aigeon-ai/tank01-mlb-live-in-game-real-time-statistics

AI Evaluation Report

Total Score: 7/10

The agent demonstrates a strong ability to retrieve and present MLB-related information, such as news headlines, betting odds, and player prop bets. It effectively provides detailed and relevant data, particularly in the areas of betting odds and player prop bets. However, the agent shows limitations in accessing certain data, such as batting splits for the 2025 season and DFS projected points, which affects the completeness of its responses. Additionally, the use of Player IDs instead of names in player prop bets may hinder user understanding. Overall, the agent performs well in most tasks but has room for improvement in data completeness and clarity.

• Test case 1

  Score: 6/10

  Retrieve the top MLB news headlines for August 1, 2025, including summaries of key games, notable player performances, and significant trades or roster changes.

  Top MLB News Headlines for August 1, 2025

  1. Brown is no longer the Cubs' probable starter Saturday against the Orioles
  2. Brooks was designated for assignment by the Padres on Thursday
  3. Hiraldo was recalled by the Orioles on Thursday
  4. The Red Sox are still collecting information about the nature of Mayer's wrist injury
  5. Melton will shift to a relief role following the trade deadline
  6. Adams is expected to have his contract selected by the Orioles on Friday
  7. Hamilton was optioned to Triple-A Scranton/Wilkes-Barre on Thursday
  8. Enns was traded from the Tigers to the Rays in exchange for cash considerations Thursday
  9. Brewers' Chourio likely headed to injured list
  10. Reds acquire IF/OF Andujar in trade with A's These headlines capture significant player movements, injuries, and team updates occurring in MLB as of August 1, 2025.
• Test case 2

  Score: 2/10

  Retrieve the batting splits for the New York Yankees for the 2025 season, including performance metrics for home and away games, as well as against left-handed and right-handed pitchers.

  No valid answer is generated due to invalid input. The tool returned an error message stating 'No splits returned for this combination,' indicating that there are no batting or pitching splits available for the New York Yankees for the 2025 season. This suggests that the data for the specified season and criteria is not available, which is an issue with the operation targets being in an invalid state.

• Test case 3

  Score: 9/10

  Retrieve the current MLB betting odds for August 1, 2025, including moneyline, run line, and over/under totals for each game.

  MLB Betting Odds for August 1, 2025

  1. Arizona Diamondbacks (ARI) @ Oakland Athletics (OAK)
     • Moneyline Odds:
       • ARI: N/A
       • OAK: N/A
     • Run Line:
       • ARI: N/A
       • OAK: N/A
     • Over/Under: N/A
  2. Atlanta Braves (ATL) @ Cincinnati Reds (CIN)
     • Moneyline Odds:
       • ATL: +130
       • CIN: -159
     • Run Line:
       • ATL: +1.5 (-159)
       • CIN: -1.5 (+130)
     • Over/Under: 9.5 (Over: +102, Under: -122)
  3. Baltimore Orioles (BAL) @ Chicago Cubs (CHC)
     • Moneyline Odds:
       • BAL: +130
       • CHC: -152
     • Run Line:
       • BAL: +1.5 (-180)
       • CHC: -1.5 (+145)
     • Over/Under: 7.5 (Over: -103, Under: -118)
  4. Chicago White Sox (CHW) @ Los Angeles Angels (LAA)
     • Moneyline Odds:
       • CHW: N/A
       • LAA: N/A
     • Run Line:
       • CHW: N/A
       • LAA: N/A
     • Over/Under: 9.5 (Over: even, Under: -120)
  5. Detroit Tigers (DET) @ Philadelphia Phillies (PHI)
     • Moneyline Odds:
       • DET: +130
       • PHI: -155
     • Run Line:
       • DET: +1.5 (-175)
       • PHI: -1.5 (+143)
     • Over/Under: 8 (Over: -105, Under: -115)
  6. Houston Astros (HOU) @ Boston Red Sox (BOS)
     • Moneyline Odds:
       • HOU: N/A
       • BOS: N/A
     • Run Line:
       • HOU: N/A
       • BOS: N/A
     • Over/Under: 8 (Over: -110, Under: -110)
  7. Kansas City Royals (KC) @ Toronto Blue Jays (TOR)
     • Moneyline Odds:
       • KC: +130
       • TOR: -155
     • Run Line:
       • KC: +1.5 (-160)
       • TOR: -1.5 (+135)
     • Over/Under: 8 (Over: -110, Under: -110)
  8. Los Angeles Dodgers (LAD) @ Tampa Bay Rays (TB)
     • Moneyline Odds:
       • LAD: -152
       • TB: +130
     • Run Line:
       • LAD: -1.5 (+108)
       • TB: +1.5 (-130)
     • Over/Under: 9 (Over: -115, Under: -105)
  9. Milwaukee Brewers (MIL) @ Washington Nationals (WAS)
     • Moneyline Odds:
       • MIL: -152
       • WAS: +130
     • Run Line:
       • MIL: -1.5 (-130)
       • WAS: +1.5 (-125)
     • Over/Under: 9 (Over: -105, Under: -110)
  10. Minnesota Twins (MIN) @ Cleveland Guardians (CLE)
      • Moneyline Odds:
        • MIN: even
        • CLE: -117
      • Run Line:
        • MIN: -1.5 (+165)
        • CLE: +1.5 (-210)
      • Over/Under: 7.5 (Over: -110, Under: -110)
  11. New York Yankees (NYY) @ Miami Marlins (MIA)
      • Moneyline Odds:
        • NYY: -175
        • MIA: +148
      • Run Line:
        • NYY: -1.5 (-106)
        • MIA: +1.5 (-115)
      • Over/Under: 8 (Over: -120, Under: -100)
  12. Pittsburgh Pirates (PIT) @ Colorado Rockies (COL)
      • Moneyline Odds:
        • PIT: -148
        • COL: +125
      • Run Line:
        • PIT: -1.5 (-104)
        • COL: +1.5 (-118)
      • Over/Under: 11.5 (Over: -115, Under: -105)
  13. San Francisco Giants (SF) @ New York Mets (NYM)
      • Moneyline Odds:
        • SF: +125
        • NYM: -148
      • Run Line:
        • SF: +1.5 (-195)
        • NYM: -1.5 (+155)
      • Over/Under: 7.5 (Over: +102, Under: -122)
  14. St. Louis Cardinals (STL) @ San Diego Padres (SD)
      • Moneyline Odds:
        • STL: +148
        • SD: -175
      • Run Line:
        • STL: +1.5 (-167)
        • SD: -1.5 (+135)
      • Over/Under: 7.5 (Over: -110, Under: -110)
  15. Texas Rangers (TEX) @ Seattle Mariners (SEA)
      • Moneyline Odds:
        • TEX: +150
        • SEA: -180
      • Run Line:
        • TEX: +1.5 (-157)
        • SEA: -1.5 (+128)
      • Over/Under: 7.5 (Over: -110, Under: -110) These odds are subject to change as the games approach.
• Test case 4

  Score: 8/10

  Retrieve the current MLB player prop bets for August 1, 2025, including over/under totals for individual player performances such as hits, home runs, and strikeouts.

  Current MLB Player Prop Bets for August 1, 2025

  Game: ARI @ OAK

  • Total Over/Under: 9.5
    • Over Odds: -110
    • Under Odds: -110
  • Player Props:
    • No player props available for this game.

  Game: ATL @ CIN

  • Total Over/Under: 9.5
    • Over Odds: even
    • Under Odds: -120
  • Player Props:
    • Player ID: 669397
      • Hits:
        • One: -130
        • Two: +490
      • Bases:
        • Over: -110
        • Under: -120
        • Total: 0.5
      • Home Runs:
        • One: +1200
      • Runs:
        • Over: +200
        • Under: -280
        • Total: 0.5
    • Player ID: 642201
      • Hits:
        • One: -145
        • Two: +410
      • Bases:
        • Over: -160
        • Under: +110
        • Total: 0.5
      • Home Runs:
        • One: +630
      • Runs:
        • Over: +175
        • Under: -240
        • Total: 0.5
    • Player ID: 624431
      • Hits:
        • One: -165
        • Two: +360
      • Bases:
        • Over: +145
        • Under: -210
        • Total: 1.5
      • Home Runs:
        • One: +630
      • Runs:
        • Over: +150
        • Under: -200
        • Total: 0.5

  Game: BAL @ CHC

  • Total Over/Under: 7.5
    • Over Odds: even
    • Under Odds: -121
  • Player Props:
    • Player ID: 691723
      • Hits:
        • One: -125
        • Two: +500
      • Bases:
        • Over: +250
        • Under: -125
        • Total: 1.5
      • Home Runs:
        • One: +1060
      • Runs:
        • Over: +245
        • Under: -300
        • Total: 0.5
    • Player ID: 457759
      • Hits:
        • One: -125
        • Two: +500
      • Bases:
        • Under: -125
        • Over: -115
        • Total: 0.5
      • Home Runs:
        • One: +900
      • Runs:
        • Under: -300
        • Over: +210
        • Total: 0.5

  Game: CHW @ LAA

  • Total Over/Under: 9.5
    • Over Odds: even
    • Under Odds: -124
  • Player Props:
    • Player ID: 572191
      • Hits:
        • One: -120
      • Bases:
        • Over: -130
        • Under: -110
        • Total: 0.5
      • Home Runs:
        • One: +560
      • Runs:
        • Over: +140
        • Under: -195
        • Total: 0.5
    • Player ID: 672569
      • Hits:
        • One: -145
      • Bases:
        • Under: +105
        • Over: -150
        • Total: 0.5
      • Home Runs:
        • One: +900
      • Runs:
        • Under: -210
        • Over: +150
        • Total: 0.5

  Game: HOU @ BOS

  • Total Over/Under: 8
    • Over Odds: -108
    • Under Odds: -113
  • Player Props:
    • Player ID: 666211
      • Hits:
        • One: +100
        • Two: +700
      • Bases:
        • Under: -145
        • Over: +100
        • Total: 0.5
      • Home Runs:
        • One: +750
      • Runs:
        • Under: -275
        • Over: +185
        • Total: 0.5

  Additional Games & Player Props

  Due to the response length, this is a summary of the key matchups. If you need more details for each game, please let me know!

• Test case 5

  Score: 6/10

  Retrieve the current MLB Daily Fantasy Sports (DFS) salaries for August 1, 2025, including player positions, projected points, and values for major DFS platforms.

  The current MLB Daily Fantasy Sports (DFS) salaries for August 1, 2025, on FanDuel are as follows:

  Player Name	Team	Position	Salary
  Tarik Skubal	DET	P	11000
  Garrett Crochet	BOS	P	11000
  Cristopher Sánchez	PHI	P	10900
  Paul Skenes	PIT	P	10900
  Chris Sale	ATL	P	10800
  Framber Valdez	HOU	P	10800
  Zack Wheeler	PHI	P	10700
  Jacob deGrom	TEX	P	10600
  Nathan Eovaldi	TEX	P	10500
  Joe Ryan	MIN	P	10500
  (Note: The projected points are marked as TBD (To Be Determined) as the data may not include specific projections.)