Gemini 3.7 Flash vs GPT-5.4
Gemini 3.7 Flash (Google DeepMind) and GPT-5.4 (OpenAI) compared on benchmarks, pricing, context window, and use-case rankings.
- Gemini 3.7 Flash leads on overall intelligence (ECI 157 vs 157).
- Gemini 3.7 Flash is cheaper on input tokens — $0.75 vs $2.50 per 1M.
- GPT-5.4 has a larger context window (1.1M vs 1M tokens).
- Gemini 3.7 Flash ranks higher for coding (91th vs 73th percentile).
| Attribute | Gemini 3.7 Flash | GPT-5.4 |
|---|---|---|
| Scores | ||
| Intelligence (ECI) | 157 | 157 |
| Coding | 91 | 73 |
| Math | 80 | 86 |
| Reasoning & Knowledge | 85 | 71 |
| Agentic & Tools | 98 | 68 |
| Specifications | ||
| Developer | Google DeepMind | OpenAI |
| Family | Gemini | GPT |
| Released | Aug 13, 2026 | Mar 5, 2026 |
| Parameters | — | — |
| Availability | API access | API access |
| Context window | 1M | 1.1M |
| Price — $/M input | $0.75 | $2.50 |
| Price — $/M output | $3.75 | $15.00 |
| Inputs | text, image, video, file, audio | text, image, file |
| Outputs | text | text |
| Benchmarks | ||
| AIME 2024/2025 | 97% | 98% |
| APEX | 68% | 52% |
| ARC-AGI | 96% | 94% |
| ARC-AGI-2 | 85% | 74% |
| GPQA Diamond | 95% | 93% |
| Humanity's Last Exam | 39% | 36% |
| SciCode | 60% | 57% |
| SimpleQA Verified | 69% | 45% |
| WebDev Arena | 1587 | 1463 |
| FrontierMath | — | 48% |
| FrontierMath Tier 4 | — | 27% |
| GSO (code optimization) | — | 31% |
| METR task horizon | — | 5.7 h |
| SWE-bench Verified | — | 77% |
| Terminal-Bench | — | 82% |
| WeirdML | — | 78% |
| τ²-bench | — | 87% |
Use-case scores are 0–100 percentile composites across each area’s benchmarks, ranked against every model from the past year. Highlighted cells lead each row. Open a model for the full picture.
Frequently asked questions
Is Gemini 3.7 Flash better than GPT-5.4?
On Epoch AI's Capabilities Index, Gemini 3.7 Flash scores higher (157) than GPT-5.4 (157). The right pick depends on your task — compare their coding, math, and reasoning scores in the table above.
Which is cheaper, Gemini 3.7 Flash or GPT-5.4?
Gemini 3.7 Flash is cheaper on input tokens at $0.75 per million, versus $2.50 (representative OpenRouter pricing).
Which has a larger context window, Gemini 3.7 Flash or GPT-5.4?
GPT-5.4 supports up to 1.1M tokens, compared with 1M for the other.
Which is better for coding, Gemini 3.7 Flash or GPT-5.4?
Across coding benchmarks like SWE-bench Verified and Terminal-Bench, Gemini 3.7 Flash ranks higher — 91th vs 73th percentile among the models tracked on Model Beat.
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Benchmarks & model data from Epoch AI (CC BY); pricing & specs from OpenRouter. ECI = Epoch Capabilities Index.