Model comparison

Gemini 1.0 Pro vs Nova 2.0 Pro Preview

Nova 2.0 Pro Preview is the stronger model overall, scoring 32.8 to 27.1 on the Noometry Index.

Last verified . 0 shared benchmarks.

Gemini 1.0 Pro Google

27.1

Rank #327 Confirmed

Nova 2.0 Pro Preview Amazon

32.8

Rank #241 Reported

Summary

  • The widest gap is in coding, where Nova 2.0 Pro Preview leads 40.2 to 31.6.

Side by side

Gemini 1.0 Pro and Nova 2.0 Pro Preview specifications
Gemini 1.0 ProNova 2.0 Pro Preview
ProviderGoogleAmazon
Noometry Index27.132.8
Released2023-12-132025-12-02
WeightsProprietaryProprietary
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked243

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Category by category

Coding Nova 2.0 Pro Preview leads

Gemini 1.0 Pro: 31.6 (#270), Nova 2.0 Pro Preview: 40.2 (#130)

Coding benchmarks
BenchmarkGemini 1.0 ProNova 2.0 Pro Preview
SciCode—42.7%
LMArena Coding1108—
HumanEval+55.5%—
MBPP+61.4%—

Agentic & Tool Use Not comparable

Gemini 1.0 Pro: —, Nova 2.0 Pro Preview: 21.9 (#127)

Agentic & Tool Use benchmarks
BenchmarkGemini 1.0 ProNova 2.0 Pro Preview
GDP.pdf—2%

Reasoning Nova 2.0 Pro Preview leads

Gemini 1.0 Pro: 16.4 (#292), Nova 2.0 Pro Preview: 21.7 (#189)

Reasoning benchmarks
BenchmarkGemini 1.0 ProNova 2.0 Pro Preview
CritPt—0%
LMArena Hard Prompts1109—
DTBench45.9%—
Epoch Capabilities Index116.97—

Math Not comparable

Gemini 1.0 Pro: 8.7 (#315), Nova 2.0 Pro Preview: —

Math benchmarks
BenchmarkGemini 1.0 ProNova 2.0 Pro Preview
OTIS Mock AIME 2024-20251.1%—
LMArena Math1132—
MATH Level 511.2%—

Knowledge Not comparable

Gemini 1.0 Pro: 15.5 (#286), Nova 2.0 Pro Preview: —

Knowledge benchmarks
BenchmarkGemini 1.0 ProNova 2.0 Pro Preview
GPQA Diamond34%—
LMArena Expert1059—
MMLU70%—

Multilingual Not comparable

Gemini 1.0 Pro: 33.5 (#247), Nova 2.0 Pro Preview: —

Multilingual benchmarks
BenchmarkGemini 1.0 ProNova 2.0 Pro Preview
LMArena Non-English1138—
LMArena Chinese1124—
LMArena French1144—
LMArena German1125—
LMArena Japanese1023—
LMArena Russian1186—
LMArena Spanish1118—

Instruction Following Not comparable

Gemini 1.0 Pro: 57.9 (#262), Nova 2.0 Pro Preview: —

Instruction Following benchmarks
BenchmarkGemini 1.0 ProNova 2.0 Pro Preview
LMArena Instruction Following1114—

Long Context Not comparable

Gemini 1.0 Pro: 34.3 (#244), Nova 2.0 Pro Preview: —

Long Context benchmarks
BenchmarkGemini 1.0 ProNova 2.0 Pro Preview
LMArena Longer Query1132—

Writing & Preference Not comparable

Gemini 1.0 Pro: 36.2 (#259), Nova 2.0 Pro Preview: —

Writing & Preference benchmarks
BenchmarkGemini 1.0 ProNova 2.0 Pro Preview
LMArena Text1149—
LMArena Creative Writing1130—
LMArena Multi-Turn1139—

Frequently asked questions

Is Gemini 1.0 Pro better than Nova 2.0 Pro Preview?

Nova 2.0 Pro Preview is the stronger model overall, scoring 32.8 to 27.1 on the Noometry Index.

Is Gemini 1.0 Pro or Nova 2.0 Pro Preview better for coding?

Nova 2.0 Pro Preview scores higher on coding benchmarks: 40.2 versus 31.6 in the Noometry coding category.

How many benchmarks do Gemini 1.0 Pro and Nova 2.0 Pro Preview share?

0 benchmarks have published results for both models. Gemini 1.0 Pro has 24 scored results on Noometry and Nova 2.0 Pro Preview has 3.

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