Model comparison

Claude 2.1 vs Gemma 2 27B

Gemma 2 27B is the stronger model overall, scoring 29.4 to 25.2 on the Noometry Index.

Last verified . 5 shared benchmarks.

Claude 2.1 Anthropic

25.2

Rank #345 Reported

Gemma 2 27B Google

29.4

Rank #312 Confirmed

Summary

  • They share 5 benchmarks with published results for both. Claude 2.1 scores higher in 1 category and Gemma 2 27B in 3 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in coding, where Gemma 2 27B leads 34.1 to 26.2.
  • Gemma 2 27B has downloadable open weights; the other is API-only.

Side by side

Claude 2.1 and Gemma 2 27B specifications
Claude 2.1Gemma 2 27B
ProviderAnthropicGoogle
Noometry Index25.229.4
Released2023-11-212024-06-24
WeightsProprietaryOpen
Context window—8K
Max output—2K
Input $ / M tokens—$0.65
Output $ / M tokens—$0.65
Results tracked734

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Category by category

Coding Gemma 2 27B leads

Claude 2.1: 26.2 (#327), Gemma 2 27B: 34.1 (#246)

Coding benchmarks
BenchmarkClaude 2.1Gemma 2 27B
WeirdML7.1%—
BigCodeBench Instruct—42.8%
LiveBench Coding—36%
LMArena Coding—1211
BigCodeBench Complete—52.5%

Reasoning Claude 2.1 leads

Claude 2.1: 21.4 (#221), Gemma 2 27B: 15.3 (#315)

Reasoning benchmarks
BenchmarkClaude 2.1Gemma 2 27B
DTBench51%48%
Epoch Capabilities Index119.27122.08
LiveBench Reasoning—28.1%
LMArena Hard Prompts—1198
LiveBench Data Analysis—47.9%
LMCA—7.1%
ForecastBench54.2—
LiveBench—38.2%

Math Too close to call

Claude 2.1: 10.2 (#315), Gemma 2 27B: 10.7 (#311)

Math benchmarks
BenchmarkClaude 2.1Gemma 2 27B
OTIS Mock AIME 2024-20251.9%1.4%
LiveBench Math—26.5%
LMArena Math—1212
MATH Level 5—27.9%

Knowledge Gemma 2 27B leads

Claude 2.1: 15.4 (#292), Gemma 2 27B: 19.0 (#280)

Knowledge benchmarks
BenchmarkClaude 2.1Gemma 2 27B
GPQA Diamond33%36.5%
MMLU73.5%75.7%
Confabulations—27.1%
LMArena Expert—1172

Multilingual Not comparable

Claude 2.1: —, Gemma 2 27B: 38.6 (#226)

Multilingual benchmarks
BenchmarkClaude 2.1Gemma 2 27B
LMArena Non-English—1217
LMArena Chinese—1221
LMArena French—1247
LMArena German—1209
LMArena Japanese—1175
LMArena Korean—1174
LMArena Russian—1234
LMArena Spanish—1228

Instruction Following Not comparable

Claude 2.1: —, Gemma 2 27B: 60.5 (#249)

Instruction Following benchmarks
BenchmarkClaude 2.1Gemma 2 27B
LiveBench Instruction Following—58.1%
LMArena Instruction Following—1206

Long Context Not comparable

Claude 2.1: —, Gemma 2 27B: 37.3 (#218)

Long Context benchmarks
BenchmarkClaude 2.1Gemma 2 27B
LMArena Longer Query—1231

Writing & Preference Not comparable

Claude 2.1: —, Gemma 2 27B: 44.2 (#225)

Writing & Preference benchmarks
BenchmarkClaude 2.1Gemma 2 27B
LMArena Text—1231
LMArena Creative Writing—1241
LMArena Multi-Turn—1224
LiveBench Language—32.6%

Frequently asked questions

Is Claude 2.1 better than Gemma 2 27B?

Gemma 2 27B is the stronger model overall, scoring 29.4 to 25.2 on the Noometry Index.

Is Claude 2.1 or Gemma 2 27B better for coding?

Gemma 2 27B scores higher on coding benchmarks: 34.1 versus 26.2 in the Noometry coding category.

How many benchmarks do Claude 2.1 and Gemma 2 27B share?

5 benchmarks have published results for both models. Claude 2.1 has 7 scored results on Noometry and Gemma 2 27B has 34.

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