, and resolution paths — updated every 2 hours, before the market corrects.

VIEW LIVE FORECASTS
PRISM: v0.9.141-kalshi-attention-backstop·Forecasted: May 21, 2026·Resolved: June 30, 2026·polymarket
For informational purposes only. Not financial advice. EdgeCal provides PRISM-generated market analysis and does not execute trades, manage funds, or guarantee returns. Past performance does not indicate future results.