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DeepSeek V3.1 vs GPT-3.5 Turbo Instruct (Comparative Analysis)

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Comparative Analysis: DeepSeek V3.1 vs. GPT-3.5 Turbo Instruct
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Overview

GPT-3.5 Turbo Instruct was released 1 year before DeepSeek V3.1.
DeepSeek V3.1DeepSeek V3.1
GPT-3.5 Turbo InstructGPT-3.5 Turbo Instruct
Model Provider
The organization behind this AI's development
DeepSeek logoDeepSeek
OpenAI logoOpenAI
Input Context Window
Maximum input tokens this model can process at once
131.1K
tokens
4.1K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
131.1K
tokens
4.1K
tokens
Release Date
When this model first became publicly available
August 21st, 2025
September 28th, 2023

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
DeepSeek V3.1
GPT-3.5 Turbo Instruct
Input Types
Supported input formats
📝Text
📝Text
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
DeepSeekGPT
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
Available on HuggingFace →Proprietary

Pricing

DeepSeek V3.1DeepSeek V3.1
GPT-3.5 Turbo InstructGPT-3.5 Turbo Instruct
Input Token Cost
Cost per million input tokens
Not specified
$1.50
per million tokens
Output Token Cost
Cost per million outut tokens
Not specified
$2.00
per million tokens

Benchmarks

Compare relevant benchmarks between DeepSeek V3.1 and GPT-3.5 Turbo Instruct.
DeepSeek V3.1DeepSeek V3.1
GPT-3.5 Turbo InstructGPT-3.5 Turbo Instruct
MMLU
Measures knowledge across 57 subjects like law, math, history, and science
Benchmark not available.
Benchmark not available.
MMMU
Measures understanding of combined text and images across various domains
Benchmark not available.
Benchmark not available.
HellaSwag
Measures common sense reasoning by having models complete sentences about everyday situations
Benchmark not available.
Benchmark not available.

At a Glance

Quick overview of what makes DeepSeek V3.1 and GPT-3.5 Turbo Instruct unique.
DeepSeek logoDeepSeek V3.1 by DeepSeek can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 131.1K token context window. Released August 21st, 2025.
OpenAI logoGPT-3.5 Turbo Instruct by OpenAI generates structured data. It can handle standard conversations with its 4.1K token context window. Reasonably priced at $1.50/M input and $2.00/M output tokens. Includes built-in content moderation for safer outputs. Released September 28th, 2023.

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