Section 1 of 6
Business Information
Tell us about your business and user base
Business Profile
Organization type and user scale
Section 2 of 6
AI Model Settings
Configure your AI model and usage parameters
Model Configuration
Select your AI provider, model, and token usage
Multi-Turn Conversations Enabled? Enables conversation history. Each turn sends all previous messages, multiplying input token usage by ~1.5×.Chat history sent with each request
Section 3 of 6
Advanced AI Features
Enable additional AI capabilities and their cost impact
AI Feature Stack
Each feature adds to your monthly AI spend
AI Image Generation Enabled? DALL-E 3, Midjourney, or Stable Diffusion. Adds ~$60/month at 1,500 images/month.+~$60/month (DALL-E 3 estimates)
AI Voice Generation Enabled? Text-to-speech via OpenAI TTS, ElevenLabs, etc. Adds ~$15/month for typical usage.+~$15/month (TTS API estimates)
AI Video Generation Enabled? Video synthesis via Sora, Runway, or Pika. High cost — adds ~$200+/month.+~$200/month (video API estimates)
Embedding / Search Features Enabled? Semantic search using embedding models (OpenAI ada, Cohere, etc.). Adds ~$20/month.+~$20/month (embedding API)
AI Agents / Automation Enabled? Autonomous agents that loop and call tools repeatedly. Significantly multiplies API calls. Adds ~$100+/month.+~$100/month + 20% request volume
Fine-Tuned Models Used? Custom fine-tuned models on your data. Training costs + higher inference costs. Adds ~$150/month.+~$150/month (training + inference)
Real-Time AI Streaming Enabled? Streaming responses token by token. Same token costs but requires persistent connections.Token costs unchanged; infra overhead
API Function Calling Enabled? Structured function/tool call schemas are injected into the prompt, adding ~10% to input tokens.+10% input token overhead
Retrieval-Augmented Generation (RAG) Enabled? Retrieved document chunks are added to each prompt, increasing input tokens by ~20%. Adds ~$30/month for vector DB operations.+20% input tokens + $30/month
Section 4 of 6
Infrastructure & Operations
Enter your monthly AI infrastructure costs (in your selected currency)
Monthly Infrastructure Costs
Enter costs in your selected currency (Section 5)
Section 5 of 6
Financial Settings
Budget, revenue, and projection parameters
Financial Configuration
Revenue targets and budget planning
Section 6 of 6
Performance & Optimization
Cost reduction strategies and quality metrics
Optimization Configuration
Strategies currently in use to reduce AI costs
Prompt Optimization Enabled? Actively refining prompts to use fewer tokens while maintaining quality. Reduces input tokens by 20–30%.Saves 20–30% on input token costs
Token Compression Strategies Used? LLMLingua, gzip compression of prompts, or semantic deduplication to reduce tokens.Reduces token count 15–25%
Response Caching Enabled? Semantic caching of AI responses for similar queries. GPTCache, Redis. Can eliminate 20–40% of API calls.Eliminates 20–40% of API calls
AI Rate Limiting Enabled? Per-user API rate limits to prevent cost spikes from abusive usage or runaway agents.Prevents unexpected cost spikes
User Usage Limits Enabled? Daily/monthly caps on AI usage per user. Essential for free-tier or freemium products.Caps per-user AI spending
AI Usage Monitoring Enabled? Real-time dashboards tracking token usage, costs, and anomalies. Enables rapid cost optimization.Real-time cost visibility
Fallback Models Enabled? Routing simple queries to cheaper models (GPT-4o Mini, Gemini Flash) and complex ones to premium models. Reduces avg cost 30–50%.Smart model routing by complexity
SoftwareAdviser.com.ng – AI Prompt Cost Report
AI Cost Analysis Results
Cost Health Status
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Budget Risk Level
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AI ROI
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Token Cost Breakdown
Per-prompt and monthly token usage analysis
| Component | Per Prompt | Monthly Total | % of API Cost |
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Performance Scores
AI Cost Summary
AI Cost Insights
Visual Analytics
AI Cost Breakdown
Monthly cost by category
Monthly AI Spending Projection
12-month forecast with growth rate
Input vs Output Token Cost
Token cost comparison by model
Infrastructure Cost Comparison
Monthly infra spend breakdown
Multi-Year AI Scaling Forecast
Cumulative spend projection
AI ROI Trend
Revenue vs cost over time
Smart Optimization Recommendations
AI-powered cost reduction strategies for your setup