Customer SuccessClaude Sonnet 4

Churn Predictor Using Claude Sonnet 4

Optimized prompts and cost breakdowns for running churn predictor 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

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

input tokens: ~694 tokens
output tokens: ~540 tokens
cost per request: $0.0280
monthly 1000 requests: $40.67

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