Model comparison
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.
Last verified . 18 shared benchmarks.
Google
NVIDIASummary
- 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.
Side by side
| Gemini 3.5 Flash Lite | Nemotron 3.5 Lightning | |
|---|---|---|
| Provider | NVIDIA | |
| Noometry Index | 41.5 | 40.0 |
| Released | 2026-07-21 | 2026-08-11 |
| Weights | Proprietary | Open |
| Context window | 1.05M | 262K |
| Max output | 66K | 262K |
| Input $ / M tokens | $0.30 | $0.05 |
| Output $ / M tokens | $2.50 | $0.20 |
| Results tracked | 39 | 18 |
Sponsored placements are available on pages like this one. Advertise on Noometry
Category by category
Coding Gemini 3.5 Flash Lite leads
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 Not comparable
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 Too close to call
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 Nemotron 3.5 Lightning leads
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 leads
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 Not comparable
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 leads
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 leads
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 leads
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 leads
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 |
Frequently asked questions
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.