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07ReasoningProvisional score

DeepSeek V4 Pro

DeepSeek V4 Pro

A reasoning model at the frontier, published under MIT, priced like an afterthought.

Updated

DeepSeek V4 Pro

The read

Pro is DeepSeek's reasoning flagship: a very large sparse model that thinks before it answers and lands close to the best closed models on mathematics and code. The remarkable part is not the benchmark, it is that the weights are MIT-licensed and the hosted API still costs a fraction of any Western equivalent. It is slower than Flash, and it should be, since the thinking is the product.

Where it shines

  • Frontier-adjacent reasoning at open-weights prices
  • MIT licence, including for the reasoning traces
  • Very long context, so whole repositories fit in one call

Worth knowing first

  • Thinking time makes it the wrong choice for interactive work
  • Self-hosting the full model is a serious hardware commitment

Index score

86.8

Provisional. This score is read from the product's public capability, not from the one-prompt rebuild the fully reviewed entries went through, so treat it as a placing rather than a verdict.

Craft86
Speed74
Control94
Value90
Rank
07 of 53
Builds
LLMs
Category
Reasoning
Output
MIT-licensed weights, plus a cheap API
Pricing
Free tier
Best for
Hard reasoning without a frontier-lab invoice

Scores are our own editorial judgement, weighted craft 55, speed 10, control 15 and value 20.