Model comparison
Gemini 3.5 Flash Lite vs Nemotron 4 340b Instruct
Gemini 3.5 Flash Lite is the stronger model overall, scoring 41.8 to 35.3 on the Noometry Index.
Last verified . 17 shared benchmarks.
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NVIDIASummary
- They share 17 benchmarks with published results for both. Gemini 3.5 Flash Lite scores higher in 7 categories and Nemotron 4 340b Instruct in 1 category; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Gemini 3.5 Flash Lite leads 64.4 to 42.9.
- Nemotron 4 340b Instruct has downloadable open weights; the other is API-only.
Side by side
| Gemini 3.5 Flash Lite | Nemotron 4 340b Instruct | |
|---|---|---|
| Provider | NVIDIA | |
| Noometry Index | 41.8 | 35.3 |
| Released | 2026-07-21 | 2024-06-14 |
| Weights | Proprietary | Open |
| Context window | 1.05M | — |
| Max output | 66K | — |
| Input $ / M tokens | $0.30 | — |
| Output $ / M tokens | $2.50 | — |
| Results tracked | 38 | 17 |
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Category by category
Coding Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 42.1 (#96), Nemotron 4 340b Instruct: 34.6 (#223)
| Benchmark | Gemini 3.5 Flash Lite | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Coding | 1455 | 1209 |
| LMArena WebDev | 1440 | — |
| SciCode | 41.3% | — |
| WeirdML | 39% | — |
| ALE-Bench | 765.27 | — |
Agentic & Tool Use Not comparable
Gemini 3.5 Flash Lite: 28.6 (#82), Nemotron 4 340b Instruct: —
| Benchmark | Gemini 3.5 Flash Lite | Nemotron 4 340b Instruct |
|---|---|---|
| GDP.pdf | 10% | — |
Reasoning Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 27.8 (#95), Nemotron 4 340b Instruct: 22.4 (#180)
| Benchmark | Gemini 3.5 Flash Lite | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1441 | 1202 |
| 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 | 145.12 | — |
Math Nemotron 4 340b Instruct leads
Gemini 3.5 Flash Lite: 25.7 (#245), Nemotron 4 340b Instruct: 31.7 (#193)
| Benchmark | Gemini 3.5 Flash Lite | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Math | 1431 | 1216 |
| 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: 50.0 (#66), Nemotron 4 340b Instruct: 31.4 (#212)
| Benchmark | Gemini 3.5 Flash Lite | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Expert | 1430 | 1171 |
| GPQA Diamond | 83.3% | — |
Multimodal Not comparable
Gemini 3.5 Flash Lite: 40.3 (#38), Nemotron 4 340b Instruct: —
| Benchmark | Gemini 3.5 Flash Lite | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Vision | 1266 | — |
Multilingual Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 53.8 (#59), Nemotron 4 340b Instruct: 38.0 (#228)
| Benchmark | Gemini 3.5 Flash Lite | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Non-English | 1428 | 1206 |
| LMArena Chinese | 1467 | 1214 |
| LMArena French | 1452 | 1196 |
| LMArena German | 1454 | 1192 |
| LMArena Japanese | 1428 | 1128 |
| LMArena Korean | 1406 | 1148 |
| LMArena Russian | 1443 | 1219 |
| LMArena Spanish | 1440 | 1195 |
Instruction Following Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 75.0 (#77), Nemotron 4 340b Instruct: 63.3 (#227)
| Benchmark | Gemini 3.5 Flash Lite | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Instruction Following | 1420 | 1203 |
Long Context Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 43.8 (#80), Nemotron 4 340b Instruct: 37.1 (#216)
| Benchmark | Gemini 3.5 Flash Lite | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Longer Query | 1435 | 1225 |
Writing & Preference Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 64.4 (#55), Nemotron 4 340b Instruct: 42.9 (#229)
| Benchmark | Gemini 3.5 Flash Lite | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Text | 1436 | 1225 |
| LMArena Creative Writing | 1419 | 1203 |
| LMArena Multi-Turn | 1445 | 1214 |
| EQ-Bench Creative Writing | 1559 | — |
Frequently asked questions
Is Gemini 3.5 Flash Lite better than Nemotron 4 340b Instruct?
Gemini 3.5 Flash Lite is the stronger model overall, scoring 41.8 to 35.3 on the Noometry Index.
Is Gemini 3.5 Flash Lite or Nemotron 4 340b Instruct better for coding?
Gemini 3.5 Flash Lite scores higher on coding benchmarks: 42.1 versus 34.6 in the Noometry coding category.
How many benchmarks do Gemini 3.5 Flash Lite and Nemotron 4 340b Instruct share?
17 benchmarks have published results for both models. Gemini 3.5 Flash Lite has 38 scored results on Noometry and Nemotron 4 340b Instruct has 17.