Customer SuccessClaude Sonnet 4.5

Churn Predictor Using Claude Sonnet 4.5

Optimized prompts and cost breakdowns for running churn predictor 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

analyze

Analyze this customer's churn risk:
{{customer_data}}

Usage trends: {{usage_trends}}
Support tickets: {{support_history}}

Provide:
1. Churn risk score (1-100)
2. Key risk factors
3. Recommended interventions
4. Urgency level

Cost Breakdown

Estimated costs for running this workflow with Claude Sonnet 4.5

input tokens: ~1675 tokens
output tokens: ~614 tokens
cost per request: $0.0356
monthly 1000 requests: $34.43

Rate Limiting Considerations

Consider batching requests during peak hours Check provider rate limits for Claude Sonnet 4.5

Monitoring with Administrate

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