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Claude 3.5 Sonnet vs GPT-3.5 Turbo Instruct

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Claude 3.5 Sonnet and GPT-3.5 Turbo Instruct.

Anthropic

Claude 3.5 Sonnet

Claude 3.5 Sonnet was Anthropic's breakout model of 2024, widely regarded as one of the most capable commercial LLMs of its generation. It earned widespread developer praise for its exceptional coding ability, nuanced long-form writing, and reliable complex reasoning across a 200,000-token context window. Claude 3.5 Sonnet introduced computer-use capabilities, enabling it to interact with desktop environments, web browsers, and software tools autonomously. Available via API at $3/MTok for input, it continues to be a popular choice for developers who want a well-rounded, safety-aligned model with strong benchmark performance for coding, analysis, and content generation tasks.

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OpenAI

GPT-3.5 Turbo Instruct

This model is a variant of GPT-3.5 Turbo tuned for instructional prompts and omitting chat-related optimizations. Training data: up to Sep 2021.

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Technical Specifications

SpecificationClaude 3.5 SonnetGPT-3.5 Turbo Instruct
ProviderAnthropicOpenAI
Context Window200,000 tokens4,095 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment ModelN/Amanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-06-212023-09-28

API Pricing Comparison

Input Price per Million Tokens

Claude 3.5 Sonnet

$3.00

GPT-3.5 Turbo Instruct

$1.50

Output Price per Million Tokens

Claude 3.5 Sonnet

$15.00

GPT-3.5 Turbo Instruct

$2.00

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
8870.0%vsN/A
Claude 3.5 Sonnet
GPT-3.5 Turbo Instruct
HumanEvalPython coding & logic synthesis
9200.0%vsN/A
Claude 3.5 Sonnet
GPT-3.5 Turbo Instruct
MATHComplex mathematical problem solving
7110.0%vsN/A
Claude 3.5 Sonnet
GPT-3.5 Turbo Instruct
GPQAGraduate-level expert reasoning
5940.0%vsN/A
Claude 3.5 Sonnet
GPT-3.5 Turbo Instruct
HellaSwagCommonsense reasoning and inference
9540.0%vsN/A
Claude 3.5 Sonnet
GPT-3.5 Turbo Instruct
MT-BenchMulti-turn conversation flow quality
935.0%vsN/A
Claude 3.5 Sonnet
GPT-3.5 Turbo Instruct

Claude 3.5 Sonnet Quirks & Gotchas

No developer gotchas reported.

GPT-3.5 Turbo Instruct Quirks & Gotchas

No developer gotchas reported.