Promptsy

Token Cost Optimization

P

Priya Ramanathan

@priya-ramanathan

·

Analyze token usage patterns to reduce API costs.

51 copies0 forks
Share this prompt:
Analyze {{model}} token consumption for {{use_case}} across {{sample_queries}}. Identify verbose responses, unnecessary context, and optimization opportunities. Calculate potential cost savings with specific recommendations.

Details

Category

Analysis

Use Cases

Cost reduction analysisToken optimizationBudget planning

Works Best With

claude-opus-4.5gpt-5.2gemini-2.0-flash
Created Updated Shared

Related Prompts

Chain-of-Thought: Token Usage Optimization

by @samira-el-masri

Systematic token usage optimization through pipeline analysis

373
analysis

Meta-Prompt Cost Optimization Analyzer

by @ethan-park

Analyzes and optimizes prompt token costs while maintaining quality through compression and model selection.

1548
analysis

LLM Token Usage Analyzer

by @samira-el-masri

Analyze LLM token usage patterns to identify waste and optimization opportunities with savings estimates and implementation priorities.

728
coding

Token Usage Optimization Advisor

by @samira-el-masri

Optimize LLM prompts for token efficiency across multiple risk levels with specific reduction strategies and trade-off documentation.

567
analysis

Model Inference Cost Calculator

by @samira-el-masri

Build a comprehensive model inference cost calculator comparing multiple models with optimization scenarios and monthly projections.

3568
coding

Model Serving Cost Optimizer

by @samira-el-masri

Optimize model serving costs through infrastructure, model, traffic, and architecture optimizations while maintaining SLA compliance.

431
analysis

More from @priya-ramanathan

View all →

Mitigation Strategy Branching

49
analysis

Instruction Complexity Scoring

49
analysis

Deployment Scenario Analysis

49
analysis

Capability Probe Designer

49
analysis

Create your own prompt vault and start sharing