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MRNA expected-move history Moderna, Inc.

Every trading day after the close we record what the options market was pricing — per expiration, before the outcome was known. When an expiration passes, the outcome is written next to the original estimate. Estimates are never revised after the fact. How to read these statistics · recording since Aug 31, 2026

Comparisons resolved93
Close inside range31%
|Actual| under expected31%
Avg expected move±10.8%
Avg |actual| move23.7%
Mean abs. error15.4pt

Implied vs realized, by expiration

For each expiration: the amber outline is the expected move recorded closest to expiry; the solid bar is what the stock actually did. Signed values are printed beneath the bars.

Sep 04+0.4%Sep 11-0.4%Sep 18-0.0%Sep 25+9.1%Oct 02+0.2%Oct 09+0.1%
expected (recorded)actual

Currently recorded (awaiting outcome)

SnapshotExpiresDTESpot thenExpected moveRangeMethod
Oct 16 Oct 16 0 217.70 ±0.9% 215.72–219.68 em-1.0
Oct 14 Oct 16 2 224.64 ±6.0% 211.21–238.06 em-1.0
Oct 13 Oct 16 3 215.00 ±6.9% 200.22–229.78 em-1.0
Oct 09 Oct 16 7 224.75 ±10.2% 201.80–247.70 em-1.0
Oct 08 Oct 16 8 196.00 ±9.9% 176.53–215.47 em-1.0
Oct 07 Oct 16 9 195.64 ±10.1% 175.81–215.47 em-1.0
Oct 06 Oct 16 10 188.27 ±10.8% 167.87–208.67 em-1.0
Oct 05 Oct 16 11 203.00 ±10.9% 180.82–225.18 em-1.0
Oct 02 Oct 16 14 189.58 ±11.8% 167.26–211.91 em-1.0
Oct 01 Oct 16 15 190.00 ±12.2% 166.80–213.20 em-1.0
Sep 23 Oct 16 23 182.33 ±15.4% 154.21–210.46 em-1.0
Sep 22 Oct 16 24 182.49 ±15.4% 154.37–210.62 em-1.0
Sep 21 Oct 16 25 172.70 ±15.8% 145.47–199.93 em-1.0
Sep 18 Oct 16 28 154.10 ±14.4% 131.90–176.30 em-1.0
Sep 17 Oct 16 29 157.92 ±17.0% 131.07–184.77 em-1.0
Sep 16 Oct 16 30 145.62 ±16.2% 122.02–169.22 em-1.0
Sep 15 Oct 16 31 143.75 ±16.6% 119.88–167.62 em-1.0
Sep 14 Oct 16 32 146.11 ±17.1% 121.11–171.11 em-1.0
Sep 11 Oct 16 35 144.50 ±17.0% 119.90–169.10 em-1.0
Sep 10 Oct 16 36 135.90 ±16.7% 113.20–158.60 em-1.0
Sep 09 Oct 16 37 135.96 ±17.4% 112.23–159.68 em-1.0
Sep 08 Oct 16 38 140.93 ±18.5% 114.83–167.03 em-1.0
Sep 07 Oct 16 39 145.00 ±19.9% 116.20–173.80 em-1.0
Sep 04 Oct 16 42 145.00 ±19.9% 116.20–173.80 em-1.0
Sep 03 Oct 16 43 147.40 ±20.8% 116.70–178.10 em-1.0
Sep 02 Oct 16 44 150.30 ±21.8% 117.55–183.05 em-1.0
Sep 01 Oct 16 45 151.86 ±22.2% 118.16–185.56 em-1.0
Aug 31 Oct 16 46 138.80 ±21.3% 109.25–168.35 em-1.0
Oct 16 Oct 23 7 217.70 ±10.2% 195.40–240.00 em-1.0
Oct 14 Oct 23 9 224.64 ±11.3% 199.29–249.99 em-1.0

Resolved snapshots

SnapshotExpiredExpectedActualInside range?Spot → close
Oct 09, 2026 Oct 09 ±0.5% +0.1% inside 224.75 → 225.00
Oct 08, 2026 Oct 09 ±4.1% +14.8% outside 196.00 → 225.00
Oct 07, 2026 Oct 09 ±5.4% +15.0% outside 195.64 → 225.00
Oct 06, 2026 Oct 09 ±6.7% +19.5% outside 188.27 → 225.00
Oct 05, 2026 Oct 09 ±7.7% +10.8% outside 203.00 → 225.00
Oct 02, 2026 Oct 09 ±8.2% +18.7% outside 189.58 → 225.00
Oct 01, 2026 Oct 09 ±9.2% +18.4% outside 190.00 → 225.00
Sep 23, 2026 Oct 09 ±13.2% +23.4% outside 182.33 → 225.00
Sep 22, 2026 Oct 09 ±13.2% +23.3% outside 182.49 → 225.00
Sep 21, 2026 Oct 09 ±14.3% +30.3% outside 172.70 → 225.00
Sep 18, 2026 Oct 09 ±11.8% +46.0% outside 154.10 → 225.00
Sep 17, 2026 Oct 09 ±14.9% +42.5% outside 157.92 → 225.00
Sep 16, 2026 Oct 09 ±14.4% +54.5% outside 145.62 → 225.00
Sep 15, 2026 Oct 09 ±14.5% +56.5% outside 143.75 → 225.00
Sep 14, 2026 Oct 09 ±15.1% +54.0% outside 146.11 → 225.00
Sep 11, 2026 Oct 09 ±14.7% +55.7% outside 144.50 → 225.00
Sep 10, 2026 Oct 09 ±15.5% +65.6% outside 135.90 → 225.00
Sep 09, 2026 Oct 09 ±16.0% +65.5% outside 135.96 → 225.00
Sep 08, 2026 Oct 09 ±16.6% +59.7% outside 140.93 → 225.00
Sep 07, 2026 Oct 09 ±17.6% +55.2% outside 145.00 → 225.00
Sep 04, 2026 Oct 09 ±17.6% +55.2% outside 145.00 → 225.00
Sep 03, 2026 Oct 09 ±18.7% +52.6% outside 147.40 → 225.00
Sep 02, 2026 Oct 09 ±19.6% +49.7% outside 150.30 → 225.00
Sep 01, 2026 Oct 09 ±20.2% +48.2% outside 151.86 → 225.00
Aug 31, 2026 Oct 09 ±19.3% +62.1% outside 138.80 → 225.00
Oct 02, 2026 Oct 02 ±0.5% +0.2% inside 189.58 → 190.01
Oct 01, 2026 Oct 02 ±3.9% +0.0% inside 190.00 → 190.01
Sep 23, 2026 Oct 02 ±10.3% +4.2% inside 182.33 → 190.01
Sep 22, 2026 Oct 02 ±10.3% +4.1% inside 182.49 → 190.01
Sep 21, 2026 Oct 02 ±10.9% +10.0% inside 172.70 → 190.01
Sep 18, 2026 Oct 02 ±10.0% +23.3% outside 154.10 → 190.01
Sep 17, 2026 Oct 02 ±12.8% +20.3% outside 157.92 → 190.01
Sep 16, 2026 Oct 02 ±11.8% +30.5% outside 145.62 → 190.01
Sep 15, 2026 Oct 02 ±12.6% +32.2% outside 143.75 → 190.01
Sep 14, 2026 Oct 02 ±13.2% +30.1% outside 146.11 → 190.01
Sep 11, 2026 Oct 02 ±13.5% +31.5% outside 144.50 → 190.01
Sep 10, 2026 Oct 02 ±13.3% +39.8% outside 135.90 → 190.01
Sep 09, 2026 Oct 02 ±14.0% +39.8% outside 135.96 → 190.01
Sep 08, 2026 Oct 02 ±14.6% +34.8% outside 140.93 → 190.01
Sep 07, 2026 Oct 02 ±15.4% +31.0% outside 145.00 → 190.01
Sep 04, 2026 Oct 02 ±15.4% +31.0% outside 145.00 → 190.01
Sep 03, 2026 Oct 02 ±16.5% +28.9% outside 147.40 → 190.01
Sep 02, 2026 Oct 02 ±17.6% +26.4% outside 150.30 → 190.01
Sep 01, 2026 Oct 02 ±18.8% +25.1% outside 151.86 → 190.01
Aug 31, 2026 Oct 02 ±17.7% +36.9% outside 138.80 → 190.01
Sep 23, 2026 Sep 25 ±6.0% +9.1% outside 182.33 → 198.88
Sep 22, 2026 Sep 25 ±6.0% +9.0% outside 182.49 → 198.88
Sep 21, 2026 Sep 25 ±7.2% +15.2% outside 172.70 → 198.88
Sep 18, 2026 Sep 25 ±6.9% +29.1% outside 154.10 → 198.88
Sep 17, 2026 Sep 25 ±8.9% +25.9% outside 157.92 → 198.88
Sep 16, 2026 Sep 25 ±9.4% +36.6% outside 145.62 → 198.88
Sep 15, 2026 Sep 25 ±10.1% +38.4% outside 143.75 → 198.88
Sep 14, 2026 Sep 25 ±10.8% +36.1% outside 146.11 → 198.88
Sep 11, 2026 Sep 25 ±10.8% +37.6% outside 144.50 → 198.88
Sep 10, 2026 Sep 25 ±11.1% +46.3% outside 135.90 → 198.88
Sep 09, 2026 Sep 25 ±11.4% +46.3% outside 135.96 → 198.88
Sep 08, 2026 Sep 25 ±12.3% +41.1% outside 140.93 → 198.88
Sep 07, 2026 Sep 25 ±13.8% +37.2% outside 145.00 → 198.88
Sep 04, 2026 Sep 25 ±13.8% +37.2% outside 145.00 → 198.88
Sep 03, 2026 Sep 25 ±14.6% +34.9% outside 147.40 → 198.88

Outcomes compare the recorded range with the closing price on expiration day. Method version shown per row where it differs; current: em-1.0.

Consumer Cyclical

ABNB · Airbnb, Inc.AMZN · Amazon.com, Inc.AZO · AutoZone, Inc.BABA · Alibaba Group Holding…BBY · Best Buy Co., Inc.BYD · Boyd Gaming CorporationCAVA · CAVA Group, Inc.CCL · Carnival Corporation & plc

ETF

ARKK · ARK Innovation ETFBITO · ProShares Bitcoin ETFDIA · State Street SPDR Dow…EEM · iShares MSCI Emerging…EFA · iShares MSCI EAFE ETFEWZ · iShares MSCI Brazil ETFFXI · iShares China Large-Cap ETFGDX · VanEck Gold Miners ETF

Technology

AAPL · Apple Inc.ADBE · Adobe Inc.AI · C3.ai, Inc.AMAT · Applied Materials, Inc.AMD · Advanced Micro Device…APP · AppLovin CorporationARM · Arm Holdings plc Amer…ASML · ASML Holding N.V.

Financial Services

AFRM · Affirm Holdings, Inc.ALL · The Allstate CorporationALLY · Ally Financial Inc.AXP · American Express CompanyBAC · Bank of America CorporationBLK · BlackRock, Inc.BX · Blackstone Inc.C · Citigroup Inc.

Industrials

AAL · American Airlines Gro…BA · The Boeing CompanyCAT · Caterpillar Inc.CMI · Cummins Inc.DAL · Delta Air Lines, Inc.DE · Deere & CompanyEMR · Emerson Electric Co.ETN · Eaton Corporation plc

Consumer Defensive

CELH · Celsius Holdings, Inc.CL · Colgate-Palmolive CompanyCOST · Costco Wholesale Corp…DG · Dollar General CorporationDLTR · Dollar Tree, Inc.EL · The Estée Lauder Comp…GIS · General Mills, Inc.HSY · The Hershey Company