Gemini 3.1 Flash-Lite vs GPT-5.4 Pro
Gemini 3.1 Flash-Lite and GPT-5.4 Pro are both current production-tier models. Gemini 3.1 Flash-Lite is meaningfully cheaper at $0.25 / $1.5 per 1M. Gemini 3.1 Flash-Lite has a 1M context window — about 3× the 400k of GPT-5.4 Pro. GPT-5.4 Pro leads on coding, reasoning, general knowledge.
Specs side by side
| Metric | Google Gemini 3.1 Flash-Lite | OpenAI GPT-5.4 Pro |
|---|---|---|
| Input price (per 1M) | $0.25 | $30 |
| Output price (per 1M) | $1.5 | $180 |
| Context window | 1M tokens | 400k tokens |
| Speed tier | ultra | slow |
| Open weights | No | No |
| EU region | Yes | No |
| Free tier | Google AI Studio | No |
| Prompt caching | No | Yes |
| Vision input | Yes | Yes |
| Extended thinking | No | Yes |
When to choose each
Choose Gemini 3.1 Flash-Lite if…
- Cost is a priority ($0.25 / $1.5 per 1M vs $30 / $180 per 1M)
- You need 1M context (3× more than GPT-5.4 Pro)
- Low latency matters (ultra vs slow)
- EU data residency is required
- You want a free tier for prototyping
Choose GPT-5.4 Pro if…
- HIPAA eligibility is required
- Coding is central to your workload
- Reasoning is central to your workload
Benchmark delta
Gemini 3.1 Flash-Lite leads on
Gemini 3.1 Flash-Lite has no meaningful benchmark lead in this pair.
GPT-5.4 Pro leads on
- Coding
- Reasoning
- General knowledge
- Instruction following
- Multilingual
- Vision
- Tool use
FAQ — Gemini 3.1 Flash-Lite vs GPT-5.4 Pro
Gemini 3.1 Flash-Lite vs GPT-5.4 Pro — which is better?
Gemini 3.1 Flash-Lite and GPT-5.4 Pro are both current production-tier models. Gemini 3.1 Flash-Lite is meaningfully cheaper at $0.25 / $1.5 per 1M. Gemini 3.1 Flash-Lite has a 1M context window — about 3× the 400k of GPT-5.4 Pro. GPT-5.4 Pro leads on coding, reasoning, general knowledge. The right pick depends on your use case — see "When to choose each" above for a data-driven decision.
How does Gemini 3.1 Flash-Lite pricing compare to GPT-5.4 Pro?
Gemini 3.1 Flash-Lite costs $0.25 / $1.5 per 1M vs GPT-5.4 Pro at $30 / $180 per 1M. Gemini 3.1 Flash-Lite is cheaper on output tokens by roughly 11900%. Both support prompt caching, which reduces effective cost by 80-90% on repeat system prompts.
Does Gemini 3.1 Flash-Lite or GPT-5.4 Pro have the bigger context window?
Gemini 3.1 Flash-Lite has a 1M-token context window — 3× the 400k context of GPT-5.4 Pro. Enough for entire codebases, books, or multi-document RAG.
Is there a free tier for Gemini 3.1 Flash-Lite or GPT-5.4 Pro?
Gemini 3.1 Flash-Lite: yes — Reduced daily quota; most generous free tier of any frontier lab. GPT-5.4 Pro: no — Paid-only — no free tier.
Which is better for coding — Gemini 3.1 Flash-Lite or GPT-5.4 Pro?
GPT-5.4 Pro leads on coding benchmarks (Gemini 3.1 Flash-Lite: 72/100, GPT-5.4 Pro: 96/100). For production coding agents also weigh tool-use performance — Gemini 3.1 Flash-Lite scores 76, GPT-5.4 Pro scores 94.