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DeepSeek-V4-Pro

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DeepSeek-V4-Pro is DeepSeek's V4 model for high-capability reasoning and agentic coding, available through DeepSeek's OpenAI-compatible and Anthropic-compatible API surfaces.

Provider

DeepSeek

Model family

DeepSeek

LLM

Cost tier

Pro

Status

Current

Why teams choose it

💡

Cost-aware reasoning depth

Helps teams that prioritize token economics but still want multi-step reasoning and strong coding assistance validated on their workloads.

⚙️

Coding and tools

Works well for code assistance, tool calling, and agent workflows where instructions must stay consistent across steps.

🔬

Bench before you reroute traffic

Useful once you rerun your own evaluation harness—routing decisions should survive your retrieval shape, tooling, and safety filters.

✍️

Cost-efficient routing

Useful as part of a routing stack where cheap models handle drafts and confirmations and this tier handles genuinely hard passages.

Tradeoffs to know

  • Confirm current API routing and retirement dates for old model aliases before rollout.

When not to use this

  • Not ideal for simple tasks where cheaper models in the same lineup are good enough.
  • Avoid for latency-sensitive real-time chat when raw response speed outweighs reasoning depth.
  • Confirm limits, pricing, and regional availability on the provider side before committing production workloads.

Technical specs

Inputs
text
Outputs
text
Capabilities
reasoning, agentic coding, tool calls, JSON output, long context
License
Proprietary API
Model string
deepseek-v4-pro

Benchmarks

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