Model comparison

Gemma 2B vs Palm 2

Gemma 2B and Palm 2 score almost the same on the Noometry Index (29.6 vs 30.0), so choose on price, context window or the category you care about most.

Last verified . 10 shared benchmarks.

Gemma 2B Google

29.6

Rank #307 Confirmed

Palm 2 Google

30.0

Rank #298 Confirmed

Summary

  • They share 10 benchmarks with published results for both. Gemma 2B scores higher in 2 categories and Palm 2 in 5 categories; 3 gaps are clear of the uncertainty.
  • Gemma 2B has downloadable open weights; the other is API-only.

Side by side

Gemma 2B and Palm 2 specifications
Gemma 2BPalm 2
ProviderGoogleGoogle
Noometry Index29.630.0
Released2024-02-21—
WeightsOpenProprietary
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked2310

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Category by category

Coding Too close to call

Gemma 2B: 29.4 (#305), Palm 2: 29.0 (#311)

Coding benchmarks
BenchmarkGemma 2BPalm 2
LMArena Coding1010994
HumanEval+20.7%—
MBPP+34.1%—

Reasoning Too close to call

Gemma 2B: 18.8 (#275), Palm 2: 19.1 (#271)

Reasoning benchmarks
BenchmarkGemma 2BPalm 2
LMArena Hard Prompts9891005
BIG-Bench Hard35.2%—
Epoch Capabilities Index94.2—
HellaSwag71.4%—
PIQA77.3%—
WinoGrande65.4%—

Math Too close to call

Gemma 2B: 30.0 (#239), Palm 2: 30.8 (#231)

Math benchmarks
BenchmarkGemma 2BPalm 2
LMArena Math10091049
GSM8K17.7%—

Knowledge Not comparable

Gemma 2B: —, Palm 2: —

Knowledge benchmarks
BenchmarkGemma 2BPalm 2
ARC (AI2) Challenge42.1%—
BoolQ69.4%—
MMLU42.3%—
TriviaQA53.2%—

Multilingual Gemma 2B leads

Gemma 2B: 23.0 (#294), Palm 2: 20.9 (#295)

Multilingual benchmarks
BenchmarkGemma 2BPalm 2
LMArena Non-English958916
LMArena Chinese986887
LMArena Russian937—

Instruction Following Palm 2 leads

Gemma 2B: 48.5 (#302), Palm 2: 51.0 (#296)

Instruction Following benchmarks
BenchmarkGemma 2BPalm 2
LMArena Instruction Following9701010

Long Context Too close to call

Gemma 2B: 29.9 (#291), Palm 2: 30.8 (#285)

Long Context benchmarks
BenchmarkGemma 2BPalm 2
LMArena Longer Query9811010

Writing & Preference Palm 2 leads

Gemma 2B: 24.0 (#308), Palm 2: 25.6 (#304)

Writing & Preference benchmarks
BenchmarkGemma 2BPalm 2
LMArena Text10021027
LMArena Creative Writing987991
LMArena Multi-Turn945994

Frequently asked questions

Is Gemma 2B better than Palm 2?

Gemma 2B and Palm 2 score almost the same on the Noometry Index (29.6 vs 30.0), so choose on price, context window or the category you care about most.

Is Gemma 2B or Palm 2 better for coding?

They score almost the same on coding (29.4 vs 29.0); test both on your own repository before choosing.

How many benchmarks do Gemma 2B and Palm 2 share?

10 benchmarks have published results for both models. Gemma 2B has 23 scored results on Noometry and Palm 2 has 10.

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