Model comparison

Gemma 2 27B vs Yi-Large

Gemma 2 27B has enough public results to be ranked (#312); Yi-Large does not yet, so treat this comparison as directional.

Last verified . 3 shared benchmarks.

Gemma 2 27B Google

29.4

Rank #312 Confirmed

Yi-Large 01.AI

38.1

Unranked Sparse

Summary

  • They share 3 benchmarks with published results for both. Gemma 2 27B scores higher in 0 categories and Yi-Large in 1 category; one gap is clear of the uncertainty.
  • The biggest single-benchmark swing is BigCodeBench Complete: 52.5% for Gemma 2 27B and 47.2% for Yi-Large.
  • Gemma 2 27B has downloadable open weights; the other is API-only.

Side by side

Gemma 2 27B and Yi-Large specifications
Gemma 2 27BYi-Large
ProviderGoogle01.AI
Noometry Index29.438.1
Released2024-06-242024-05-13
WeightsOpenProprietary
Context window8K—
Max output2K—
Input $ / M tokens$0.65—
Output $ / M tokens$0.65—
Results tracked343

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Category by category

Coding Yi-Large leads

Gemma 2 27B: 34.1 (#246), Yi-Large: 36.7 (#203)

Coding benchmarks
BenchmarkGemma 2 27BYi-Large
BigCodeBench Instruct42.8%37.7%
BigCodeBench Complete52.5%47.2%
LiveBench Coding36%—
LMArena Coding1211—

Reasoning Not comparable

Gemma 2 27B: 15.3 (#315), Yi-Large: —

Reasoning benchmarks
BenchmarkGemma 2 27BYi-Large
LiveBench Reasoning28.1%—
LMArena Hard Prompts1198—
DTBench48%—
LiveBench Data Analysis47.9%—
LMCA7.1%—
Epoch Capabilities Index122.08—
LiveBench38.2%—

Math Not comparable

Gemma 2 27B: 10.7 (#311), Yi-Large: —

Math benchmarks
BenchmarkGemma 2 27BYi-Large
OTIS Mock AIME 2024-20251.4%—
LiveBench Math26.5%—
LMArena Math1212—
MATH Level 527.9%—

Knowledge Not comparable

Gemma 2 27B: 19.0 (#280), Yi-Large: —

Knowledge benchmarks
BenchmarkGemma 2 27BYi-Large
MMLU75.7%79.3%
GPQA Diamond36.5%—
Confabulations27.1%—
LMArena Expert1172—

Multilingual Not comparable

Gemma 2 27B: 38.6 (#226), Yi-Large: —

Multilingual benchmarks
BenchmarkGemma 2 27BYi-Large
LMArena Non-English1217—
LMArena Chinese1221—
LMArena French1247—
LMArena German1209—
LMArena Japanese1175—
LMArena Korean1174—
LMArena Russian1234—
LMArena Spanish1228—

Instruction Following Not comparable

Gemma 2 27B: 60.5 (#249), Yi-Large: —

Instruction Following benchmarks
BenchmarkGemma 2 27BYi-Large
LiveBench Instruction Following58.1%—
LMArena Instruction Following1206—

Long Context Not comparable

Gemma 2 27B: 37.3 (#218), Yi-Large: —

Long Context benchmarks
BenchmarkGemma 2 27BYi-Large
LMArena Longer Query1231—

Writing & Preference Not comparable

Gemma 2 27B: 44.2 (#225), Yi-Large: —

Writing & Preference benchmarks
BenchmarkGemma 2 27BYi-Large
LMArena Text1231—
LMArena Creative Writing1241—
LMArena Multi-Turn1224—
LiveBench Language32.6%—

Frequently asked questions

Is Gemma 2 27B better than Yi-Large?

Gemma 2 27B has enough public results to be ranked (#312); Yi-Large does not yet, so treat this comparison as directional.

Is Gemma 2 27B or Yi-Large better for coding?

Yi-Large scores higher on coding benchmarks: 36.7 versus 34.1 in the Noometry coding category.

How many benchmarks do Gemma 2 27B and Yi-Large share?

3 benchmarks have published results for both models. Gemma 2 27B has 34 scored results on Noometry and Yi-Large has 3.

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