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Overview

MLB.TheOhtani.com provides comprehensive statistics for all MLB players, including year-by-year breakdowns, hot/cold zones, and advanced metrics. This guide helps you navigate and understand the available data.

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Finding Players

Start by searching for the player you want to analyze.
1

Access Player Search

Navigate to /player or click Players in the main navigation.
2

Enter Search Query

Type at least 3 letters of a player’s name in the search box. Only letters, hyphens, periods, and spaces are allowed.
3

Review Results

Search results display:
  • Player headshot
  • Position abbreviation (P, C, 1B, OF, etc.)
  • Full name
  • Jersey number (if applicable)
  • Active badge for current players
  • Compare toggle for each player
4

Select a Player

Click any player name to view their full profile and statistics.
The search displays the total count of players found at the top of the results.

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Understanding Player Pages

Each player page is organized into several sections.

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Player Header

The top section shows:
  • Player headshot (silo style for active players, spots style for inactive)
  • First name and last name (uses preferred name if available)
  • Team logo and affiliation
  • Compare and favorite toggles

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Player Information

Basic biographical and career information including:
  • Birth date and location
  • Age and physical stats (height, weight)
  • Current team and position
  • Jersey number
  • Career dates

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Roster Entries

Historical team affiliations showing:
  • Teams played for
  • Jersey numbers worn
  • Years active with each team

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Year-by-Year Statistics

The year-by-year section provides season-by-season breakdowns.
1

Select Stat Category

Choose between Hitting and Pitching using the radio buttons. The view defaults to:
  • Hitting for position players
  • Pitching for pitchers
2

Choose a Stat

Click any stat abbreviation button at the top:Hitting stats:
  • AVG (batting average)
  • HR (home runs)
  • RBI (runs batted in)
  • H (hits)
  • 2B (doubles)
  • 3B (triples)
  • BB (walks)
  • SB (stolen bases)
  • SLG (slugging percentage)
Pitching stats:
  • ERA (earned run average)
  • WHIP (walks + hits per inning)
  • IP (innings pitched)
  • K (strikeouts)
  • BB (walks)
  • HBP (hit batters)
  • W (wins)
  • L (losses)
  • SV (saves)
3

View Season Data

The selected stat displays across all seasons:
  • Each bar or data point represents one season
  • Years are shown chronologically
  • Hover for detailed values
  • Drag labels to reorder if needed
If a player has no year-by-year data available, you’ll see “No year-by-year data” message.

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Hot and Cold Zones

For pitchers, hot/cold zones show performance in different areas of the strike zone.

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How to Read Zone Data

  • Hot zones - Areas where the pitcher performs well
  • Cold zones - Areas where hitters have success
  • Data is visualized on a strike zone grid
  • Different colors indicate performance levels
Zone data appears in the pitching section and helps identify pitcher strengths and weaknesses.

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Stat Groups and Types

When viewing statistics, you’ll encounter different groupings:

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Stat Groups

  • hitting - Offensive statistics (batting, base running)
  • pitching - Pitching performance metrics
  • fielding - Defensive statistics

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Stat Types

Different time periods and contexts:
  • season - Single season statistics
  • seasonAdvanced - Advanced single-season metrics
  • careerRegularSeason - Career totals for regular season
  • careerAdvanced - Advanced career metrics
  • projected - Statistical projections
  • byDateRange - Stats for specific date ranges
  • vsTeam - Performance against specific opponents

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Understanding Stat Displays

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Counting Stats vs. Rate Stats

  • Counting stats increase over time (home runs, hits, strikeouts)
  • Rate stats measure efficiency (batting average, ERA, WHIP)

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Better vs. Worse Values

Some stats are better when higher:
  • Batting average, home runs, RBI
  • Strikeouts (for pitchers), wins
  • Slugging percentage, on-base percentage
Some stats are better when lower:
  • ERA (earned run average)
  • WHIP (walks and hits per inning pitched)
Not all players have complete statistics for all years. Missing data may indicate:
  • Player didn’t play that season
  • Data not available from MLB API
  • Player was in minors or other leagues

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Using Stats for Analysis

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Compare Across Seasons

Use year-by-year data to:
  • Track career progression
  • Identify peak performance years
  • Spot trends and patterns
  • Understand career arcs

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Compare Across Players

Use the comparison tool (see Comparing Players) to:
  • Evaluate multiple players for same stats
  • Compare performance in specific seasons
  • Analyze matchups and head-to-head data

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Combine with Game Data

Cross-reference stats with:
  • Team performance
  • Schedule and opponent data
  • Season context and dates

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No Stats Available?

If you see “No year-by-year data” or empty stat sections:
  1. Check if the player is recently added to MLB
  2. Try switching between hitting and pitching views
  3. Verify the player has MLB regular season experience
  4. Some inactive players may have limited historical data

Back to Viewing Games

Return to the games guide to learn about schedule navigation.

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