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Trade Implied Volatility

FreeValueStandardPro

Fetch implied volatility on each trade for an option contract.

  • Returns implied volatilies calculated using the trade reported by OPRA.
  • The underlying price represents whatever the last underlying price was at the timestamp field. You can read more about how Theta Data calculates greeks here.
  • Multi-day requests are limited to 1 month of data, and must specify an expiration.
SPY · 20250321
Client
Auth
Style
from thetadatadx import Client

client = Client.from_env()

rows = client.market_data.option_history_trade_greeks_implied_volatility(
    "SPY", "20250321",
    strike="570", right="C",
)
for t in rows:
    print(t.ms_of_day, t.price, t.implied_volatility)
Sample response · JSON
[
  {
    "condition": 130,
    "exchange": 22,
    "ext_condition1": 255,
    "ext_condition2": 255,
    "ext_condition3": 255,
    "ext_condition4": 255,
    "implied_vol": 0.3598,
    "iv_error": 0.0002,
    "price": 3.9,
    "sequence": 18902138,
    "size": 2,
    "timestamp": "2024-11-04T09:30:00.471",
    "underlying_price": 221,
    "underlying_timestamp": "2024-11-04T09:30:00"
  },
  {
    "condition": 130,
    "exchange": 6,
    "ext_condition1": 255,
    "ext_condition2": 255,
    "ext_condition3": 255,
    "ext_condition4": 255,
    "implied_vol": 0.3876,
    "iv_error": 0,
    "price": 4.25,
    "sequence": 19368856,
    "size": 1,
    "timestamp": "2024-11-04T09:30:01.626",
    "underlying_price": 221.17,
    "underlying_timestamp": "2024-11-04T09:30:01"
  },
  {
    "condition": 130,
    "exchange": 6,
    "ext_condition1": 255,
    "ext_condition2": 255,
    "ext_condition3": 255,
    "ext_condition4": 255,
    "implied_vol": 0.3842,
    "iv_error": -0.0002,
    "price": 4.22,
    "sequence": 19403970,
    "size": 1,
    "timestamp": "2024-11-04T09:30:01.698",
    "underlying_price": 221.17,
    "underlying_timestamp": "2024-11-04T09:30:01"
  }
]

Parameters

NameTypeRequiredDefaultDescription
symbolstringyesTicker symbol (e.g. AAPL)
expirationdateyesExpiration date YYYYMMDD. Pass * to select all expirations for the underlying (chain-wide; query one date at a time).
strikestringno*Strike price in dollars as a string (e.g. 500 or 17.5). Use * for wildcard selection.
rightstringnobothOption side. Use both or * (alias) for calls and puts. Accepted values: call, put, both, *.
datedatenoSingle date YYYYMMDD. Supply this for a single-day pull, or supply start_date/end_date for a range. When present, date takes precedence over the range.
start_timestringno09:30:00Start time filter
end_timestringno16:00:00End time filter
annual_dividendfloatnoAnnualized expected dividend amount, in dollars per share, used in the Greeks calculation (e.g. 2.5 is $2.50 per share per year).
rate_typestringnosofrRisk-free-rate source used in the Greeks calculation. Accepted values: sofr, treasury_m1, treasury_m3, treasury_m6, treasury_y1, treasury_y2, treasury_y3, treasury_y5, treasury_y7, treasury_y10, treasury_y20, treasury_y30.
rate_valuefloatnoInterest rate as a percent (4.36 means 4.36%, matching the InterestRateTick.rate convention) used in the Greeks calculation. Applied when rate_type selects a manual rate.
versionstringnolatestGreeks model version. Accepted values: latest, 1.
max_dteintnoMaximum days to expiration
strike_rangeintnoStrike range filter
start_datedatenoStart date YYYYMMDD
end_datedatenoEnd date YYYYMMDD
timeout_msintnoPer-request deadline in milliseconds. 0 means no deadline.

Response

Rows of TradeGreeksImpliedVolatilityTick:

FieldTypeDescription
ms_of_dayi32Milliseconds since midnight Eastern Time.
sequencei32Exchange-assigned trade sequence number.
ext_condition1i32Additional trade condition code.
ext_condition2i32Additional trade condition code.
ext_condition3i32Additional trade condition code.
ext_condition4i32Additional trade condition code.
conditioni32Trade condition code.
sizei32Number of contracts or shares traded.
exchangei32Exchange code where the trade executed.
pricef64Trade price.
implied_volatilityf64Implied volatility solved from the option price.
iv_errorf64Residual pricing error of the implied-volatility solve.
underlying_ms_of_dayi32Timestamp of the underlying price, milliseconds since midnight ET.
underlying_pricef64Underlying price used in the calculation (midpoint of the underlying).
datei32Trading date as a YYYYMMDD integer.

Wildcard requests additionally populate expiration (YYYYMMDD), strike (dollars), and right ("C" / "P") on every row to identify the contract; on single-contract requests these are absent (None / null / undefined; the Rust and C rows carry the documented 0 / 0.0 / '\0' fills).

Released under the Apache-2.0 License.