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GPT-3.5 Turbo Instruct vs GPT-5.2

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 GPT-3.5 Turbo Instruct and GPT-5.2.

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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OpenAI

GPT-5.2

GPT-5.2 is the latest frontier-grade model in the GPT-5 series, offering stronger agentic and long context perfomance compared to GPT-5.1. It uses adaptive reasoning to allocate computation dynamically, responding quickly...

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Technical Specifications

SpecificationGPT-3.5 Turbo InstructGPT-5.2
ProviderOpenAIOpenAI
Context Window4,095 tokens400,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2023-09-282025-12-10

API Pricing Comparison

Input Price per Million Tokens

GPT-3.5 Turbo Instruct

$1.50

GPT-5.2

$1.75

Output Price per Million Tokens

GPT-3.5 Turbo Instruct

$2.00

GPT-5.2

$14.00

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.

GPT-3.5 Turbo Instruct Quirks & Gotchas

No developer gotchas reported.

GPT-5.2 Quirks & Gotchas

No developer gotchas reported.