Prompt performance,
not guesswork
Every prompt tested across the same models. Scored by independent AI judges.
Evaluating across GPT-4, Claude 3.5, and Gemini 1.5
langchain-ai
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All scores are aggregated using multi-judge consensus (GPT-4o Mini + Claude 3 Haiku).
21 prompts found
Extraction
chat-langchain-general-prompt
Best Modelgpt-5-mini
Overall4.6
Winner4.8
0
View details →
Extraction
chat-langchain-response-prompt
Best Modelclaude-3-5-haiku
Overall4.4
Winner4.7
0
View details →
Extraction
retrieval-qa-chat
Best Modelgpt-5-mini
Overall3.9
Winner4.1
0
View details →
Extraction
chat-langchain-more-info-prompt
Best Modelclaude-3-5-haiku
Overall3.8
Winner4.2
0
View details →
Extraction
rag-answer-hallucination
Best Modelgpt-5-mini
Overall3.4
Winner3.9
0
View details →
Extraction
chat-langchain-research-plan-prompt
Best Modelgpt-5-mini
Overall3.3
Winner4.4
0
View details →
Extraction
sql-agent-system-prompt
Best Modelclaude-3-5-haiku
Overall3.2
Winner4.2
0
View details →
Extraction
rag-document-relevance
Best Modelgemini-2.5-flash-lite
Overall3.2
Winner3.6
0
View details →
Extraction
rag-answer-helpfulness
Best Modelgpt-5-mini
Overall3.1
Winner3.8
0
View details →
Extraction
rag-context-precision
Best Modelgpt-5-mini
Overall2.8
Winner3.1
0
View details →
Extraction
pairwise-evaluation-2
Best Modelclaude-3-5-haiku
Overall2.7
Winner3.1
0
View details →
Extraction
chat-langchain-rephrase
Best Modelgemini-2.5-flash-lite
Overall2.6
Winner2.9
0
View details →
Classification
chat-langchain-router-prompt
Best Modelgpt-5-mini
Overall2.6
Winner3.7
0
View details →
Extraction
chat-langchain-generate-queries-prompt
Best Modelgpt-5-mini
Overall2.2
Winner2.5
0
View details →
Extraction
rag-answer-vs-reference
Best Modelgemini-2.5-flash-lite
Overall2.2
Winner2.4
0
View details →
Extraction
react-agent-template
Best Modelclaude-3-5-haiku
Overall2.1
Winner2.6
0
View details →
Extraction
rag-fusion-query-generation
Best Modelgemini-2.5-flash-lite
Overall2.1
Winner2.5
0
View details →
Extraction
stepback-answer
Best Modelgpt-5-mini
Overall2.1
Winner3.0
0
View details →
Extraction
rewrite
Best Modelclaude-3-5-haiku
Overall2.0
Winner2.3
0
View details →
Extraction
openai-functions-template
Best Modelgpt-5-mini
Overall2.0
Winner2.1
0
View details →
Extraction
sql-query-system-prompt
Best Modelgemini-2.5-flash-lite
Overall1.6
Winner1.7
0
View details →
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