Reasoning model and APIVerdict: Try

DeepSeek

China-based AI model provider and assistant focused on low-cost reasoning, coding, long-context API workflows, open-weight models, and OpenAI/Anthropic-compatible developer integration.

Decision snapshot

Worth trying for developers and technical teams that want low-cost reasoning, coding, long-context API experiments, or open-weight model options. Do not use it as the default for sensitive company data, global enterprise rollout, or regulated workflows until China data handling, model-training opt-out, retention, compliance, and procurement requirements are reviewed.
Last updated
2026-06-29
Source checked
2026-06-29
Pricing checked
2026-06-29
Security checked
2026-06-29

Decision summary

Decision summary

Try: Worth trying for developers and technical teams that want low-cost reasoning, coding, long-context API experiments, or open-weight model options. Do not use it as the default for sensitive company data, global enterprise rollout, or regulated workflows until China data handling, model-training opt-out, retention, compliance, and procurement requirements are reviewed.

Best for
ReasoningCodingLow-cost APIOpen-weight models
Not good for
Teams that need a globally managed AI workspace with mature admin, SSO, retention, and procurement controls
Main privacy/security risk
DeepSeek's privacy policy says the services are provided and controlled by Hangzhou DeepSeek Artificial Intelligence Co., Ltd.; it collects account data, user inputs, uploaded files/photos, device/network data, logs, approximate location, and payment data, and directly collects, processes, and stores personal data in the People's Republic of China.
Pricing snapshot
API prices are listed per 1M tokens; current docs list very low rates for deepseek-v4-flash and higher rates for deepseek-v4-pro, with product prices subject to change

Pricing

DeepSeek is especially interesting for API cost/performance testing, reasoning, coding, and self-host/open-weight evaluation. Buyer checks should focus on the current model names, token pricing, context length, rate limits, top-up availability, data residency, model-training opt-out, and whether a managed workspace is required.

Free plan
Chat access is available through the DeepSeek web/app experience; API usage is usage-based and billed per token from a topped-up balance or granted balance
Starting price
API prices are listed per 1M tokens; current docs list very low rates for deepseek-v4-flash and higher rates for deepseek-v4-pro, with product prices subject to change

Pricing checked 2026-06-29

Decision fit

Best for

  • Reasoning
  • Coding
  • Low-cost API
  • Open-weight models

Not good for

  • Teams that need a globally managed AI workspace with mature admin, SSO, retention, and procurement controls
  • Sensitive work where data processing and storage in the People's Republic of China is not approved
  • Non-technical users who mainly need polished workflow features, memory, projects, connectors, file collaboration, and team workspace controls

Workflow fit

  • API-backed reasoning
  • Coding and math help
  • Open-weight model evaluation
  • Long-context technical analysis

Alternatives

Related guidance

Stack update memo

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