Model comparison
Gemini 3.5 Flash Lite vs GPT-5.4 nano
Gemini 3.5 Flash Lite and GPT-5.4 nano score almost the same on the Noometry Index (41.5 vs 41.9), so choose on price, context window or the category you care about most.
Last verified . 34 shared benchmarks.
GoogleSummary
- They share 34 benchmarks with published results for both. Gemini 3.5 Flash Lite scores higher in 7 categories and GPT-5.4 nano in 2 categories; 9 gaps are clear of the uncertainty.
- The widest gap is in math, where GPT-5.4 nano leads 40.9 to 25.9.
- The biggest single-benchmark swing is FrontierMath (Tiers 1-3): 26% for Gemini 3.5 Flash Lite and 44.9% for GPT-5.4 nano.
- GPT-5.4 nano is cheaper at $0.20 / $1.25 per million input/output tokens, against $0.30 / $2.50 for Gemini 3.5 Flash Lite.
- Gemini 3.5 Flash Lite accepts more context: 1.05M tokens versus 400K.
Side by side
| Gemini 3.5 Flash Lite | GPT-5.4 nano | |
|---|---|---|
| Provider | OpenAI | |
| Noometry Index | 41.5 | 41.9 |
| Released | 2026-07-21 | 2026-03-17 |
| Weights | Proprietary | Proprietary |
| Context window | 1.05M | 400K |
| Max output | 66K | 128K |
| Input $ / M tokens | $0.30 | $0.20 |
| Output $ / M tokens | $2.50 | $1.25 |
| Results tracked | 39 | 40 |
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Category by category
Coding GPT-5.4 nano leads
Gemini 3.5 Flash Lite: 42.4 (#104), GPT-5.4 nano: 43.6 (#84)
| Benchmark | Gemini 3.5 Flash Lite | GPT-5.4 nano |
|---|---|---|
| SciCode | 41.3% | 46.9% |
| WeirdML | 39% | 49.2% |
| LMArena Coding | 1453 | 1405 |
| ALE-Bench | 765.27 | 1,005 |
| LMArena WebDev | 1440 | — |
Agentic & Tool Use Not comparable
Gemini 3.5 Flash Lite: 25.7 (#107), GPT-5.4 nano: —
| Benchmark | Gemini 3.5 Flash Lite | GPT-5.4 nano |
|---|---|---|
| APEX-Agents | 29.3% | — |
| GDP.pdf | 10% | — |
Reasoning Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 27.8 (#114), GPT-5.4 nano: 23.7 (#173)
| Benchmark | Gemini 3.5 Flash Lite | GPT-5.4 nano |
|---|---|---|
| ARC-AGI-2 | 10.3% | 5.7% |
| ARC-AGI-1 | 53.5% | 51.5% |
| CritPt | 0% | 9.3% |
| Chess Puzzles | 22% | 30% |
| LMArena Hard Prompts | 1441 | 1381 |
| Mystery Game Puzzles | 19% | 9% |
| DTBench | 83.5% | 80.3% |
| LMCA | 37.6% | 36.9% |
| Epoch Capabilities Index | 145.13 | 145.81 |
| Kagi LLM Benchmark | — | 39.7% |
| NYT Connections (extended) | 60.4% | — |
| ForecastBench | — | 57.3 |
Math GPT-5.4 nano leads
Gemini 3.5 Flash Lite: 25.9 (#264), GPT-5.4 nano: 40.9 (#88)
| Benchmark | Gemini 3.5 Flash Lite | GPT-5.4 nano |
|---|---|---|
| FrontierMath (Tiers 1-3) | 26% | 44.9% |
| FrontierMath Tier 4 | 0% | 12.2% |
| OTIS Mock AIME 2024-2025 | 71.1% | 87.8% |
| ProofBench | 13% | 5% |
| LMArena Math | 1433 | 1406 |
| FrontierMath (Feb 2025 set) | — | 25.9% |
| FrontierMath Tier 4 (v1) | — | 6.3% |
Knowledge Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 50.1 (#72), GPT-5.4 nano: 41.9 (#103)
| Benchmark | Gemini 3.5 Flash Lite | GPT-5.4 nano |
|---|---|---|
| GPQA Diamond | 83.3% | 78.5% |
| LMArena Expert | 1435 | 1396 |
| SimpleQA Verified | — | 11.7% |
| Vectara Hallucination Rate | — | 3.1% |
Multimodal Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 41.1 (#40), GPT-5.4 nano: 36.7 (#78)
| Benchmark | Gemini 3.5 Flash Lite | GPT-5.4 nano |
|---|---|---|
| LMArena Vision | 1268 | 1196 |
Multilingual Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 53.5 (#63), GPT-5.4 nano: 48.6 (#140)
| Benchmark | Gemini 3.5 Flash Lite | GPT-5.4 nano |
|---|---|---|
| LMArena Non-English | 1427 | 1359 |
| LMArena Chinese | 1469 | 1392 |
| LMArena French | 1451 | 1396 |
| LMArena German | 1454 | 1367 |
| LMArena Japanese | 1427 | 1343 |
| LMArena Korean | 1407 | 1320 |
| LMArena Russian | 1443 | 1363 |
| LMArena Spanish | 1442 | 1371 |
Instruction Following Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 74.8 (#85), GPT-5.4 nano: 71.9 (#144)
| Benchmark | Gemini 3.5 Flash Lite | GPT-5.4 nano |
|---|---|---|
| LMArena Instruction Following | 1420 | 1362 |
Long Context Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 43.9 (#84), GPT-5.4 nano: 41.6 (#137)
| Benchmark | Gemini 3.5 Flash Lite | GPT-5.4 nano |
|---|---|---|
| LMArena Longer Query | 1435 | 1366 |
Writing & Preference Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 64.2 (#57), GPT-5.4 nano: 55.7 (#142)
| Benchmark | Gemini 3.5 Flash Lite | GPT-5.4 nano |
|---|---|---|
| LMArena Text | 1435 | 1372 |
| LMArena Creative Writing | 1420 | 1314 |
| LMArena Multi-Turn | 1445 | 1382 |
| EQ-Bench Creative Writing | 1559 | — |
Frequently asked questions
Is Gemini 3.5 Flash Lite better than GPT-5.4 nano?
Gemini 3.5 Flash Lite and GPT-5.4 nano score almost the same on the Noometry Index (41.5 vs 41.9), so choose on price, context window or the category you care about most.
Which is cheaper, Gemini 3.5 Flash Lite or GPT-5.4 nano?
GPT-5.4 nano is cheaper. It lists at $0.20 per million input tokens and $1.25 per million output tokens; Gemini 3.5 Flash Lite lists at $0.30 and $2.50.
Is Gemini 3.5 Flash Lite or GPT-5.4 nano better for coding?
GPT-5.4 nano scores higher on coding benchmarks: 43.6 versus 42.4 in the Noometry coding category.
Which has the bigger context window?
Gemini 3.5 Flash Lite does, with 1.05M tokens against 400K.
How many benchmarks do Gemini 3.5 Flash Lite and GPT-5.4 nano share?
34 benchmarks have published results for both models. Gemini 3.5 Flash Lite has 39 scored results on Noometry and GPT-5.4 nano has 40.