ideogram-performance-tuning

# Ideogram Performance Tuning ## Overview Optimize Ideogram image generation for speed, cost, and throughput. Key levers: model and rendering speed selection, prompt-based caching, parallel generation with concurrency limits, and CDN delivery of generated assets. ## Performance Baselines | Model / Speed | Typical Latency | Relative Cost | Quality | |---------------|-----------------|---------------|---------| | V_2_TURBO | 3-6s | ~$0.05/image | Good | | V_2 | 8-15s | ~$0.08/image | High | | V3 FLASH | 2-4s | Lowest | Draft | | V3 TURBO | 4-8s | Low | Good | | V3 DEFAULT | 8-15s | Standard | High | | V3 QUALITY | 15-25s | Premium | Highest | ## Instructions ### Step 1: Speed Tiers by Use Case ```typescript const SPEED_CONFIGS = { // Preview / draft mode -- fastest, cheapest preview: { endpoint: "https://api.ideogram.ai/generate", model: "V_2_TURBO", note: "3-6s, good enough for iteration", }, // Standard production -- balanced standard: { endpoint: "https://api.ideogram.ai/generate", model: "V_2", note: "8-15s, high quality for final assets", }, // V3 with speed control v3_fast: { endpoint: "https://api.ideogram.ai/v1/ideogram-v3/generate", rendering_speed: "TURBO", note: "4-8s, V3 quality at faster speed", }, v3_quality: { endpoint: "https://api.ideogram.ai/v1/ideogram-v3/generate", rendering_speed: "QUALITY", note: "15-25s, maximum quality", }, } as const; function getConfig(tier: keyof typeof SPEED_...