A lot gets written about AI product photography being 'dramatically cheaper.' That's true in aggregate but unhelpful in practice. The numbers matter. In this post we break down what traditional studio photography actually costs, put AI production costs next to it, and say plainly where the lines cross.

What traditional studio photography costs

For a mid-range product photography session in Istanbul: photographer day rate $170-450, studio rental $85-225 per day, styling and set dressing $30-110, post-production $3-9 per image. For a 50-product catalog shot in a single day including post, the total lands between $900 and $2,000. Fashion with models runs 2-3x that. Per-image cost: roughly $18-40. That's the baseline you're comparing against.

What AI production actually costs

AI cost has two components: tool subscriptions and operator time. Midjourney or Flux subscriptions run $20-60 per month. Operator time — reference prep, prompt writing, quality check, basic post — is 15-45 minutes per product. At an agency rate that puts cost per final image at $1.20-4.50. Important caveat: this excludes initial setup. If you're building a custom prompt library and fine-tuning for brand consistency, there's an upfront investment. That cost amortizes after about 500-1,000 images depending on complexity.

Where the lines cross

The math puts breakeven somewhere around 40-50 products for a one-time project. Below that, setup cost closes the gap. Above that, AI pulls ahead and the advantage compounds over time. For businesses with ongoing production needs — new products every month, seasonal updates, variant additions — the cumulative savings grow sharply. One client saw 40% savings in month one including setup, and 78% savings by month six.

Where AI ends up more expensive

Some situations push AI costs up or make them unpredictable. Luxury product revision cycles can stretch long — AI's 'perfect' surfaces conflict with the brand's handmade aesthetic and you end up doing more rounds. Complex studio setups (colored lights, specific reflective surfaces) take time to simulate accurately. Anything requiring human figures in a campaign context still produces unreliable results. In these cases, hybrid is more economical: real shoot for the key visual, AI for derivative and variant production.

How to decide

  • More than 50 products with regular updates: AI or hybrid is the clear answer
  • Luxury products where material texture is a sales argument: real shoot with AI assisting
  • One-time small project (10-20 products): traditional may be simpler and comparable in cost
  • Fashion with models: AI for background and context, real photography for the human element

If you want a concrete cost estimate for your catalog, we can run the numbers with you in 30 minutes. Tell us how many products, which categories, and how often you need updates — we'll give you a realistic breakdown.