Gemini 3.1 Pro vs GPT-5.6 Terra

Gemini 3.1 Pro and GPT-5.6 Terra are both current production-tier models. Gemini 3.1 Pro leads on long-context retrieval, vision.

Specs side by side

Metric
Google
Gemini 3.1 Pro
OpenAI
GPT-5.6 Terra
Input price (per 1M)$2$2.5
Output price (per 1M)$12$15
Context window2M tokens1.1M tokens
Speed tierbalancedbalanced
Open weightsNoNo
EU regionYesYes
Free tierNoNo
Prompt cachingYesYes
Vision inputYesYes
Extended thinkingYesYes

When to choose each

Google

Choose Gemini 3.1 Pro if…

  • You need 2M context (2× more than GPT-5.6 Terra)
  • Long-context retrieval is central to your workload
  • Vision is central to your workload
OpenAI

Choose GPT-5.6 Terra if…

  • GPT-5.6 Terra is in the same tier as Gemini 3.1 Pro — pick by provider preference or API ecosystem

Benchmark delta

Gemini 3.1 Pro leads on

  • Long-context retrieval
  • Vision

GPT-5.6 Terra leads on

GPT-5.6 Terra has no meaningful benchmark lead in this pair.

FAQ — Gemini 3.1 Pro vs GPT-5.6 Terra

Gemini 3.1 Pro vs GPT-5.6 Terra — which is better?

Gemini 3.1 Pro and GPT-5.6 Terra are both current production-tier models. Gemini 3.1 Pro leads on long-context retrieval, vision. The right pick depends on your use case — see "When to choose each" above for a data-driven decision.

How does Gemini 3.1 Pro pricing compare to GPT-5.6 Terra?

Gemini 3.1 Pro costs $2 / $12 per 1M vs GPT-5.6 Terra at $2.5 / $15 per 1M. Gemini 3.1 Pro is cheaper on output tokens by roughly 25%. Both support prompt caching, which reduces effective cost by 80-90% on repeat system prompts.

Does Gemini 3.1 Pro or GPT-5.6 Terra have the bigger context window?

Gemini 3.1 Pro has a 2M-token context window — 2× the 1.1M context of GPT-5.6 Terra. Enough for entire codebases, books, or multi-document RAG.

Is there a free tier for Gemini 3.1 Pro or GPT-5.6 Terra?

Gemini 3.1 Pro: no — Paid-only since 2026-04-01 (previously had free tier via AI Studio). GPT-5.6 Terra: no — Free $5 credit for new accounts; paid thereafter.

Which is better for coding — Gemini 3.1 Pro or GPT-5.6 Terra?

Gemini 3.1 Pro leads on coding benchmarks (Gemini 3.1 Pro: 94/100, GPT-5.6 Terra: 93/100). For production coding agents also weigh tool-use performance — Gemini 3.1 Pro scores 91, GPT-5.6 Terra scores 93.