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DeepSeek V4 Pro vs o4 Mini Deep Research

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for DeepSeek V4 Pro and o4 Mini Deep Research.

DeepSeek

DeepSeek V4 Pro

DeepSeek V4 Pro is a large-scale Mixture-of-Experts model from DeepSeek with 1.6T total parameters and 49B activated parameters, supporting a 1M-token context window. It is designed for advanced reasoning, coding,...

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OpenAI

o4 Mini Deep Research

o4-mini-deep-research is OpenAI's faster, more affordable deep research model—ideal for tackling complex, multi-step research tasks. Note: This model always uses the 'web_search' tool which adds additional cost.

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Technical Specifications

SpecificationDeepSeek V4 Proo4 Mini Deep Research
ProviderDeepSeekOpenAI
Context Window1,048,576 tokens200,000 tokens
Agent Suitability94/100N/A
Time to First Token (TTFT)280 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-04-242025-10-10

API Pricing Comparison

Input Price per Million Tokens

DeepSeek V4 Pro

$0.43

o4 Mini Deep Research

$2.00

Output Price per Million Tokens

DeepSeek V4 Pro

$0.87

o4 Mini Deep Research

$8.00

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
8850.0%vsN/A
DeepSeek V4 Pro
o4 Mini Deep Research
HumanEvalPython coding & logic synthesis
8900.0%vsN/A
DeepSeek V4 Pro
o4 Mini Deep Research
MATHComplex mathematical problem solving
7460.0%vsN/A
DeepSeek V4 Pro
o4 Mini Deep Research
GPQAGraduate-level expert reasoning
4900.0%vsN/A
DeepSeek V4 Pro
o4 Mini Deep Research
HellaSwagCommonsense reasoning and inference
8750.0%vsN/A
DeepSeek V4 Pro
o4 Mini Deep Research
MT-BenchMulti-turn conversation flow quality
918.0%vsN/A
DeepSeek V4 Pro
o4 Mini Deep Research

DeepSeek V4 Pro Quirks & Gotchas

  • MoE architecture — cold-start latency on first request, use keep-alive
  • Best cost-performance ratio of any frontier model — strong tool calling for agentic use

o4 Mini Deep Research Quirks & Gotchas

No developer gotchas reported.