Model comparison
Gemini 3.5 Flash Lite vs Llama 2-7B
Gemini 3.5 Flash Lite is the stronger model overall, scoring 41.5 to 29.1 on the Noometry Index.
Last verified . 17 shared benchmarks.
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MetaSummary
- They share 17 benchmarks with published results for both. Gemini 3.5 Flash Lite scores higher in 7 categories and Llama 2-7B in 1 category; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Gemini 3.5 Flash Lite leads 64.2 to 28.0.
- The biggest single-benchmark swing is Chess Puzzles: 22% for Gemini 3.5 Flash Lite and 0% for Llama 2-7B.
- Llama 2-7B has downloadable open weights; the other is API-only.
Side by side
| Gemini 3.5 Flash Lite | Llama 2-7B | |
|---|---|---|
| Provider | Meta | |
| Noometry Index | 41.5 | 29.1 |
| Released | 2026-07-21 | 2023-07-18 |
| Weights | Proprietary | Open |
| Context window | 1.05M | — |
| Max output | 66K | — |
| Input $ / M tokens | $0.30 | — |
| Output $ / M tokens | $2.50 | — |
| Results tracked | 39 | 29 |
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Category by category
Coding Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 42.4 (#104), Llama 2-7B: 29.2 (#307)
| Benchmark | Gemini 3.5 Flash Lite | Llama 2-7B |
|---|---|---|
| LMArena Coding | 1453 | 1002 |
| 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), Llama 2-7B: —
| Benchmark | Gemini 3.5 Flash Lite | Llama 2-7B |
|---|---|---|
| APEX-Agents | 29.3% | — |
| GDP.pdf | 10% | — |
Reasoning Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 27.8 (#114), Llama 2-7B: 15.7 (#312)
| Benchmark | Gemini 3.5 Flash Lite | Llama 2-7B |
|---|---|---|
| Chess Puzzles | 22% | 0% |
| LMArena Hard Prompts | 1441 | 1009 |
| Epoch Capabilities Index | 145.13 | 99.06 |
| ARC-AGI-2 | 10.3% | — |
| NYT Connections (extended) | 60.4% | — |
| ARC-AGI-1 | 53.5% | — |
| CritPt | 0% | — |
| Mystery Game Puzzles | 19% | — |
| DTBench | 83.5% | — |
| LMCA | 37.6% | — |
| BIG-Bench Hard | — | 39.2% |
| HellaSwag | — | 77.2% |
| LAMBADA | — | 73.3% |
| PIQA | — | 78.8% |
| WinoGrande | — | 69.2% |
Math Llama 2-7B leads
Gemini 3.5 Flash Lite: 25.9 (#264), Llama 2-7B: 30.7 (#233)
| Benchmark | Gemini 3.5 Flash Lite | Llama 2-7B |
|---|---|---|
| LMArena Math | 1433 | 1042 |
| FrontierMath (Tiers 1-3) | 26% | — |
| FrontierMath Tier 4 | 0% | — |
| OTIS Mock AIME 2024-2025 | 71.1% | — |
| ProofBench | 13% | — |
| GSM8K | — | 16.7% |
Knowledge Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 50.1 (#72), Llama 2-7B: 28.2 (#248)
| Benchmark | Gemini 3.5 Flash Lite | Llama 2-7B |
|---|---|---|
| LMArena Expert | 1435 | 1036 |
| GPQA Diamond | 83.3% | — |
| ARC (AI2) Challenge | — | 45.9% |
| BoolQ | — | 77.9% |
| MMLU | — | 45.8% |
| OpenBookQA | — | 58.6% |
| TriviaQA | — | 73.7% |
Multimodal Not comparable
Gemini 3.5 Flash Lite: 41.1 (#40), Llama 2-7B: —
| Benchmark | Gemini 3.5 Flash Lite | Llama 2-7B |
|---|---|---|
| LMArena Vision | 1268 | — |
| ScienceQA | — | 43.1% |
Multilingual Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 53.5 (#63), Llama 2-7B: 23.8 (#293)
| Benchmark | Gemini 3.5 Flash Lite | Llama 2-7B |
|---|---|---|
| LMArena Non-English | 1427 | 973 |
| LMArena Chinese | 1469 | 973 |
| LMArena French | 1451 | 970 |
| LMArena German | 1454 | 978 |
| LMArena Russian | 1443 | 995 |
| LMArena Spanish | 1442 | 1007 |
| LMArena Japanese | 1427 | — |
| LMArena Korean | 1407 | — |
Instruction Following Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 74.8 (#85), Llama 2-7B: 50.8 (#298)
| Benchmark | Gemini 3.5 Flash Lite | Llama 2-7B |
|---|---|---|
| LMArena Instruction Following | 1420 | 1006 |
Long Context Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 43.9 (#84), Llama 2-7B: 30.4 (#287)
| Benchmark | Gemini 3.5 Flash Lite | Llama 2-7B |
|---|---|---|
| LMArena Longer Query | 1435 | 999 |
Writing & Preference Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 64.2 (#57), Llama 2-7B: 28.0 (#298)
| Benchmark | Gemini 3.5 Flash Lite | Llama 2-7B |
|---|---|---|
| LMArena Text | 1435 | 1053 |
| LMArena Creative Writing | 1420 | 1033 |
| LMArena Multi-Turn | 1445 | 1029 |
| EQ-Bench Creative Writing | 1559 | — |
Frequently asked questions
Is Gemini 3.5 Flash Lite better than Llama 2-7B?
Gemini 3.5 Flash Lite is the stronger model overall, scoring 41.5 to 29.1 on the Noometry Index.
Is Gemini 3.5 Flash Lite or Llama 2-7B better for coding?
Gemini 3.5 Flash Lite scores higher on coding benchmarks: 42.4 versus 29.2 in the Noometry coding category.
How many benchmarks do Gemini 3.5 Flash Lite and Llama 2-7B share?
17 benchmarks have published results for both models. Gemini 3.5 Flash Lite has 39 scored results on Noometry and Llama 2-7B has 29.