# Gemini 3.5 Flash Lite vs Nemotron 3.5 Lightning

> Gemini 3.5 Flash Lite is the stronger model overall, scoring 41.5 to 40.0 on the Noometry Index. Nemotron 3.5 Lightning costs 9.7× less per token, which makes it the better buy when Gemini 3.5 Flash Lite's lead doesn't matter for your workload.

- Canonical page: https://noometry.com/compare/gemini-3-5-flash-lite-vs-nemotron-3-5-lightning
- Last updated: 2026-10-10
- Shared benchmarks: 18

## Summary

- They share 18 benchmarks with published results for both. Gemini 3.5 Flash Lite scores higher in 7 categories and Nemotron 3.5 Lightning in 1 category; 7 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Gemini 3.5 Flash Lite leads 64.2 to 48.5.
- Nemotron 3.5 Lightning is cheaper at $0.05 / $0.20 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 262K.
- Nemotron 3.5 Lightning has downloadable open weights; the other is API-only.

## Snapshot

| | Gemini 3.5 Flash Lite | Nemotron 3.5 Lightning |
|---|---|---|
| Provider | Google | NVIDIA |
| Noometry Index | 41.5 | 40.0 |
| Rank | 133 | 155 |
| Context | 1.05M | 262K |
| Input $/M | $0.30 | $0.05 |
| Output $/M | $2.50 | $0.20 |
| Weights | Proprietary | Open |

## Coding

- Gemini 3.5 Flash Lite: 42.4 (#104)
- Nemotron 3.5 Lightning: 40.4 (#141)

| Benchmark | Gemini 3.5 Flash Lite | Nemotron 3.5 Lightning |
|---|---|---|
| LMArena Coding | 1453 | 1375 |
| LMArena WebDev | 1440 | — |
| SciCode | 41.3% | — |
| WeirdML | 39% | — |
| ALE-Bench | 765.27 | — |

## Agentic & Tool Use

- Gemini 3.5 Flash Lite: 25.7 (#107)
- Nemotron 3.5 Lightning: —

| Benchmark | Gemini 3.5 Flash Lite | Nemotron 3.5 Lightning |
|---|---|---|
| APEX-Agents | 29.3% | — |
| GDP.pdf | 10% | — |

## Reasoning

- Gemini 3.5 Flash Lite: 27.8 (#114)
- Nemotron 3.5 Lightning: 26.8 (#127)

| Benchmark | Gemini 3.5 Flash Lite | Nemotron 3.5 Lightning |
|---|---|---|
| LMArena Hard Prompts | 1441 | 1337 |
| ARC-AGI-2 | 10.3% | — |
| NYT Connections (extended) | 60.4% | — |
| ARC-AGI-1 | 53.5% | — |
| CritPt | 0% | — |
| Chess Puzzles | 22% | — |
| Mystery Game Puzzles | 19% | — |
| DTBench | 83.5% | — |
| LMCA | 37.6% | — |
| Epoch Capabilities Index | 145.13 | — |

## Math

- Gemini 3.5 Flash Lite: 25.9 (#264)
- Nemotron 3.5 Lightning: 37.5 (#155)

| Benchmark | Gemini 3.5 Flash Lite | Nemotron 3.5 Lightning |
|---|---|---|
| LMArena Math | 1433 | 1359 |
| FrontierMath (Tiers 1-3) | 26% | — |
| FrontierMath Tier 4 | 0% | — |
| OTIS Mock AIME 2024-2025 | 71.1% | — |
| ProofBench | 13% | — |

## Knowledge

- Gemini 3.5 Flash Lite: 50.1 (#72)
- Nemotron 3.5 Lightning: 37.5 (#154)

| Benchmark | Gemini 3.5 Flash Lite | Nemotron 3.5 Lightning |
|---|---|---|
| LMArena Expert | 1435 | 1356 |
| GPQA Diamond | 83.3% | — |

## Multimodal

- Gemini 3.5 Flash Lite: 41.1 (#40)
- Nemotron 3.5 Lightning: —

| Benchmark | Gemini 3.5 Flash Lite | Nemotron 3.5 Lightning |
|---|---|---|
| LMArena Vision | 1268 | — |

## Multilingual

- Gemini 3.5 Flash Lite: 53.5 (#63)
- Nemotron 3.5 Lightning: 44.0 (#180)

| Benchmark | Gemini 3.5 Flash Lite | Nemotron 3.5 Lightning |
|---|---|---|
| LMArena Non-English | 1427 | 1295 |
| LMArena Chinese | 1469 | 1359 |
| LMArena French | 1451 | 1366 |
| LMArena German | 1454 | 1282 |
| LMArena Japanese | 1427 | 1206 |
| LMArena Korean | 1407 | 1238 |
| LMArena Russian | 1443 | 1253 |
| LMArena Spanish | 1442 | 1345 |

## Instruction Following

- Gemini 3.5 Flash Lite: 74.8 (#85)
- Nemotron 3.5 Lightning: 69.6 (#170)

| Benchmark | Gemini 3.5 Flash Lite | Nemotron 3.5 Lightning |
|---|---|---|
| LMArena Instruction Following | 1420 | 1318 |

## Long Context

- Gemini 3.5 Flash Lite: 43.9 (#84)
- Nemotron 3.5 Lightning: 39.9 (#165)

| Benchmark | Gemini 3.5 Flash Lite | Nemotron 3.5 Lightning |
|---|---|---|
| LMArena Longer Query | 1435 | 1314 |

## Writing & Preference

- Gemini 3.5 Flash Lite: 64.2 (#57)
- Nemotron 3.5 Lightning: 48.5 (#201)

| Benchmark | Gemini 3.5 Flash Lite | Nemotron 3.5 Lightning |
|---|---|---|
| LMArena Text | 1435 | 1327 |
| LMArena Creative Writing | 1420 | 1254 |
| EQ-Bench Creative Writing | 1559 | 1280 |
| LMArena Multi-Turn | 1445 | 1328 |

## FAQ

### Is Gemini 3.5 Flash Lite better than Nemotron 3.5 Lightning?

Gemini 3.5 Flash Lite is the stronger model overall, scoring 41.5 to 40.0 on the Noometry Index. Nemotron 3.5 Lightning costs 9.7× less per token, which makes it the better buy when Gemini 3.5 Flash Lite's lead doesn't matter for your workload.

### Which is cheaper, Gemini 3.5 Flash Lite or Nemotron 3.5 Lightning?

Nemotron 3.5 Lightning is cheaper. It lists at $0.05 per million input tokens and $0.20 per million output tokens; Gemini 3.5 Flash Lite lists at $0.30 and $2.50.

### Is Gemini 3.5 Flash Lite or Nemotron 3.5 Lightning better for coding?

Gemini 3.5 Flash Lite scores higher on coding benchmarks: 42.4 versus 40.4 in the Noometry coding category.

### Which has the bigger context window?

Gemini 3.5 Flash Lite does, with 1.05M tokens against 262K.

### How many benchmarks do Gemini 3.5 Flash Lite and Nemotron 3.5 Lightning share?

18 benchmarks have published results for both models. Gemini 3.5 Flash Lite has 39 scored results on Noometry and Nemotron 3.5 Lightning has 18.