Customer SuccessClaude Opus 4.5

Churn Predictor Using Claude Opus 4.5

Optimized prompts and cost breakdowns for running churn predictor with Claude Opus 4.5.

About Claude Opus 4.5

Provider: anthropic
Context Window: 200K tokens
Input Cost: $5.0 / 1M tokens
Output Cost: $25.0 / 1M tokens

Best For

Flagship qualityComplex reasoningExtended thinkingResearch

Optimized Prompts for Claude Opus 4.5

These prompts are tailored to work best with Claude Opus 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 Opus 4.5

input tokens: ~946 tokens
output tokens: ~829 tokens
cost per request: $0.0148
monthly 1000 requests: $17.82

Rate Limiting Considerations

Monitor 429 errors in Administrate Consider batching requests during peak hours

Monitoring with Administrate

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