GILD analysis
DeepSeek API Review
Practitioners praise the DeepSeek API above all for price per task, from cheap cache hits to half-price off-peak hours, and report empty answers, leaked tool-call markup, and retired model names. The API bills per million tokens from a prepaid balance and stores data in the People's Republic of China. Adopt it where legal accepts those terms, with model names pinned and agent loops tested.
- AI Model APIs
- AI Costs
The decision
- Best fit
- Developers and product teams choosing models on price per task, with workloads that reuse long prompt prefixes and can run in off-peak hours, and data that may be stored in China.
- Consider another workflow
- If data must stay out of China or needs zero retention, run the open weights through OpenRouter's other hosts or evaluate the Claude API. US federal civilian agencies are barred from DeepSeek products under DHS order 2026-01.
- Adoption condition
- Legal sign-off on the privacy policy and PRC-law terms, a training opt-out if needed, model names pinned against DeepSeek's notices, and agent loops tested for empty answers and leaked tool-call markup.