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DeepSeek

DeepSeek

DeepSeek is tracked from the official English API docs. The current line lists deepseek-v4-flash and deepseek-v4-pro with 1M context, 384K maximum output, thinking/non-thinking modes, JSON output, tool calls, context caching and OpenAI/Anthropic-compatible endpoints. V4-Flash costs $0.0028/M cache-hit input, $0.14/M cache-miss input and $0.28/M output; V4-Pro costs $0.003625, $0.435 and $0.87 respectively. The former deepseek-chat and deepseek-reasoner compatibility aliases are no longer listed on the current pricing page after their July 24 deprecation date.

Globally availableFull English UIPublic APIPaid

Editorial verdict

Best for

Developers evaluating Chinese model APIs for coding agents, reasoning, tool use and OpenAI/Anthropic-compatible migration.

Avoid if

Avoid new integrations that still hard-code deepseek-chat or deepseek-reasoner without a migration plan to V4 model names.

Why it matters

The English docs now make DeepSeek's current API shape explicit: V4-Pro/V4-Flash, dual OpenAI/Anthropic compatibility, thinking mode, tool calls, caching and agent-tool integrations.

Trust: 4/4 sources verified, recently checkedCoverage: 100/100

Pricing

V4-Flash from $0.0028/M cache-hit input, $0.14/M cache-miss input and $0.28/M output tokens

Payment

Topped-up balance, Granted balance, Platform billing

Commercial use

API commercial use should follow the active platform terms.

Privacy

Treat prompts and logs as vendor-processed data unless enterprise terms say otherwise.

Use-case fit

V4 API migration

Strong

Use deepseek-v4-pro or deepseek-v4-flash directly rather than relying on retired compatibility aliases.

Agent and coding tool backend

Strong

Official docs list integrations for Claude Code, GitHub Copilot, OpenCode, Kilo Code, OpenClaw and other agent tools.

Long-context and cache-aware workloads

Strong

V4 models document 1M context, 384K max output and context caching with cache-hit usage fields.

Global user checklist

RegistrationConfirmedThe English docs link directly to DeepSeek Platform API-key creation.
English UIConfirmedAPI docs, quick start, guides, pricing and changelog are English-facing.
API and docsConfirmedDocs cover OpenAI format, Anthropic format, thinking mode, tool calls, JSON output, FIM, prefix completion and context caching.
International paymentPartialPricing is public per 1M tokens, but top-up/payment availability should be checked inside the platform account.

Pricing was rechecked on August 4, 2026. The current page lists V4-Flash and V4-Pro, no longer lists the legacy aliases, and says peak/off-peak pricing will be introduced on a date to be announced.

Pros

  • - English API docs are complete and current
  • - OpenAI and Anthropic API compatibility are both documented
  • - V4 models provide 1M context and tool-call support
  • - V4-Flash and V4-Pro pricing distinguishes cache-hit and cache-miss input

Cons

  • - Legacy model names have passed their published deprecation date and should not be used for new integrations
  • - Billing still depends on platform balance and account-specific top-up availability

Decision paths

Choose Qwen for Alibaba Cloud ecosystem fit

Qwen is one option when deployment and cloud billing matter.

Compare with Kimi API for another global-facing model platform

Kimi API is a cataloged reference for English documentation, token billing and agent-oriented models.

Sources

DeepSeek API quick start

docs · en · verified 2026-05-17

Confirms English docs, OpenAI/Anthropic compatibility, V4 model names and legacy alias deprecation date.

DeepSeek models and pricing

pricing · en · verified 2026-08-04

Lists V4-Pro and V4-Flash with 1M context, 384K maximum output, features, cache-hit/cache-miss/output prices, 2,500/500 concurrency limits and the forthcoming peak/off-peak pricing policy.

DeepSeek agent integrations

docs · en · verified 2026-05-17

Confirms Claude Code and agent-tool integration paths through the Anthropic-compatible endpoint.

DeepSeek change log

docs · en · verified 2026-05-17

Confirms the 2026-04-24 DeepSeek-V4 update and alias deprecation schedule.

Last checked: 2026-08-04

Reviews

Availability snapshot

Availability
available
English UI
full
API
available
Rating
4.7 (25)

Latest updates

Latest changes
Open source · 2026-08-14

DeepSeek releases Harness developer preview

DeepSeek released DeepSeek Harness as an MIT-licensed, local-first coding agent and agent development/runtime environment. Built on Cordis, it implements models, tools, skills, sessions, sandboxes, storage, loops, scheduling and UI as configurable plugins; records append-only trajectories for inspection and replay; and ships Standard, Code, Minimal and Creator modes. The project remains in developer preview and explicitly warns of compatibility-breaking changes.

Market · 2026-06-23

Microsoft Copilot Cowork GA and usage billing tracked

Microsoft Partner Center says Copilot Cowork became generally available on June 16, 2026 as an agentic system for complex, long-running, multi-tool work inside Microsoft 365. Cowork requires a Microsoft 365 Copilot license and usage-based billing with Copilot Credits, with admin controls for access, budgets and usage. Microsoft lists multiple models, security and compliance capabilities, partner and Dynamics 365 plugins, and a June 30 billing setup deadline for Frontier customers. Axios separately reports Microsoft is considering a Microsoft-hosted DeepSeek option to lower Cowork model costs; this is recorded as a media-reported consideration, not an official model launch.

Pricing · 2026-06-21

DeepSeek V4 API pricing refreshed

DeepSeek's current pricing lists V4-Flash at $0.0028/M cache-hit input, $0.14/M cache-miss input and $0.28/M output, with 2,500 concurrency. V4-Pro costs $0.003625, $0.435 and $0.87 respectively, with 500 concurrency. Both expose 1M context and 384K maximum output. The former deepseek-chat and deepseek-reasoner aliases have passed their July 24 deprecation date and are no longer listed on the current pricing page; peak/off-peak pricing is also planned for a date to be announced.

Market · 2026-05-18

Reasonix added to DeepSeek integration ecosystem

Reasonix is now tracked as a DeepSeek-only terminal coding agent, covering prefix-cache stability, DeepSeek-V4-Flash default usage, V4-Pro options, MCP, skills, memory, permissions and desktop prerelease notes.

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