DeepSeek-R1

completions

bydeepinfra

DeepSeek-R1

completions

Published by: deepseekProvider:

deepinfra

DeepSeek-Reasoner is an advanced AI model designed to enhance logical reasoning and problem-solving capabilities, leveraging deep learning techniques to provide accurate and contextually relevant insights across various domains.

Released

Jan 20, 2025

Knowledge

Jul 24, 2024

License

MIT

Context

16K

Input

$0.75 / 1M tokens

Output

$2.4 / 1M tokens

Capabilities: tools

Accepts: text

Returns: text

Released Jan 20, 2025Knowledge Cutoff: Jul 24, 2024License: MIT

Context: 16K Input: $0.75 / 1M tokensOutput: $2.4 / 1M tokensCapabilities: toolsAccepts: textReturns: text

Access DeepSeek-R1 through LangDB AI Gateway

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Integrate with deepseek's DeepSeek-R1 and 250+ other models through a unified API. Monitor usage, control costs, and enhance security.

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99.9% Uptime

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Benchmark Results for DeepSeek-R1

Category Performance Scores:

Academia: Score 66.65 (Top 7% - Rank #23)
Finance: Score 72.90 (Top 4% - Rank #13)
Marketing: Score 60.10 (Top 1% - Rank #4)
Maths: Score 93.80 (Top 3% - Rank #10)
Programming: Score 58.70 (Top 3% - Rank #10)
Science: Score 81.30 (Top 6% - Rank #20)
Writing: Score 47.54 (Top 3% - Rank #10)

Overall Performance: 68.71357142857143 average score across all categories

Detailed Benchmark Scores:

Benchmark	Score	Percentile	Domain
AIME	89.30	Top 3%	Mathematics
AA Coding Index	58.70	Top 3%	Programming
AAII	52.00	Top 8%	General
AA Math Index	93.80	Top 3%	Mathematics
DROP	92.20	Top 0%	General Knowledge
GPQA	81.30	Top 6%	STEM (Physics, Chemistry, Biology)
HLE	14.90	Top 6%	General Knowledge
LiveCodeBench	77.00	Top 3%	Programming
MATH-500	98.30	Top 3%	Mathematics
MMLU	90.80	Top 2%	General Knowledge
MMLU-Pro	84.45	Top 6%	General Knowledge
SciCode	40.30	Top 5%	Scientific

MMLU Score: 90.80 - Massive Multitask Language Understanding benchmark

GPQA Score: 81.30 - Graduate-level reasoning benchmark

Model Comparison:

Provider: deepinfra

Model Type: completions

Context Size: 16000 tokens

Comparing against 324 models in the database

Category Scores

academia#10 finance#6 marketing#2 maths#5 programming#6 science#10 writing#5

Benchmark Tests

View Other Benchmarks

AIME

89.3

Mathematics

AA Coding Index

58.7

Programming

AAII

52.0

General

AA Math Index

93.8

Mathematics

DROP

92.2

General Knowledge

GPQA

81.3

STEM (Physics, Chemistry, Biology)

HLE

14.9

General Knowledge

LiveCodeBench

77.0

Programming

MATH-500

98.3

Mathematics

MMLU

90.8

General Knowledge

MMLU-Pro

84.5

General Knowledge

SciCode

40.3

Scientific

Metric	AIME	AA Coding Index	AAII	AA Math Index	DROP	GPQA	HLE	LiveCodeBench	MATH-500	MMLU	MMLU-Pro	SciCode
Score	89.3	58.7	52.0	93.8	92.2	81.3	14.9	77.0	98.3	90.8	84.5	40.3

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Code Examples

Integration samples and API usage

Code Samples for DeepSeek-R1

Python SDK Example:

from openai import OpenAI

client = OpenAI(
    base_url="https://api.us-east-1.langdb.ai/projects/<your_project_id>",
    api_key="<your_api_key>"
)

response = client.chat.completions.create(
    model="DeepSeek-R1",
    messages=[
        {"role": "user", "content": "Hello, how are you?"}
    ]
)

print(response.choices[0].message.content)

TypeScript SDK Example:

import OpenAI from 'openai';

const client = new OpenAI({
    baseURL: "https://api.us-east-1.langdb.ai/projects/<your_project_id>",
    apiKey: "<your_api_key>"
});

const response = await client.chat.completions.create({
    model: "DeepSeek-R1",
    messages: [
        { role: "user", content: "Hello, how are you?" }
    ]
});

console.log(response.choices[0].message.content);

cURL Example:

curl -X POST "https://api.us-east-1.langdb.ai/projects/<your_project_id>/v1/chat/completions" \
  -H "Authorization: Bearer <your_api_key>" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "DeepSeek-R1",
    "messages": [
        {"role": "user", "content": "Hello, how are you?"}
    ]
  }'

Model: DeepSeek-R1

Provider: deepinfra

API Endpoint: $https://api.us-east-1.langdb.ai

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DeepSeek-R1 by deepinfra - AI Model Details, Pricing, and Performance Metrics

DeepSeek-R1

DeepSeek-R1

Access DeepSeek-R1 through LangDB AI Gateway

Category Scores

Benchmark Tests

Compare with Similar Models

Code Examples

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