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GPT-5.2 vs GPT-5.4 Pro

Compare OpenAI and OpenAI AI models

OpenAI
GPT-5.2
vs
OpenAI
GPT-5.4 Pro

Cost Comparison (1000 input + 500 output tokens, 100 requests/day)

GPT-5.2

Per Request:$0.008750
Daily:$0.875
Monthly:$26.25
Yearly:$319.375

GPT-5.4 Pro

Per Request:$0.12
Daily:$12.00
Monthly:$360.00
Yearly:$4,380.00

Cost Differences

+$0.11125
Per Request
+$11.125
Daily
+$333.75
Monthly
+$4,060.625
Yearly

GPT-5.4 Pro costs more than GPT-5.2

Feature Comparison

FeatureGPT-5.2GPT-5.4 Pro
ProviderOpenAIOpenAI
Input Price$1.75/1M tokens$30.00/1M tokens
Output Price$14.00/1M tokens$180.00/1M tokens
Context Window1,000,000 tokens1,050,000 tokens
Max Output131,072 tokens131,072 tokens
Categoryflagshipreasoning
Capabilities
textvisionaudiocodereasoning
textvisioncodereasoning
Release Date12/11/20253/6/2026

GPT-5.2 vs GPT-5.4 Pro: Which Should You Choose?

Choosing between GPT-5.2 and GPT-5.4 Pro depends on your priorities: cost efficiency, context length, or raw capability. GPT-5.2 is the more affordable option at $1.75/1M input tokens94% cheaper than GPT-5.4 Pro. Meanwhile, GPT-5.4 Pro offers a significantly larger context window at 1,050,000 tokens vs 1,000,000 for GPT-5.2.

These models target different tiers: GPT-5.2 is a flagship model while GPT-5.4 Pro is reasoning. This means they're optimized for different workloads. GPT-5.2 is built for complex tasks that require deeper reasoning, while GPT-5.4 Pro offers better value for routine operations.

Output costs matter too. GPT-5.2 charges $14.00/1M output tokens vs $180.00 for GPT-5.4 Pro. For generation-heavy workloads (content creation, code generation, summarization), output pricing often dominates your bill. GPT-5.2 has the edge here at $14.00/1M output tokens.

Multimodal capabilities: Both models support vision (image understanding), so you can send images alongside text prompts with either option.

Best Use Cases

Choose GPT-5.2 when:

  • • Budget is a primary concern
  • • You need more capabilities (audio)
  • • You're already using OpenAI's API ecosystem

Choose GPT-5.4 Pro when:

  • • You need a larger context window (1,050,000 tokens)
  • • You're already using OpenAI's API ecosystem

Try Different Scenarios

Use the calculator below to see how costs change with different usage patterns

GPT-5.2 (OpenAI)

GPT-5.4 Pro (OpenAI)

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Frequently Asked Questions

Which is cheaper, GPT-5.2 or GPT-5.4 Pro?
GPT-5.2 is cheaper for input tokens at $1.75 per million tokens vs $30.00 for GPT-5.4 Pro — that's 94% savings on input costs.
What is the context window difference between GPT-5.2 and GPT-5.4 Pro?
GPT-5.2 supports 1,000,000 tokens while GPT-5.4 Pro supports 1,050,000 tokens — a difference of 50,000 tokens in favor of GPT-5.4 Pro.
Which model is better for AI Agent / Agentic Workflows?
Both models support text, code, reasoning. For ai agent / agentic workflows, GPT-5.2 is the lower-cost option, while GPT-5.4 Pro offers a larger context window (1,050,000 vs 1,000,000 tokens). Choose GPT-5.2 for budget sensitivity or GPT-5.4 Pro for longer context tasks.
Which model has better overall pricing for heavy usage?
At 100 requests/day with 1,000 input and 500 output tokens each, GPT-5.2 costs about $26.25/month and GPT-5.4 Pro costs about $360.00/month. Overall, GPT-5.2 has lower combined input + output rates ($1.75 in, $14.00 out) vs GPT-5.4 Pro.

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