Model comparison

Llama 3-70B vs Palm 2

Palm 2 is the stronger model overall, scoring 30.0 to 28.8 on the Noometry Index.

Last verified . 10 shared benchmarks.

Llama 3-70B Meta

28.8

Rank #323 Confirmed

Palm 2 Google

30.0

Rank #298 Confirmed

Summary

  • They share 10 benchmarks with published results for both. Llama 3-70B scores higher in 5 categories and Palm 2 in 2 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in math, where Palm 2 leads 30.8 to 12.8.
  • Llama 3-70B has downloadable open weights; the other is API-only.

Side by side

Llama 3-70B and Palm 2 specifications
Llama 3-70BPalm 2
ProviderMetaGoogle
Noometry Index28.830.0
Released2024-04-18—
WeightsOpenProprietary
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked3110

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Category by category

Coding Llama 3-70B leads

Llama 3-70B: 35.8 (#218), Palm 2: 29.0 (#311)

Coding benchmarks
BenchmarkLlama 3-70BPalm 2
LMArena Coding1206994
BigCodeBench Instruct43.6%—
BigCodeBench Complete54.5%—
HumanEval+72%—
MBPP+69%—

Agentic & Tool Use Not comparable

Llama 3-70B: 21.1 (#139), Palm 2: —

Agentic & Tool Use benchmarks
BenchmarkLlama 3-70BPalm 2
Cybench5%—

Reasoning Palm 2 leads

Llama 3-70B: 18.0 (#288), Palm 2: 19.1 (#271)

Reasoning benchmarks
BenchmarkLlama 3-70BPalm 2
LMArena Hard Prompts11951005
Kagi LLM Benchmark35.1%—
DTBench54.2%—
Epoch Capabilities Index122.93—
ForecastBench57.1—
WinoGrande83.5%—

Math Palm 2 leads

Llama 3-70B: 12.8 (#305), Palm 2: 30.8 (#231)

Math benchmarks
BenchmarkLlama 3-70BPalm 2
LMArena Math12181049
OTIS Mock AIME 2024-20254.3%—
MATH Level 522.6%—

Knowledge Not comparable

Llama 3-70B: 20.8 (#277), Palm 2: —

Knowledge benchmarks
BenchmarkLlama 3-70BPalm 2
GPQA Diamond40.6%—
LMArena Expert1149—
MMLU79.3%—

Multilingual Llama 3-70B leads

Llama 3-70B: 33.6 (#251), Palm 2: 20.9 (#295)

Multilingual benchmarks
BenchmarkLlama 3-70BPalm 2
LMArena Non-English1142916
LMArena Chinese1114887
LMArena French1232—
LMArena German1169—
LMArena Japanese1017—
LMArena Korean1017—
LMArena Russian1159—
LMArena Spanish1241—

Instruction Following Llama 3-70B leads

Llama 3-70B: 62.5 (#238), Palm 2: 51.0 (#296)

Instruction Following benchmarks
BenchmarkLlama 3-70BPalm 2
LMArena Instruction Following11941010

Long Context Llama 3-70B leads

Llama 3-70B: 35.6 (#240), Palm 2: 30.8 (#285)

Long Context benchmarks
BenchmarkLlama 3-70BPalm 2
LMArena Longer Query11741010

Writing & Preference Llama 3-70B leads

Llama 3-70B: 42.8 (#231), Palm 2: 25.6 (#304)

Writing & Preference benchmarks
BenchmarkLlama 3-70BPalm 2
LMArena Text12211027
LMArena Creative Writing1210991
LMArena Multi-Turn1223994

Frequently asked questions

Is Llama 3-70B better than Palm 2?

Palm 2 is the stronger model overall, scoring 30.0 to 28.8 on the Noometry Index.

Is Llama 3-70B or Palm 2 better for coding?

Llama 3-70B scores higher on coding benchmarks: 35.8 versus 29.0 in the Noometry coding category.

How many benchmarks do Llama 3-70B and Palm 2 share?

10 benchmarks have published results for both models. Llama 3-70B has 31 scored results on Noometry and Palm 2 has 10.

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