tokevenCost Calculator
How much does product descriptions cost?
Compare 14 AI models for product descriptions. Prices shown at 10K calls/month with default token counts.
Creative writing tasks generate long-form content from a brief input prompt. Output tokens far exceed input, making output pricing the primary cost driver here. Longer articles and stories increase per-call cost because of higher output volume.
What drives product descriptions cost
Catalogue-scale generation: modest output per item, multiplied across thousands of SKUs. Per-call price is small and total spend is set by catalogue size, which makes this a batch API workload almost by definition: descriptions are rarely needed within seconds. Shared brand and formatting context belongs in the cached prefix.
Recommendations
Top picks for product descriptions
Best quality
Claude Opus 4.8
93/100 confidence
Best value
Claude Sonnet 5
87/100 confidence · $140/mo
Budget pick
Claude Haiku 4.5
60/100 confidence · $70/mo
Monthly estimates assume 500 input / 1,500 output tokens per call. Use the detailed page for custom calculations.
Confidence scores are a third-party benchmark snapshot from week 29 of 2026. This snapshot is 8 weeks old, so treat the scores as directional and validate against your own evals.
Frequently asked questions
How much does product descriptions cost per API call?
Catalogue-scale generation: modest output per item, multiplied across thousands of SKUs. Per-call price is small and total spend is set by catalogue size, which makes this a batch API workload almost by definition: descriptions are rarely needed within seconds. Shared brand and formatting context belongs in the cached prefix. Across the 14 models we track, a typical call uses about 500 input and 1,500 output tokens.
What is the cheapest model for product descriptions?
GPT 5.6 Luna from GPT is the lowest-cost model we track for product descriptions, at roughly $16.00 for 10,000 calls per month. It scores 58 out of 100 on this task type.
Which model is best for product descriptions?
Claude Opus 4.8 from Claude ranks highest for product descriptions, scoring 93 out of 100. Confidence scores are a third-party benchmark snapshot from week 29 of 2026. This snapshot is 8 weeks old, so treat the scores as directional and validate against your own evals.
See your real product descriptions costs
These are estimates based on published rates. Track your real spend with the free dashboard.