Data & AnalyticsClaude Sonnet 4.5

Data Classifier Using Claude Sonnet 4.5

Optimized prompts and cost breakdowns for running data classifier with Claude Sonnet 4.5.

About Claude Sonnet 4.5

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

Best For

Balanced performanceCode generationAnalysisLong context

Optimized Prompts for Claude Sonnet 4.5

These prompts are tailored to work best with Claude Sonnet 4.5'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 4.5

input tokens: ~1665 tokens
output tokens: ~536 tokens
cost per request: $0.0376
monthly 1000 requests: $45.20

Rate Limiting Considerations

Check provider rate limits for Claude Sonnet 4.5 Monitor 429 errors in Administrate

Monitoring with Administrate

Track latency and token usage for Claude Sonnet 4.5 in Administrate dashboard