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GPT-5.2 pro vs GPT-5.6 Terra

Pricing verdict: GPT-5.2 pro vs GPT-5.6 Terra: GPT-5.6 Terra is cheaper for input-heavy usage ($2.50/M vs $21.00/M input tokens), while GPT-5.6 Terra is better for long-context tasks (1,050,000 tokens).

Direct answer: choose GPT-5.6 Terra for lower token spend and choose GPT-5.6 Terra when your workload needs longer context.

Compare API pricing, input and output token costs, context windows, and monthly estimates on one page so you can pick the right model fast.

OpenAI
GPT-5.2 pro
vs
OpenAI
GPT-5.6 Terra

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

GPT-5.2 pro

Per Request:$0.105
Daily:$10.50
Monthly:$315.00
Yearly:$3,832.50

GPT-5.6 Terra

Per Request:$0.01
Daily:$1.00
Monthly:$30.00
Yearly:$365.00

Cost Differences

$0.095
Per Request
$9.50
Daily
$285.00
Monthly
$3,467.50
Yearly

GPT-5.6 Terra costs less than GPT-5.2 pro

Quick Recommendation

Winner for direct API pricing: GPT-5.6 Terra. At the default workload, GPT-5.6 Terra saves about $285.00/month ($3,467.50/year) versus GPT-5.2 pro.

Feature Comparison

FeatureGPT-5.2 proGPT-5.6 Terra
ProviderOpenAIOpenAI
Input Price$21.00/1M tokens$2.50/1M tokens
Output Price$168.00/1M tokens$15.00/1M tokens
Context Window1,000,000 tokens1,050,000 tokens
Max Output131,072 tokens128,000 tokens
Categoryreasoningbalanced
Capabilities
textvisionaudiocodereasoning
textvisioncodereasoning
Release Date12/11/20256/26/2026

GPT-5.2 pro vs GPT-5.6 Terra: Which Should You Choose?

Choosing between GPT-5.2 pro and GPT-5.6 Terra depends on your priorities: cost efficiency, context length, or raw capability. GPT-5.6 Terra is the more affordable option at $2.50/1M input tokens — 88% cheaper than GPT-5.2 pro. Meanwhile, GPT-5.6 Terra offers a significantly larger context window at 1,050,000 tokens vs 1,000,000 for GPT-5.2 pro.

These models target different tiers: GPT-5.2 pro is a reasoning model while GPT-5.6 Terra is balanced. This means they're optimized for different workloads. GPT-5.2 pro is built for complex tasks that require deeper reasoning, while GPT-5.6 Terra offers better value for routine operations.

Output costs matter too. GPT-5.2 pro charges $168.00/1M output tokens vs $15.00 for GPT-5.6 Terra. For generation-heavy workloads (content creation, code generation, summarization), output pricing often dominates your bill. GPT-5.6 Terra has the edge here at $15.00/1M 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 pro when:

  • • You need more capabilities (audio)
  • • You need longer outputs (up to 131,072 tokens)
  • • You're already using OpenAI's API ecosystem

Choose GPT-5.6 Terra when:

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

Pros and Caveats at a Glance

GPT-5.2 pro

  • Input pricing: $21.00/M tokens
  • Output pricing: $168.00/M tokens
  • Context window: 1,000,000 tokens
  • Max output: 131,072 tokens

Watch out for

  • Higher input cost than GPT-5.6 Terra
  • Higher output cost than GPT-5.6 Terra
  • Smaller context window than GPT-5.6 Terra

GPT-5.6 Terra

  • Input pricing: $2.50/M tokens
  • Output pricing: $15.00/M tokens
  • Context window: 1,050,000 tokens
  • Max output: 128,000 tokens

Watch out for

  • Trade-offs are minor in this matchup.

Try Different Scenarios

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

GPT-5.2 pro (OpenAI)

GPT-5.6 Terra (OpenAI)

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Frequently Asked Questions

Which is cheaper, GPT-5.2 pro or GPT-5.6 Terra?
GPT-5.6 Terra is cheaper for input tokens at $2.50 per million tokens vs $21.00 for GPT-5.2 pro — that's 88% savings on input costs.
What is the context window difference between GPT-5.2 pro and GPT-5.6 Terra?
GPT-5.2 pro supports 1,000,000 tokens while GPT-5.6 Terra supports 1,050,000 tokens — a difference of 50,000 tokens in favor of GPT-5.6 Terra.
Which model is better for AI Agent / Agentic Workflows?
Both models support text, code, reasoning. For ai agent / agentic workflows, GPT-5.6 Terra is the lower-cost option, while GPT-5.6 Terra offers a larger context window (1,050,000 vs 1,000,000 tokens). Choose GPT-5.6 Terra for budget sensitivity or GPT-5.6 Terra 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 pro costs about $315.00/month and GPT-5.6 Terra costs about $30.00/month. Overall, GPT-5.6 Terra has lower combined input + output rates ($2.50 in, $15.00 out) vs GPT-5.2 pro.

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