DeepSeek
Released May 28, 2025Cutoff March 2025

DeepSeek R1 0528

DeepSeek R1 0528 by DeepSeek is a reasoning model updated via scaled reinforcement learning, with improved multi-step reasoning and open weights under MIT.

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Outputs
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Model Overview

Capabilities, design details, and architectural traits

DeepSeek R1 0528 - Reinforcement Learning-Updated Reasoning Model

DeepSeek R1-0528 is a point release of DeepSeek R1, representing a continuation of DeepSeek's reinforcement learning scaling work on top of the DeepSeek V3 base architecture. It is a dedicated reasoning model trained to produce extended chain-of-thought outputs for complex problem-solving.

Architecture

DeepSeek R1-0528 shares the same underlying architecture as DeepSeek R1 and DeepSeek V3: a Mixture-of-Exports dense-attention model. It is initialized from DeepSeek V3-Base.

Reasoning Workflow

R1-0528 operates exclusively in thinking mode: all responses include chain-of-thought reasoning within ... tags before the final answer.

Benchmark Performance

Independent evaluations · Artificial Analysis

13.1%
Intelligence

Accuracy & Capability Details

GPQA - Graduate Science81.3%
Humanity's Last Exam15.8%
SciCode - Scientific Coding40.3%
Instruction Following39.6%
Long Context Reasoning55.7%
τ²-Bench - Agentic Tasks36.5%
TerminalBench - System Control15.9%

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Model Details
General Info
ProviderDeepSeekAnthropicAnthropic
Release DateMay 28, 2025September 22, 2026September 28, 2026
Knowledge CutoffMar 2025-Jun 2026
Context & Limits
Context Window164K
1M
Best Context Window
1M
Best Context Window
Pricing (per 1M tokens)
Input Pricing
$1.35
Best Input Pricing
$4$2
Output Pricing
$3
Best Output Pricing
$20$10
Modalities
Inputs
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Outputs
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Benchmarks (0-100)
Intelligence Index13.1
57.6
Best Intelligence Index
56.0
Coding Index---
Agentic Index---
DeepSeek R1 0528
Claude Opus 5.5
Claude Sonnet 5.5

Humanity's Last Exam

Extremely difficult logical reasoning and knowledge.

16%
DeepSeek R1 0528
Humanity's Last Exam
Score: 16%
DeepSeek R1 0528
61%
Claude Opus 5.5
Humanity's Last Exam
Score: 61%
Claude Opus 5.5
55%
Claude Sonnet 5.5
Humanity's Last Exam
Score: 55%
Claude Sonnet 5.5

Long Context Reasoning

Logical reasoning over long context windows.

56%
DeepSeek R1 0528
Long Context Reasoning
Score: 56%
DeepSeek R1 0528
85%
Claude Opus 5.5
Long Context Reasoning
Score: 85%
Claude Opus 5.5
83%
Claude Sonnet 5.5
Long Context Reasoning
Score: 83%
Claude Sonnet 5.5

SciCode Benchmark

Scientific coding and mathematical modeling.

40%
DeepSeek R1 0528
SciCode Benchmark
Score: 40%
DeepSeek R1 0528
67%
Claude Opus 5.5
SciCode Benchmark
Score: 67%
Claude Opus 5.5
61%
Claude Sonnet 5.5
SciCode Benchmark
Score: 61%
Claude Sonnet 5.5

Independent evaluation data provided by Artificial Analysis. To view the latest benchmarks and full details, visit their official site.

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