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Model comparison

Grok 4 vs DeepSeek-R1-0528

Short answer

Grok 4 scores higher on 4 of the 4 benchmarks both models report; DeepSeek-R1-0528 is cheaper on input tokens ($0.5 vs $3 per 1M, 6×); Grok 4 has the larger context window (256K vs 164K); DeepSeek-R1-0528 ships open weights while Grok 4 is API-only.

Specs and pricing side by side

SpecGrok 4DeepSeek-R1-0528
MakerxAI (Grok)DeepSeek
Released2025-07-092025-05-28
Context window256K164K
Max output8K32K tokens (64K max generation length)
Input price$3.00 / 1M tokens$0.50 / 1M tokens
Output price$15.00 / 1M tokens$2.15 / 1M tokens
Parametersnot published671B total / 37B active (685B on Hugging Face incl. MTP module)
LicenseProprietaryMIT
WeightsAPI onlyOpen weights
ModalitiesText, VisionText
Knowledge cutoffNovember 2024Not officially disclosed

Benchmarks both models report

BenchmarkGrok 4DeepSeek-R1-0528
Humanity's Last Exam41%17.7%
AIME 202591.7%87.5%
HMMT 202590%79.4%
LiveCodeBench79%73.3%

Scores are as published by each maker or its cited source; harness, reasoning effort and date can differ between rows, so treat small gaps as ties. Sources are listed on each model page.

Which one should you pick?

Pick Grok 4 if…

  • You care about Humanity's Last Exam, AIME 2025, HMMT 2025 (it scores higher on 4 shared benchmarks).
  • You need the longer context (256K vs 164K).
  • You need Vision input, which DeepSeek-R1-0528 lacks.
  • Your use case is: hard STEM and competition-math problem solving (AIME/HMMT/USAMO-style reasoning).

Pick DeepSeek-R1-0528 if…

  • Cost matters: input tokens cost 6× less ($0.5 vs $3 per 1M).
  • You want to self-host or fine-tune (open weights, MIT).
  • Your use case is: competition-style math and multi-step logical reasoning.

FAQ

Which is better, Grok 4 or DeepSeek-R1-0528?

Grok 4 scores higher on 4 of the 4 benchmarks both models report; DeepSeek-R1-0528 is cheaper on input tokens ($0.5 vs $3 per 1M, 6×); Grok 4 has the larger context window (256K vs 164K); DeepSeek-R1-0528 ships open weights while Grok 4 is API-only. The better pick depends on whether you value benchmark scores, price per token, context length or openness for your workload.

How much cheaper is DeepSeek-R1-0528?

Grok 4: $3.00 / 1M tokens input, $15.00 / 1M tokens output. DeepSeek-R1-0528: $0.50 / 1M tokens input, $2.15 / 1M tokens output (list API prices as published by each maker).

What are the context windows of Grok 4 and DeepSeek-R1-0528?

Grok 4 offers 256K with up to 8K output; DeepSeek-R1-0528 offers 164K with up to 32K tokens (64K max generation length) output.

Is Grok 4 newer than DeepSeek-R1-0528?

Grok 4 was released 2025-07-09; DeepSeek-R1-0528 was released 2025-05-28.

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