Model comparison
Gemini 1.0 Pro vs Nova 2 Lite
Nova 2 Lite is the stronger model overall, scoring 39.0 to 27.1 on the Noometry Index.
Last verified . 16 shared benchmarks.
GoogleSummary
- They share 16 benchmarks with published results for both. Gemini 1.0 Pro scores higher in 0 categories and Nova 2 Lite in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Nova 2 Lite leads 42.5 to 15.5.
Side by side
| Gemini 1.0 Pro | Nova 2 Lite | |
|---|---|---|
| Provider | Amazon | |
| Noometry Index | 27.1 | 39.0 |
| Released | 2023-12-13 | 2025-12-01 |
| Weights | Proprietary | Proprietary |
| Context window | — | 1M |
| Max output | — | 64K |
| Input $ / M tokens | — | $0.30 |
| Output $ / M tokens | — | $2.50 |
| Results tracked | 24 | 19 |
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Category by category
Coding Nova 2 Lite leads
Gemini 1.0 Pro: 31.6 (#270), Nova 2 Lite: 40.1 (#131)
| Benchmark | Gemini 1.0 Pro | Nova 2 Lite |
|---|---|---|
| LMArena Coding | 1108 | 1386 |
| HumanEval+ | 55.5% | — |
| MBPP+ | 61.4% | — |
Agentic & Tool Use Not comparable
Gemini 1.0 Pro: —, Nova 2 Lite: 23.9 (#114)
| Benchmark | Gemini 1.0 Pro | Nova 2 Lite |
|---|---|---|
| Berkeley Function Calling Leaderboard | — | 27.1% |
Reasoning Nova 2 Lite leads
Gemini 1.0 Pro: 16.4 (#292), Nova 2 Lite: 26.4 (#120)
| Benchmark | Gemini 1.0 Pro | Nova 2 Lite |
|---|---|---|
| LMArena Hard Prompts | 1109 | 1364 |
| DTBench | 45.9% | — |
| Epoch Capabilities Index | 116.97 | — |
Math Nova 2 Lite leads
Gemini 1.0 Pro: 8.7 (#315), Nova 2 Lite: 34.8 (#154)
| Benchmark | Gemini 1.0 Pro | Nova 2 Lite |
|---|---|---|
| LMArena Math | 1132 | 1359 |
| OTIS Mock AIME 2024-2025 | 1.1% | — |
| MATH Level 5 | 11.2% | — |
Knowledge Nova 2 Lite leads
Gemini 1.0 Pro: 15.5 (#286), Nova 2 Lite: 42.5 (#88)
| Benchmark | Gemini 1.0 Pro | Nova 2 Lite |
|---|---|---|
| LMArena Expert | 1059 | 1360 |
| GPQA Diamond | 34% | — |
| Vectara Hallucination Rate | — | 5.1% |
| MMLU | 70% | — |
Multilingual Nova 2 Lite leads
Gemini 1.0 Pro: 33.5 (#247), Nova 2 Lite: 47.3 (#148)
| Benchmark | Gemini 1.0 Pro | Nova 2 Lite |
|---|---|---|
| LMArena Non-English | 1138 | 1337 |
| LMArena Chinese | 1124 | 1364 |
| LMArena French | 1144 | 1381 |
| LMArena German | 1125 | 1343 |
| LMArena Japanese | 1023 | 1273 |
| LMArena Russian | 1186 | 1343 |
| LMArena Spanish | 1118 | 1372 |
| LMArena Korean | — | 1284 |
Instruction Following Nova 2 Lite leads
Gemini 1.0 Pro: 57.9 (#262), Nova 2 Lite: 70.7 (#156)
| Benchmark | Gemini 1.0 Pro | Nova 2 Lite |
|---|---|---|
| LMArena Instruction Following | 1114 | 1335 |
Long Context Nova 2 Lite leads
Gemini 1.0 Pro: 34.3 (#244), Nova 2 Lite: 40.6 (#145)
| Benchmark | Gemini 1.0 Pro | Nova 2 Lite |
|---|---|---|
| LMArena Longer Query | 1132 | 1335 |
Writing & Preference Nova 2 Lite leads
Gemini 1.0 Pro: 36.2 (#259), Nova 2 Lite: 54.1 (#150)
| Benchmark | Gemini 1.0 Pro | Nova 2 Lite |
|---|---|---|
| LMArena Text | 1149 | 1362 |
| LMArena Creative Writing | 1130 | 1291 |
| LMArena Multi-Turn | 1139 | 1338 |
Frequently asked questions
Is Gemini 1.0 Pro better than Nova 2 Lite?
Nova 2 Lite is the stronger model overall, scoring 39.0 to 27.1 on the Noometry Index.
Is Gemini 1.0 Pro or Nova 2 Lite better for coding?
Nova 2 Lite scores higher on coding benchmarks: 40.1 versus 31.6 in the Noometry coding category.
How many benchmarks do Gemini 1.0 Pro and Nova 2 Lite share?
16 benchmarks have published results for both models. Gemini 1.0 Pro has 24 scored results on Noometry and Nova 2 Lite has 19.