Data & AnalyticsClaude Sonnet 4

Data Classifier Using Claude Sonnet 4

Optimized prompts and cost breakdowns for running data classifier with Claude Sonnet 4.

About Claude Sonnet 4

Provider: anthropic
Context Window: 200K tokens
Input Cost: $3.0 / 1M tokens
Output Cost: $15.0 / 1M tokens

Best For

CodingAnalysisBalanced cost/quality

Optimized Prompts for Claude Sonnet 4

These prompts are tailored to work best with Claude Sonnet 4's capabilities

classify

Classify this item into one of these categories: {{categories}}

Item: {{item_text}}

Return:
- Primary category
- Confidence (0-100%)
- Secondary category (if applicable)
- Reasoning

Cost Breakdown

Estimated costs for running this workflow with Claude Sonnet 4

input tokens: ~1578 tokens
output tokens: ~297 tokens
cost per request: $0.0380
monthly 1000 requests: $46.48

Rate Limiting Considerations

Check provider rate limits for Claude Sonnet 4 Consider batching requests during peak hours

Monitoring with Administrate

Track latency and token usage for Claude Sonnet 4 in Administrate dashboard