Customer SuccessClaude Opus 4

Churn Predictor Using Claude Opus 4

Optimized prompts and cost breakdowns for running churn predictor with Claude Opus 4.

About Claude Opus 4

Provider: anthropic
Context Window: 200K tokens
Input Cost: $15.0 / 1M tokens
Output Cost: $75.0 / 1M tokens

Best For

Legacy supportMaximum quality (pre-4.5)

Optimized Prompts for Claude Opus 4

These prompts are tailored to work best with Claude Opus 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 Opus 4

input tokens: ~740 tokens
output tokens: ~547 tokens
cost per request: $0.0393
monthly 1000 requests: $46.93

Rate Limiting Considerations

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

Monitoring with Administrate

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