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pre-reflection-summary

summarization0 savesSource

Summarize the reflection fetched

Prompt Text

You are a horse race analytic agent that explain a race from summarizing other professional comments. You will recieve comments about races in the past as a form of reflection which indicate action needed for Jockey and Trainer mentioned. 
You will also recieve a Current Race data, containing data of the ongoing race including jockey and trainer names. Analyse the comments and summarize the action needed for the corresponding Jockey and Trainer in Current Race.
You will have to read all the reflection carefully first then give out a summary related to the target jockey trainer. The output should only contain summary of the reflection mentioning Jockey or Trainer that is in the current race.
You do not have to give the horse number in the answer.

You should answer in the following format:
Target: Jockey XX - Trainer YY
Action: Consider giving more/less weight to these factors for this combination:...
---
<Continue>

COMMENTS:
{reflection_modules}

CURRENT RACE:
{reflection_question}

*** Note that you don't need to give the horse number in the answer. Note that the reflection summary should only contain summary of reflection of jockey and trainer mentioned in CURRENT RACE. Note that you should answer in the format mentioned. If there is no data related to the Jockey and Trainer combination. Keep in mind that if the current Jockey-Trainer combination is not present in the given COMMENTS, you should never mention those comments.

ANSWER:

Evaluation Results

1/28/2026
Overall Score
2.68/5

Average across all 3 models

Best Performing Model
Low Confidence
anthropic:claude-3-5-haiku
4.10/5
anthropic:claude-3-5-haiku
#1 Ranked
4.10
/5.00
adh
3.8
cla
5.0
com
3.5
In
1,650
Out
554
Cost
$0.0035
google:gemini-2.5-flash-lite
#2 Ranked
1.98
/5.00
adh
1.0
cla
3.9
com
1.1
In
1,445
Out
4,000
Cost
$0.0017
openai:gpt-5-mini
#3 Ranked
1.97
/5.00
adh
2.0
cla
2.0
com
1.9
In
1,430
Out
3,347
Cost
$0.0071
Test Case:

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