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Email Priority Classifier

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The Email Priority Classifier categorizes incoming emails based on urgency and importance, helping users prioritize their responses effectively. It also assesses whether the email requires action and suggests an appropriate timeframe for response, streamlining email management.

Prompt Text

Classify the following email by priority level:

- URGENT: Requires immediate attention (security, outages, deadlines)
- HIGH: Important but not time-critical
- NORMAL: Standard business communication
- LOW: Informational, newsletters, non-essential

Also identify:
- Is this actionable? (requires response or action)
- Suggested response timeframe

Email:
From: {{from}}
Subject: {{subject}}
Body: {{body}}

Response:
{
  "priority": "URGENT|HIGH|NORMAL|LOW",
  "actionable": true|false,
  "response_timeframe": "immediate|same_day|within_week|no_response_needed",
  "reasoning": "Brief explanation"
}

Evaluation Results

1/28/2026
Overall Score
2.46/5

Average across all 3 models

Best Performing Model
Low Confidence
openai:gpt-5-mini
3.60/5
openai:gpt-5-mini
#1 Ranked
3.60
/5.00
adh
2.9
cla
4.6
com
3.3
In
894
Out
3,397
Cost
$0.0070
anthropic:claude-3-5-haiku
#2 Ranked
1.93
/5.00
adh
0.9
cla
4.3
com
0.6
In
1,062
Out
724
Cost
$0.0037
google:gemini-2.5-flash-lite
#3 Ranked
1.86
/5.00
adh
0.8
cla
4.2
com
0.6
In
990
Out
239
Cost
$0.0002
Test Case:

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