DeepSeek capabilities
13 mapped capabilities, each graded and dated. The map shows what DeepSeek can do; the audit shows whether it’s worth consolidating — and a guide shows how to move.
Capabilities
API Thinking Mode (extended reasoning)
provisionalverified ~2 months agoExtended chain-of-thought reasoning exposed through the DeepSeek API. When thinking mode is enabled, the model produces an explicit reasoning trace before its final answer to improve accuracy on math, logic, coding, and multi-step problems. The reasoning trace is returned to the developer in a dedicated reasoning_content field, separate from the final answer in content, so applications can display or discard the chain-of-thought as needed.
API context caching (disk-based prefix cache)
canonicalverified ~2 months agoThe DeepSeek API automatically caches repeated prompt prefixes on disk, dramatically reducing cost and first-token latency for workloads that reuse the same system prompt or long context across multiple requests.
Chat history with search
canonicalverified ~2 months agoDeepSeek persists conversation history across sessions, accessible in the sidebar. A chat history search feature allows users to find past conversations by content.
Chat models (V3 / V4 series)
canonicalverified ~2 months agoDeepSeek chat offers access to its frontier general-purpose models — currently DeepSeek-V4-Flash and DeepSeek-V4-Pro — for conversational AI, coding, math, and long-form reasoning.
Data residency and privacy posture (China-stored)
canonicalverified ~2 months agoAll user data — including chat content, uploaded files, account details, and device signals — is stored on servers located in the People's Republic of China, subject to Chinese law, which may require disclosure to authorities without independent court oversight.
DeepThink (R1) reasoning mode
canonicalverified ~2 months agoA togglable reasoning mode (the DeepThink button) that shows explicit chain-of-thought steps before delivering its final answer. Historically powered by DeepSeek-R1; on the current V4 app it activates the model's Thinking mode. Suited for complex math, logic, code debugging, and multi-step analysis.
Developer API (platform.deepseek.com)
canonicalverified ~2 months agoA REST API exposing DeepSeek's frontier models to developers, compatible with the OpenAI and Anthropic SDK interfaces, supporting chat completions, tool calls, JSON output, FIM completion, and streaming.
File upload and document Q&A
provisionalverified ~2 months agoUsers can upload documents (PDF, DOCX, TXT, CSV, XLSX) and ask questions about their contents. DeepSeek extracts and processes text from the uploaded files to answer queries, summarize, or analyze.
Free consumer access (no subscription)
canonicalverified ~2 months agoThe DeepSeek web and mobile chat interface is entirely free to use with no paid subscription tiers, no ads, and no per-message charges for end users.
Image upload with OCR and visual understanding
provisionalverified ~2 months agoUsers can upload images (JPG, PNG, WebP) and DeepSeek will extract text via OCR and answer questions about the image content, supporting both printed and handwritten text.
Open-weight model releases (MIT license)
canonicalverified ~2 months agoDeepSeek publishes full model weights for its frontier models under the MIT license, allowing self-hosting, fine-tuning, distillation, and commercial use without restrictions.
Web search mode
canonicalverified ~2 months agoAn opt-in search toggle that queries the live web and integrates retrieved results into the model's response, providing up-to-date information beyond the model's training cutoff.