Model comparison
Gemini 3.1 Flash Lite vs Gemini Advanced 0514
Gemini 3.1 Flash Lite is the stronger model overall, scoring 40.8 to 37.7 on the Noometry Index.
Last verified . 17 shared benchmarks.
GoogleSummary
- They share 17 benchmarks with published results for both. Gemini 3.1 Flash Lite scores higher in 7 categories and Gemini Advanced 0514 in 1 category; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Gemini 3.1 Flash Lite leads 60.9 to 48.5.
Side by side
| Gemini 3.1 Flash Lite | Gemini Advanced 0514 | |
|---|---|---|
| Provider | ||
| Noometry Index | 40.8 | 37.7 |
| Released | 2026-03-03 | — |
| Weights | Proprietary | Proprietary |
| Context window | 1.05M | — |
| Max output | 66K | — |
| Input $ / M tokens | $0.25 | — |
| Output $ / M tokens | $1.50 | — |
| Results tracked | 38 | 17 |
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Category by category
Coding Gemini 3.1 Flash Lite leads
Gemini 3.1 Flash Lite: 37.8 (#188), Gemini Advanced 0514: 36.6 (#205)
| Benchmark | Gemini 3.1 Flash Lite | Gemini Advanced 0514 |
|---|---|---|
| LMArena Coding | 1400 | 1255 |
| LMArena WebDev | 1256 | — |
| SciCode | 41.9% | — |
| WeirdML | 52.2% | — |
| ALE-Bench | 797.73 | — |
Agentic & Tool Use Not comparable
Gemini 3.1 Flash Lite: 30.2 (#79), Gemini Advanced 0514: —
| Benchmark | Gemini 3.1 Flash Lite | Gemini Advanced 0514 |
|---|---|---|
| DeepResearch Bench | 37.3% | — |
Reasoning Gemini Advanced 0514 leads
Gemini 3.1 Flash Lite: 22.9 (#186), Gemini Advanced 0514: 24.6 (#160)
| Benchmark | Gemini 3.1 Flash Lite | Gemini Advanced 0514 |
|---|---|---|
| LMArena Hard Prompts | 1407 | 1248 |
| Kagi LLM Benchmark | 67.2% | — |
| NYT Connections (extended) | 8.2% | — |
| CritPt | 1.1% | — |
| Chess Puzzles | 25% | — |
| EnigmaEval | 3% | — |
| Thematic Generalization | 63.3% | — |
| DTBench | 76.8% | — |
| LMCA | 35% | — |
| Epoch Capabilities Index | 144.47 | — |
| ForecastBench | 54.4 | — |
Math Gemini 3.1 Flash Lite leads
Gemini 3.1 Flash Lite: 40.7 (#90), Gemini Advanced 0514: 35.5 (#181)
| Benchmark | Gemini 3.1 Flash Lite | Gemini Advanced 0514 |
|---|---|---|
| LMArena Math | 1428 | 1272 |
| FrontierMath (Tiers 1-3) | 27.7% | — |
| OTIS Mock AIME 2024-2025 | 80% | — |
Knowledge Gemini 3.1 Flash Lite leads
Gemini 3.1 Flash Lite: 41.9 (#104), Gemini Advanced 0514: 33.3 (#205)
| Benchmark | Gemini 3.1 Flash Lite | Gemini Advanced 0514 |
|---|---|---|
| LMArena Expert | 1398 | 1215 |
| GPQA Diamond | 81.8% | — |
| Humanity's Last Exam | 8.6% | — |
| Vectara Hallucination Rate | 8.2% | — |
Multimodal Not comparable
Gemini 3.1 Flash Lite: 39.4 (#60), Gemini Advanced 0514: —
| Benchmark | Gemini 3.1 Flash Lite | Gemini Advanced 0514 |
|---|---|---|
| LMArena Vision | 1240 | — |
Multilingual Gemini 3.1 Flash Lite leads
Gemini 3.1 Flash Lite: 52.3 (#86), Gemini Advanced 0514: 42.6 (#192)
| Benchmark | Gemini 3.1 Flash Lite | Gemini Advanced 0514 |
|---|---|---|
| LMArena Non-English | 1411 | 1274 |
| LMArena Chinese | 1461 | 1274 |
| LMArena French | 1424 | 1307 |
| LMArena German | 1429 | 1275 |
| LMArena Japanese | 1413 | 1242 |
| LMArena Korean | 1392 | 1232 |
| LMArena Russian | 1420 | 1283 |
| LMArena Spanish | 1421 | 1242 |
Instruction Following Gemini 3.1 Flash Lite leads
Gemini 3.1 Flash Lite: 72.7 (#131), Gemini Advanced 0514: 66.0 (#212)
| Benchmark | Gemini 3.1 Flash Lite | Gemini Advanced 0514 |
|---|---|---|
| LMArena Instruction Following | 1377 | 1253 |
Long Context Gemini 3.1 Flash Lite leads
Gemini 3.1 Flash Lite: 42.5 (#122), Gemini Advanced 0514: 38.0 (#207)
| Benchmark | Gemini 3.1 Flash Lite | Gemini Advanced 0514 |
|---|---|---|
| LMArena Longer Query | 1394 | 1253 |
Writing & Preference Gemini 3.1 Flash Lite leads
Gemini 3.1 Flash Lite: 60.9 (#94), Gemini Advanced 0514: 48.5 (#200)
| Benchmark | Gemini 3.1 Flash Lite | Gemini Advanced 0514 |
|---|---|---|
| LMArena Text | 1416 | 1279 |
| LMArena Creative Writing | 1401 | 1284 |
| LMArena Multi-Turn | 1417 | 1269 |
Frequently asked questions
Is Gemini 3.1 Flash Lite better than Gemini Advanced 0514?
Gemini 3.1 Flash Lite is the stronger model overall, scoring 40.8 to 37.7 on the Noometry Index.
Is Gemini 3.1 Flash Lite or Gemini Advanced 0514 better for coding?
Gemini 3.1 Flash Lite scores higher on coding benchmarks: 37.8 versus 36.6 in the Noometry coding category.
How many benchmarks do Gemini 3.1 Flash Lite and Gemini Advanced 0514 share?
17 benchmarks have published results for both models. Gemini 3.1 Flash Lite has 38 scored results on Noometry and Gemini Advanced 0514 has 17.