Model comparison

Gemini 3 Flash Preview vs Nova 2.0 Pro Preview

Gemini 3 Flash Preview is the stronger model overall, scoring 52.3 to 33.4 on the Noometry Index.

Last verified . 1 shared benchmarks.

Gemini 3 Flash Preview Google

52.3

Rank #40 Confirmed

Nova 2.0 Pro Preview Amazon

33.4

Rank #244 Reported

Summary

  • They share 1 benchmark with published results for both. Gemini 3 Flash Preview scores higher in 3 categories and Nova 2.0 Pro Preview in 0 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Gemini 3 Flash Preview leads 49.2 to 22.4.
  • The biggest single-benchmark swing is GDP.pdf: 10% for Gemini 3 Flash Preview and 2% for Nova 2.0 Pro Preview.

Side by side

Gemini 3 Flash Preview and Nova 2.0 Pro Preview specifications
Gemini 3 Flash PreviewNova 2.0 Pro Preview
ProviderGoogleAmazon
Noometry Index52.333.4
Released2025-12-172025-12-02
WeightsProprietaryProprietary
Context window1.05M—
Max output66K—
Input $ / M tokens$0.50—
Output $ / M tokens$3—
Results tracked593

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Category by category

Coding Gemini 3 Flash Preview leads

Gemini 3 Flash Preview: 50.9 (#42), Nova 2.0 Pro Preview: 40.8 (#133)

Coding benchmarks
BenchmarkGemini 3 Flash PreviewNova 2.0 Pro Preview
SWE-bench Verified75.4%—
SWE-bench Verified (bash only)75.8%—
LMArena WebDev1439—
SWE-bench Multilingual72.7%—
SciCode—42.7%
GSO9.8%—
WeirdML61.6%—
LMArena Coding1460—
ALE-Bench1,367—

Agentic & Tool Use Gemini 3 Flash Preview leads

Gemini 3 Flash Preview: 38.7 (#29), Nova 2.0 Pro Preview: 21.9 (#136)

Agentic & Tool Use benchmarks
BenchmarkGemini 3 Flash PreviewNova 2.0 Pro Preview
GDP.pdf10%2%
Terminal-Bench64.3%—
τ²-bench Airline82.5%—
τ²-bench Banking27.3%—
τ²-bench Retail76.8%—
τ²-bench Telecom91.2%—
DeepResearch Bench49.8%—
BALROG48.1%—
LMArena Search1198—
Vending-Bench 23,635—

Reasoning Gemini 3 Flash Preview leads

Gemini 3 Flash Preview: 49.2 (#37), Nova 2.0 Pro Preview: 22.4 (#194)

Reasoning benchmarks
BenchmarkGemini 3 Flash PreviewNova 2.0 Pro Preview
ARC-AGI-233.6%—
SimpleBench61.1%—
NYT Connections (extended)83.1%—
ARC-AGI-184.7%—
CritPt—0%
Chess Puzzles40%—
LMArena Hard Prompts1465—
Mystery Game Puzzles26%—
DTBench89.1%—
LMCA43.1%—
Epoch Capabilities Index151.8—
ForecastBench58.5—

Math Not comparable

Gemini 3 Flash Preview: 51.7 (#55), Nova 2.0 Pro Preview: —

Math benchmarks
BenchmarkGemini 3 Flash PreviewNova 2.0 Pro Preview
FrontierMath (Tiers 1-3)51.2%—
FrontierMath Tier 417.1%—
MathArena Final-Answer Competitions67.6%—
OTIS Mock AIME 2024-202595.6%—
ProofBench15%—
LMArena Math1473—
FrontierMath (Feb 2025 set)35.6%—
FrontierMath Tier 4 (v1)4.2%—

Knowledge Not comparable

Gemini 3 Flash Preview: 58.8 (#33), Nova 2.0 Pro Preview: —

Knowledge benchmarks
BenchmarkGemini 3 Flash PreviewNova 2.0 Pro Preview
GPQA Diamond89.4%—
SimpleQA Verified66.8%—
Vectara Hallucination Rate13.5%—
LMArena Expert1462—

Multimodal Not comparable

Gemini 3 Flash Preview: 45.5 (#16), Nova 2.0 Pro Preview: —

Multimodal benchmarks
BenchmarkGemini 3 Flash PreviewNova 2.0 Pro Preview
LMArena Vision1285—
GeoBench88%—
VPCT72.6%—
Blueprint-Bench 20%—
LMArena Document1413—

Multilingual Not comparable

Gemini 3 Flash Preview: 55.7 (#27), Nova 2.0 Pro Preview: —

Multilingual benchmarks
BenchmarkGemini 3 Flash PreviewNova 2.0 Pro Preview
LMArena Non-English1458—
LMArena Chinese1511—
LMArena French1477—
LMArena German1497—
LMArena Japanese1489—
LMArena Korean1443—
LMArena Russian1480—
LMArena Spanish1469—

Instruction Following Not comparable

Gemini 3 Flash Preview: 75.7 (#56), Nova 2.0 Pro Preview: —

Instruction Following benchmarks
BenchmarkGemini 3 Flash PreviewNova 2.0 Pro Preview
LMArena Instruction Following1437—

Long Context Not comparable

Gemini 3 Flash Preview: 44.4 (#67), Nova 2.0 Pro Preview: —

Long Context benchmarks
BenchmarkGemini 3 Flash PreviewNova 2.0 Pro Preview
LMArena Longer Query1452—

Writing & Preference Not comparable

Gemini 3 Flash Preview: 65.5 (#45), Nova 2.0 Pro Preview: —

Writing & Preference benchmarks
BenchmarkGemini 3 Flash PreviewNova 2.0 Pro Preview
LMArena Text1466—
LMArena Creative Writing1457—
LMArena Multi-Turn1471—

Frequently asked questions

Is Gemini 3 Flash Preview better than Nova 2.0 Pro Preview?

Gemini 3 Flash Preview is the stronger model overall, scoring 52.3 to 33.4 on the Noometry Index.

Is Gemini 3 Flash Preview or Nova 2.0 Pro Preview better for coding?

Gemini 3 Flash Preview scores higher on coding benchmarks: 50.9 versus 40.8 in the Noometry coding category.

How many benchmarks do Gemini 3 Flash Preview and Nova 2.0 Pro Preview share?

1 benchmark has published results for both models. Gemini 3 Flash Preview has 59 scored results on Noometry and Nova 2.0 Pro Preview has 3.

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