DeepSeek Reasoner

74.6
Score

Overall Performance Score

DeepSeek Logo DeepSeek
2025-01-20
92%
TextGeneration
97%
Reasoning
94%
Coding

Overview

What is DeepSeek Reasoner?

Advanced reasoning model with extended thinking capabilities for complex problem-solving and analytical tasks.

Created by:

DeepSeek

Release Date:

2025-01-20

Capabilities Overview

TextGeneration 92%
Reasoning 97%
Coding 94%
Multimodal 0%
Safety 90%

Technical Specifications

Architecture

type: Mixture-of-Experts Transformer
parameters: 671 billion
context: 64,000 tokens
trainingDataUpTo: January 2025
architecture: Advanced MoE architecture with reinforcement learning for reasoning, chain-of-thought optimization, and verification layers

Performance Metrics

MMLU: 95.3%
HumanEval: 92.7%
MATH: 90.8%
GSM8K: 96.3%
AIME: 79.2%

Performance Dashboard

TextGeneration

92%

Reasoning

97%

Coding

94%

Multimodal

0%

Safety

90%

Technical Metrics

Parameters: 671B
ContextWindow: 64000
Latency: 3000
Accuracy: 95.3
Cost: $0.015/1K tokens

Benchmark Performance

MMLU 95.3%
HumanEval 92.7%
MATH 90.8%
GSM8K 96.3%
AIME 79.2%

Features

Deep Reasoning

Extended thinking time for complex logical problems

Math Expert

Exceptional mathematical problem-solving abilities

Code Mastery

Advanced coding and algorithm design capabilities

Step-by-Step

Breaks down problems into logical steps

Competitive

Comparable to leading reasoning models

Cost Effective

More affordable than comparable reasoning models

Pros & Cons

Advantages

  • Excellent reasoning
  • Strong math abilities
  • Great at coding
  • Cost-effective

Disadvantages

  • Slower responses
  • Text-only
  • Limited availability
  • Requires patience

What can it do?

Math Problems

Solve complex mathematical equations and proofs with detailed explanations

Algorithm Design

Design and optimize complex algorithms with analysis

Logic Puzzles

Solve complex logic problems and puzzles systematically

Frequently Asked Questions