TL;DR
Oil is the macro story of the month: WTI up roughly 30% on Middle East tension, and the crowd now pays 45 cents that 2026 prints $115 or higher. Eight AI models priced the entire ladder in one coherent pass each, fed live price and volatility data but no market prices. The blend, the crowd, and every seat's full distribution are below.
Each model produced one distribution across all ten thresholds, so every column is internally consistent (the probability of $130+ can never exceed $120+). That is the same whole-ladder protocol our backtesting found dramatically more accurate than pricing rungs one at a time.
The Ladder: 2026 WTI High
| Threshold | Kalshi | AI blend | ChatGPT (GPT-5.5) | Claude Fable | Claude Opus | Claude Sonnet | Gemini 3.1 Pro | GLM 5.2 | Kimi K3 | DeepSeek V4 |
|---|---|---|---|---|---|---|---|---|---|---|
| $115+ | 45¢ | 28% | 30% | 24% | 26% | 30% | 18% | 22% | 45% | 27% |
| $120+ | 35¢ | 21% | 22% | 18% | 20% | 22% | 12% | 17% | 38% | 19% |
| $125+ | 32¢ | 16% | 16% | 13% | 16% | 16% | 8% | 13% | 31% | 13% |
| $130+ | 29¢ | 12% | 11% | 10% | 12% | 11% | 5% | 10% | 26% | 8% |
| $135+ | 23¢ | 8% | 8% | 7% | 9% | 8% | 3% | 8% | 21% | 5% |
| $140+ | 23¢ | 6% | 5% | 5% | 7% | 5% | 2% | 6% | 17% | 3% |
| $150+ | 19¢ | 4% | 2% | 3% | 4% | 2% | 1% | 4% | 12% | 2% |
| $160+ | 16¢ | 2% | 1% | 2% | 2% | 1% | 0% | 2% | 8% | 1% |
| $175+ | — | 1% | 0% | 1% | 1% | 0% | 0% | 2% | 4% | 0% |
| $200+ | 11¢ | 0% | 0% | 0% | 0% | 0% | 0% | 0% | 2% | 0% |
The Reasoning
ChatGPT (GPT-5.5): With WTI near 89 after an intraday high around 93, the remaining five months of 2026 leave meaningful room for a volatility-driven or geopolitical spike, but the required moves become large quickly: 115 is roughly 29% above spot, while 140 is about 57% higher and 200 would require a historic shock. The technical setup is bullish versus the 20-day and 50-day averages and near the top of the 30-day range, which raises near-term breakout risk. Base rates for crude show occasional multi-month surges of 25-40%, especially around wars, sanctions, hurricanes, OPEC surprises, or inventory stress, but moves above 150 have been very rare and usually need severe physical disruption. The biggest uncertainty is geopolitical supply interruption, especially if current tightness coincides with spare-capacity doubts or a transport chokepoint event.
Claude Fable: Price sits at 84% of its 30-day range ($67-94) after a sharp run-up well above the 20d MA ($77), suggesting a supply/geopolitical premium is already priced in; today's -3.1% pullback hints at fading momentum. With ~5 months left, a lognormal running-max estimate using ~40% annualized vol (elevated for crude in shock regimes) puts roughly 30% odds of touching $115, which I haircut to ~24% because spikes like this historically mean-revert as strategic reserves, OPEC+ spare capacity, and demand destruction respond. Base rates: WTI exceeded $115 in 2022 (Ukraine invasion) but such episodes need an actual large physical supply loss, not just risk premium. Each higher rung requires progressively rarer escalation , $130+ implies a major producer outage or strait disruption, and $150+ has essentially only 2008-style precedent. Biggest uncertainty: whether the current driver (unknown to me) escalates into a durable physical supply disruption versus deflating like most geopolitical spikes; that binary dominates the tail.
Claude Opus: Spot 89.31 sits far above the 20d MA (77) and above the 50d (84), with a 5.8% intraday range and a 3.1% down day , the signature of an active supply-risk premium rather than a calm market. That regime justifies ~40-45% annualized vol over the 0.43-year horizon. A driftless barrier calculation on those inputs gives ~30% for a 115 touch; I haircut modestly for oil's strong mean reversion (spikes get sold as OPEC spare capacity, SPR policy, and demand destruction respond) to ~26%. Base rates matter above that: WTI has closed above 115 in only two episodes since 2008 (2008 itself, and briefly 2022), and never above 147. So 150+ requires a sustained, multi-region supply loss, not a headline scare, and 200 would be unprecedented. Biggest uncertainty is what already drove price from the high-60s to 94 , if that is a durable physical outage rather than a risk premium, the whole curve shifts up materially; if it resolves, price likely retraces toward the 50d and the ladder collapses.
Model estimates generated July 25, 2026, price-blind. These are model estimates, not predictions of fact and not financial or trading advice. Models are frequently wrong; the market price reflects real traders' money. Kalshi is a CFTC-regulated exchange; 18+, availability varies by state.
Related Verdicts
FAQ
Why do the model percentages differ from the Kalshi price?
The models never see the price. When they disagree with the crowd, one side is wrong, and we grade every verdict against real settlements on our scoreboard.
Are model verdicts betting advice?
No. Model verdicts are model estimates, not betting or financial advice. Treat them as one input among many and make your own decisions.
