Model comparison

Gemma 3 12B vs Mercury

Mercury is the stronger model overall, scoring 37.6 to 32.1 on the Noometry Index.

Last verified . 8 shared benchmarks.

Gemma 3 12B Google

32.1

Rank #262 Confirmed

Mercury Inception

37.6

Rank #199 Confirmed

Summary

  • They share 8 benchmarks with published results for both. Gemma 3 12B scores higher in 4 categories and Mercury in 2 categories; 6 gaps are clear of the uncertainty.
  • The widest gap is in coding, where Mercury leads 38.7 to 31.7.
  • Gemma 3 12B has downloadable open weights; the other is API-only.

Side by side

Gemma 3 12B and Mercury specifications
Gemma 3 12BMercury
ProviderGoogleInception
Noometry Index32.137.6
Released2025-03-12—
WeightsOpenProprietary
Context window131K—
Max output8K—
Input $ / M tokens$0.05—
Output $ / M tokens$0.15—
Results tracked249

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Category by category

Coding Mercury leads

Gemma 3 12B: 31.7 (#280), Mercury: 38.7 (#170)

Coding benchmarks
BenchmarkGemma 3 12BMercury
LMArena Coding12811322
SciCode17.4%—

Agentic & Tool Use Not comparable

Gemma 3 12B: 25.5 (#108), Mercury: —

Agentic & Tool Use benchmarks
BenchmarkGemma 3 12BMercury
Berkeley Function Calling Leaderboard30.4%—

Reasoning Mercury leads

Gemma 3 12B: 15.7 (#313), Mercury: 17.5 (#293)

Reasoning benchmarks
BenchmarkGemma 3 12BMercury
LMArena Hard Prompts13091285
Kagi LLM Benchmark—21.6%
CritPt0%—
Chess Puzzles0%—
DTBench48.8%—
LMCA4.5%—
Epoch Capabilities Index123.5—

Math Not comparable

Gemma 3 12B: 22.3 (#279), Mercury: —

Math benchmarks
BenchmarkGemma 3 12BMercury
OTIS Mock AIME 2024-202516.7%—
LMArena Math1307—

Knowledge Not comparable

Gemma 3 12B: 26.5 (#257), Mercury: —

Knowledge benchmarks
BenchmarkGemma 3 12BMercury
GPQA Diamond39.5%—
Vectara Hallucination Rate4.4%—
LMArena Expert1248—

Multimodal Not comparable

Gemma 3 12B: —, Mercury: —

Multimodal benchmarks
BenchmarkGemma 3 12BMercury
MindCube46.7%—

Multilingual Gemma 3 12B leads

Gemma 3 12B: 45.7 (#165), Mercury: 41.6 (#206)

Multilingual benchmarks
BenchmarkGemma 3 12BMercury
LMArena Non-English13181260
LMArena German1370—
LMArena Russian1335—

Instruction Following Gemma 3 12B leads

Gemma 3 12B: 68.6 (#186), Mercury: 65.2 (#224)

Instruction Following benchmarks
BenchmarkGemma 3 12BMercury
LMArena Instruction Following12991239

Long Context Gemma 3 12B leads

Gemma 3 12B: 40.0 (#162), Mercury: 38.4 (#198)

Long Context benchmarks
BenchmarkGemma 3 12BMercury
LMArena Longer Query13171266

Writing & Preference Gemma 3 12B leads

Gemma 3 12B: 47.5 (#209), Mercury: 46.2 (#221)

Writing & Preference benchmarks
BenchmarkGemma 3 12BMercury
LMArena Text13341282
LMArena Creative Writing13311191
LMArena Multi-Turn13341282
EQ-Bench Creative Writing1126—

Frequently asked questions

Is Gemma 3 12B better than Mercury?

Mercury is the stronger model overall, scoring 37.6 to 32.1 on the Noometry Index.

Is Gemma 3 12B or Mercury better for coding?

Mercury scores higher on coding benchmarks: 38.7 versus 31.7 in the Noometry coding category.

How many benchmarks do Gemma 3 12B and Mercury share?

8 benchmarks have published results for both models. Gemma 3 12B has 24 scored results on Noometry and Mercury has 9.

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