Model comparison

Gemma 1.1 7b IT vs Yi-34B

Gemma 1.1 7b IT is the stronger model overall, scoring 30.7 to 27.4 on the Noometry Index.

Last verified . 17 shared benchmarks.

Gemma 1.1 7b IT Google

30.7

Rank #275 Confirmed

Yi-34B 01.AI

27.4

Rank #325 Confirmed

Summary

  • They share 17 benchmarks with published results for both. Gemma 1.1 7b IT scores higher in 2 categories and Yi-34B in 6 categories; 6 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Gemma 1.1 7b IT leads 27.8 to 7.5.

Side by side

Gemma 1.1 7b IT and Yi-34B specifications
Gemma 1.1 7b ITYi-34B
ProviderGoogle01.AI
Noometry Index30.727.4
Released—2023-11-02
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked1923

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Category by category

Coding Too close to call

Gemma 1.1 7b IT: 31.0 (#279), Yi-34B: 31.8 (#269)

Coding benchmarks
BenchmarkGemma 1.1 7b ITYi-34B
LMArena Coding10841112
HumanEval+35.4%—
MBPP+45%—

Reasoning Too close to call

Gemma 1.1 7b IT: 19.6 (#235), Yi-34B: 20.3 (#222)

Reasoning benchmarks
BenchmarkGemma 1.1 7b ITYi-34B
LMArena Hard Prompts10711104
BIG-Bench Hard—71.7%
Epoch Capabilities Index—117.28

Math Gemma 1.1 7b IT leads

Gemma 1.1 7b IT: 29.5 (#217), Yi-34B: 19.8 (#277)

Math benchmarks
BenchmarkGemma 1.1 7b ITYi-34B
LMArena Math11071114
MATH Level 5—5.1%
GSM8K—76%

Knowledge Gemma 1.1 7b IT leads

Gemma 1.1 7b IT: 27.8 (#242), Yi-34B: 7.5 (#304)

Knowledge benchmarks
BenchmarkGemma 1.1 7b ITYi-34B
LMArena Expert10391061
GPQA Diamond—14.7%
MMLU—76.3%

Multilingual Yi-34B leads

Gemma 1.1 7b IT: 28.3 (#268), Yi-34B: 29.9 (#259)

Multilingual benchmarks
BenchmarkGemma 1.1 7b ITYi-34B
LMArena Non-English10521079
LMArena Chinese10601175
LMArena French10641080
LMArena German10541042
LMArena Japanese971993
LMArena Korean988959
LMArena Russian10461050
LMArena Spanish10491070

Instruction Following Yi-34B leads

Gemma 1.1 7b IT: 54.3 (#278), Yi-34B: 56.4 (#269)

Instruction Following benchmarks
BenchmarkGemma 1.1 7b ITYi-34B
LMArena Instruction Following10571091

Long Context Yi-34B leads

Gemma 1.1 7b IT: 32.0 (#267), Yi-34B: 33.2 (#259)

Long Context benchmarks
BenchmarkGemma 1.1 7b ITYi-34B
LMArena Longer Query10561094

Writing & Preference Yi-34B leads

Gemma 1.1 7b IT: 30.6 (#283), Yi-34B: 34.3 (#268)

Writing & Preference benchmarks
BenchmarkGemma 1.1 7b ITYi-34B
LMArena Text10941129
LMArena Creative Writing10591108
LMArena Multi-Turn10401113

Frequently asked questions

Is Gemma 1.1 7b IT better than Yi-34B?

Gemma 1.1 7b IT is the stronger model overall, scoring 30.7 to 27.4 on the Noometry Index.

Is Gemma 1.1 7b IT or Yi-34B better for coding?

They score almost the same on coding (31.0 vs 31.8); test both on your own repository before choosing.

How many benchmarks do Gemma 1.1 7b IT and Yi-34B share?

17 benchmarks have published results for both models. Gemma 1.1 7b IT has 19 scored results on Noometry and Yi-34B has 23.

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