NFL MVP 2026: The Market Fades Mahomes. 8 AI Models Don't.
By Jake Hari
July 28, 2026
The Quick Answer
The market makes Josh Allen its 11¢ favorite; the panel's revised blend puts Patrick Mahomes first at 13% against a 7¢ price, with Allen and Lamar Jackson just behind. Every seat also respects how wide open a 45-man award board is: after the revision round the panel keeps 28% of its probability on candidates outside the named tier below. The board's full top tier and the revision-round arguments follow.
The Market
Kalshi's NFL MVP market (event KXNFLMVP-27, ~$6M traded) settles on the AP Most Valuable Player for the 2026-27 season, voted after the regular season. 45 candidates are listed. The card carried the full list and the one structural fact every seat leaned on: this is a quarterback award — non-QBs have won it twice in twenty years.
Two timestamps: panel verdicts generated the morning of July 28, 2026, price-blind; prices fetched from exchange candlesticks the same morning.
How The Panel Read It
Four seats made Mahomes their top pick, one took Allen, and three made "the rest of the list" their biggest bucket rather than commit to any single name.
"Voters have never let Mahomes drift far from the conversation when Kansas City wins 13-plus games, and the roster reload gives him the best narrative setup on the board." (DeepSeek V4)
The Allen counter-case was the classic voter-fatigue argument in reverse: he finally won it, and repeat MVPs are rare in the modern era.
The Revision Round
Each model read the other seven's anonymized reasoning and could revise with a stated reason. 3 seats (ChatGPT (GPT-5.5), Claude Fable, Kimi K3) did not return a revision and are excluded from the round-2 blend; their round-1 numbers stand below.
"Multiple forecasters flagged voter fatigue and vote-splitting among the young QBs, which lifted the established names relative to my round-1 spread." (GLM 5.2)
"I revised to flatten my distribution and double my REST_OF_LIST probability based on compelling peer arguments about how often the MVP comes from outside the preseason top five." (Gemini 3.1 Pro)
"Held firm on Mahomes despite four peers ranking him higher — their case doesn't add new evidence, it just re-weights the same priors." (Claude Sonnet, holding)
Where The Machines Split From The Money
Patrick Mahomes: market 7¢, AI blend 13%. The board's headline gap. The panel treats a 7¢ price on the era's defining player as the market over-rotating on one down voting year.
Jayden Daniels: market 4¢, AI blend 7%. The young-QB tier's leader on the blend at nearly double his price; the vote-splitting argument said one of them separates, and the panel thinks it's him.
Justin Herbert: market 10¢, AI blend 0.8%. The board's widest reverse gap: the market prices Herbert with the contenders, the panel gives him under a point.
Dark Horses The Panel Won't Dismiss
- Drake Maye (7¢, blend 8%): the fantasy boards' favorite riser shows up here too, fifth on the blend.
- Joe Burrow (10¢, blend 9%): quietly fourth on the blend; a healthy Burrow on a playoff Bengals team is the classic voter narrative.
- The rest of the list (blend 28%): the single biggest bucket on the whole board after the revision round pushed several seats toward humility. On a 45-name award, that is a position.
The Board
| Outcome | Kalshi | AI Blend (after revision) |
|---|---|---|
| Any Other Listed Candidate | – | 28% |
| Patrick Mahomes | 7¢ | 13% |
| Josh Allen | 11¢ | 12% |
| Lamar Jackson | 10¢ | 10% |
| Joe Burrow | 10¢ | 9% |
| Drake Maye | 7¢ | 8% |
| Jayden Daniels | 4¢ | 7% |
| CJ Stroud | 2¢ | 5% |
| Jalen Hurts | 3¢ | 2% |
| Brock Purdy | 5¢ | 2% |
| Justin Herbert | 10¢ | 0.8% |
| Jordan Love | 5¢ | 0.6% |
| Bo Nix | 3¢ | 0.6% |
| Caleb Williams | 7¢ | 0.4% |
| Jared Goff | 2¢ | 0.4% |
| Trevor Lawrence | 3¢ | 0.4% |
| Dak Prescott | 6¢ | – |
Every Seat's Round-1 Number
The per-model split before the revision round. On a phone this table scrolls sideways; the board above carries the headline numbers, which average the seats that returned revised round-2 estimates.
| Outcome | ChatGPT (GPT-5.5) | Claude Fable | Claude Opus | Claude Sonnet | Gemini 3.1 Pro | GLM 5.2 | Kimi K3 | DeepSeek V4 |
|---|---|---|---|---|---|---|---|---|
| Rest of list | 8% | 18% | 20% | 8% | 11% | 3% | 20% | 1.2% |
| Patrick Mahomes | 13% | 9% | 10% | 10% | 15% | 20% | 12% | 18% |
| Josh Allen | 12% | 12% | 11% | 13% | 12% | 12% | 11% | 15% |
| Lamar Jackson | 10% | 10% | 8% | 12% | 9% | 12% | 11% | 12% |
| Joe Burrow | 8% | 8% | 6% | 9% | 10% | 10% | 8% | 12% |
| Drake Maye | 6% | 8% | 12% | 4% | – | – | – | 0.5% |
| Jayden Daniels | 4% | 6% | 6% | 8% | – | 7% | 6% | 3% |
| CJ Stroud | – | 2% | 2% | 3% | 11% | 8% | 3% | 4% |
| Jalen Hurts | 6% | 5% | 4% | 4% | 5% | 5% | 5% | 10% |
| Brock Purdy | 2% | – | 3% | 3% | 6% | 2% | 2% | 8% |
| Justin Herbert | 5% | 5% | 4% | 6% | 3% | 5% | 4% | 2% |
| Jordan Love | 4% | 3% | – | 5% | 7% | 4% | 4% | 5% |
| Bo Nix | 2% | – | 2% | 7% | – | 2% | 2% | 1.0% |
| Caleb Williams | 6% | 2% | 3% | – | 3% | 2% | 4% | 0.8% |
| Jared Goff | 4% | – | 2% | – | 4% | – | 4% | 6% |
| Trevor Lawrence | – | – | – | – | – | 3% | 1.5% | – |
| Dak Prescott | 2% | 4% | 3% | 4% | 4% | 3% | 2% | 1.5% |
Model estimates generated July 28, 2026, price-blind from live fetched data. 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.
The Shape Of The Distribution
No name clears 14% because MVP voting is a narrative award decided by November storylines nobody can see in July. The panel's structure (a Mahomes-Allen-Lamar top tier, a Burrow-Maye-Daniels middle, and 28% on everyone else) is the honest shape. This board joins the NFL shelf next to the AFC Championship verdict and the NFC Championship verdict, and grades on the public scoreboard when the award is announced in February.