Customer SuccessGemini 2.5 Flash

Churn Predictor Using Gemini 2.5 Flash

Optimized prompts and cost breakdowns for running churn predictor with Gemini 2.5 Flash.

About Gemini 2.5 Flash

Provider: google
Context Window: 1000K tokens
Input Cost: $0.1 / 1M tokens
Output Cost: $0.4 / 1M tokens

Best For

SpeedCost efficiencyHigh volumeMultimodal

Optimized Prompts for Gemini 2.5 Flash

These prompts are tailored to work best with Gemini 2.5 Flash'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 Gemini 2.5 Flash

input tokens: ~549 tokens
output tokens: ~722 tokens
cost per request: $0.0189
monthly 1000 requests: $47.21

Rate Limiting Considerations

Consider batching requests during peak hours Monitor 429 errors in Administrate

Monitoring with Administrate

Track latency and token usage for Gemini 2.5 Flash in Administrate dashboard