Blog/Comparison + migration guide

OpticOdds vs. MoneyLine Sports API

An enterprise real-time odds feed vs. a self-serve US API with props, hit rates and betting edges built in. What each does better, and how to switch.

Published April 28, 2026·9 min read·By the MoneyLine team

Try it free

Get a free MoneyLine API key — every endpoint, no feature gates.

Sign up free →

OpticOdds is built for speed and breadth: hundreds of sportsbooks worldwide, prediction markets, real-time streaming, deep links, bet limits and bet grading. For sportsbook operators and high-frequency trading tools, it is a serious option.

Smaller teams tend to hit a few limits: there is no public pricing or self-serve plan, each odds request covers at most five sportsbooks, and there are no +EV, arbitrage or hit-rate endpoints.

This page compares the two honestly, including where OpticOdds wins, then maps each endpoint and field so you can switch.

Tale of the tape

The 30-second card. We dig into each row in the rounds below.

CategoryOpticOddsMoneyLine API
PricingNo public pricing. Access is licensed through a contact form.Public pricing. Free: 1,000 credits/month. Paid: $29 (150K credits), $149 (4M), $299 (12M).
SportsbooksHundreds of sportsbooks worldwide, plus DFS apps, exchanges and prediction markets such as Kalshi and Polymarket.28 in the US: 19 sportsbooks, 4 DFS apps and 5 exchanges and prediction markets, including Kalshi and Polymarket.
Books per requestUp to 5 sportsbooks per odds request, for named fixtures, teams or players.Every book for every upcoming game in a league in one request.
Real-time deliveryServer-sent event streams for live odds updates.REST polling. No streaming feed.
Betting edgesNo +EV, arbitrage or hit-rate endpoints for developers.+EV, value and arbitrage endpoints, no-vig fair odds, best price, and L5 / L10 / L25 / season hit rates.
Historical oddsKept on a rolling 2-month window, one fixture per request.Line-movement snapshots for upcoming games, up to 30 days back; game results since September 2024.

Round by round

1

Sportsbook and sports coverage

OpticOdds

Hundreds of books across many countries and about 38 sports.

MoneyLine API

28 US books, DFS apps and exchanges across 9 leagues.

For international books and more sports, OpticOdds covers far more.

Round goes to OpticOdds
2

Speed and extras

OpticOdds

Streaming odds, deep links into books' bet slips, max-stake limits and automatic bet grading.

MoneyLine API

REST polling without deep links, limits or grading.

For live trading tools and sportsbook operations, OpticOdds has the right plumbing.

Round goes to OpticOdds
3

Pulling a full slate

OpticOdds

Each odds request covers up to 5 books and needs fixture, team or player IDs, so a full odds screen means many calls.

MoneyLine API

One request returns every book for every upcoming game in a league, for game lines or props.

Far fewer requests for comparison screens and prop tools.

✓ MoneyLine takes the round
4

Betting edges and hit rates

OpticOdds

No developer endpoints for +EV, arbitrage or hit rates. Recent player stat lines are available, but you compute rates yourself.

MoneyLine API

Market-based +EV, value and arbitrage endpoints, fair odds, best price, and hit rates per player and line.

If your product recommends bets, this is weeks of work you skip.

✓ MoneyLine takes the round
5

Getting started

OpticOdds

License through sales, with no public pricing or self-serve free plan.

MoneyLine API

Sign up, get a key and start on a free plan with published paid tiers.

Small teams can build and test without a sales process.

✓ MoneyLine takes the round

Scorecard

Final card

OpticOdds

2

MoneyLine API

3

Choose OpticOdds for global coverage, streaming speed, deep links and bet grading, typically at the operator or trading-desk level. Choose MoneyLine Sports API for a self-serve US betting product that needs full-slate odds and props, hit rates, and +EV and arbitrage signals out of the box.

How to switch from OpticOdds

  1. Get a free MoneyLine key at moneylineapp.com/signup.
  2. Point requests at https://mlapi.bet. Both APIs use an X-Api-Key header, so your auth code barely changes.
  3. Drop the sportsbook parameters. MoneyLine returns every book; filter with bookmaker or sourceType if you need fewer.
  4. Replace fixture-by-fixture odds calls with one /v1/odds or /v1/player-props call per league.
  5. Convert flat odds rows to the nested shape using the field map.
  6. If you stream, switch to polling /v1/odds on a schedule that fits your plan's rate limit.

Endpoint map

OpticOddsMoneyLine Sports API
GET /api/v3/sports, /api/v3/leaguesGET /v1/sports, /v1/leagues
GET /api/v3/fixtures?league=NBAGET /v1/events?league=nba
GET /api/v3/fixtures/odds?fixture_id=…&sportsbook=…&market=MoneylineGET /v1/odds?league=nba&market=moneylineAll books, all games. One game: GET /v1/events/{eventId}/odds.
GET /api/v3/fixtures/odds?…&market=Player PointsGET /v1/player-props?league=nba&market=player_points
GET /api/v3/fixtures/resultsGET /v1/leagues/{leagueId}/scores
GET /api/v3/teams, /api/v3/playersGET /v1/leagues/{leagueId}/teams, /v1/players?league={league}
GET /api/v3/sportsbooksGET /v1/odds/bookmakers
GET /api/v3/marketsGET /v1/player-props/markets?league={league}
GET /api/v3/fixtures/odds/historicalGET /v1/events/{eventId}/odds-historySnapshots for upcoming games, up to 30 days back.
GET /api/v3/injuriesGET /v1/teams/{teamId}/injuries
GET /api/v3/stream/odds/{sport} (SSE)No streaming. Poll GET /v1/odds.
(not offered)GET /v1/edge/ev, /v1/edge/value, /v1/edge/arbitrage, /v1/best-bets, /v1/players/{playerId}/hit-rates

Field map

OpticOddsMoneyLine Sports API
X-Api-Key headerx-api-key header (same header)
data[] (fixtures)data[] (events)
ideventId
start_datestartTime
home_team_display / away_team_displayhomeTeamName / awayTeamName
odds[] flat rowsbookmakers[].markets[].outcomes[] (game lines) or players[].markets[].lines[].offers[] (props)
odds[].sportsbook ("DraftKings")bookmakers[].bookmakerName ("DraftKings") and bookmakerId ("draftkings")
odds[].market ("Moneyline")markets[].marketType ("moneyline")
odds[].name / price / pointsoutcomes[].name / price / point
odds_format parameterAlways American, with impliedProbability added

Before and after

Before: OpticOdds

const url = 'https://api.opticodds.com/api/v3/fixtures/odds'
  + '?fixture_id=' + fixtureId
  + '&sportsbook=DraftKings&sportsbook=FanDuel&market=Moneyline'
const { data } = await (await fetch(url, {
  headers: { 'X-Api-Key': process.env.OPTICODDS_KEY },
})).json()
for (const row of data[0].odds) console.log(row.sportsbook, row.name, row.price)

After: MoneyLine Sports API (npm install moneyline-sports-api)

import { MoneyLine } from 'moneyline-sports-api'

const ml = new MoneyLine({ apiKey: process.env.MONEYLINE_API_KEY })
const games = await ml.odds({ league: 'nba', market: 'moneyline' })
for (const g of games) {
  const prices = g.bookmakers.flatMap((b) => b.markets.flatMap((m) =>
    m.outcomes.map((o) => b.bookmakerName + ' ' + o.name + ' ' + o.price)))
  console.log(g.homeTeamName, prices)
}

What OpticOdds has that MoneyLine doesn't

  • Sportsbooks outside the US and sports beyond our 9 leagues.
  • Streaming odds feeds.
  • Deep links into sportsbook bet slips and max-stake limits.
  • Automatic bet grading.
  • Odds formats other than American.

Why MoneyLine wins for builders

OpticOdds returns odds as flat rows, one per book, market and selection. MoneyLine nests them by book and market, so one response holds every book's price for every outcome in a game, the same shape for game lines and props.

You also get the layer betting products need: league-wide props in one call, hit rates, fair odds, best available price, and +EV, value and arbitrage endpoints. Official TypeScript and Python SDKs are available as moneyline-sports-api on npm and PyPI.

FAQ

+Does OpticOdds offer +EV or arbitrage endpoints?

Not in its public developer docs. Fair odds appear only in its separate Copilot product. MoneyLine offers +EV, value and arbitrage endpoints.

+How many sportsbooks can I request at once?

OpticOdds caps each odds request at 5 sportsbooks. MoneyLine returns every book it carries in one request, and you can filter by bookmaker or source type.

+Does MoneyLine stream odds?

No. MoneyLine is REST only. If you need streaming for live trading, OpticOdds is built for that.

Get started

Stop comparing. Start shipping.

Every public MoneyLine endpoint is on the free tier — odds, player props, hit rates, +EV, arbitrage, and grounded AI chat. No sales call, no feature gates, no surprises.

Questions? cole@moneylineapp.com