Model comparison

Granite 3.1 8b Instruct vs Qwen1.5-32B

Granite 3.1 8b Instruct is the stronger model overall, scoring 32.4 to 30.5 on the Noometry Index.

Last verified . 12 shared benchmarks.

Granite 3.1 8b Instruct IBM

32.4

Rank #258 Confirmed

Qwen1.5-32B Alibaba (Qwen)

30.5

Rank #293 Confirmed

Summary

  • They share 12 benchmarks with published results for both. Granite 3.1 8b Instruct scores higher in 6 categories and Qwen1.5-32B in 2 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Granite 3.1 8b Instruct leads 31.1 to 13.5.

Side by side

Granite 3.1 8b Instruct and Qwen1.5-32B specifications
Granite 3.1 8b InstructQwen1.5-32B
ProviderIBMAlibaba (Qwen)
Noometry Index32.430.5
Released—2024-02-04
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked1321

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Category by category

Coding Granite 3.1 8b Instruct leads

Granite 3.1 8b Instruct: 34.5 (#233), Qwen1.5-32B: 31.7 (#282)

Coding benchmarks
BenchmarkGranite 3.1 8b InstructQwen1.5-32B
LMArena Coding11861155
BigCodeBench Instruct—32.3%
BigCodeBench Complete—42%

Agentic & Tool Use Not comparable

Granite 3.1 8b Instruct: 24.1 (#120), Qwen1.5-32B: —

Agentic & Tool Use benchmarks
BenchmarkGranite 3.1 8b InstructQwen1.5-32B
Berkeley Function Calling Leaderboard27.1%—

Reasoning Too close to call

Granite 3.1 8b Instruct: 22.1 (#207), Qwen1.5-32B: 21.8 (#212)

Reasoning benchmarks
BenchmarkGranite 3.1 8b InstructQwen1.5-32B
LMArena Hard Prompts11451130

Math Too close to call

Granite 3.1 8b Instruct: 33.0 (#209), Qwen1.5-32B: 33.0 (#207)

Math benchmarks
BenchmarkGranite 3.1 8b InstructQwen1.5-32B
LMArena Math11521155

Knowledge Granite 3.1 8b Instruct leads

Granite 3.1 8b Instruct: 31.1 (#220), Qwen1.5-32B: 13.5 (#296)

Knowledge benchmarks
BenchmarkGranite 3.1 8b InstructQwen1.5-32B
LMArena Expert11421126
GPQA Diamond—30.7%
MMLU—74.4%

Multilingual Too close to call

Granite 3.1 8b Instruct: 30.9 (#260), Qwen1.5-32B: 31.4 (#259)

Multilingual benchmarks
BenchmarkGranite 3.1 8b InstructQwen1.5-32B
LMArena Non-English10991106
LMArena Chinese11451177
LMArena Russian10921073
LMArena French—1101
LMArena German—1058
LMArena Japanese—1027
LMArena Korean—1008
LMArena Spanish—1089

Instruction Following Too close to call

Granite 3.1 8b Instruct: 58.6 (#259), Qwen1.5-32B: 57.7 (#265)

Instruction Following benchmarks
BenchmarkGranite 3.1 8b InstructQwen1.5-32B
LMArena Instruction Following11311116

Long Context Too close to call

Granite 3.1 8b Instruct: 35.2 (#241), Qwen1.5-32B: 34.7 (#246)

Long Context benchmarks
BenchmarkGranite 3.1 8b InstructQwen1.5-32B
LMArena Longer Query11621146

Writing & Preference Granite 3.1 8b Instruct leads

Granite 3.1 8b Instruct: 35.5 (#266), Qwen1.5-32B: 34.2 (#271)

Writing & Preference benchmarks
BenchmarkGranite 3.1 8b InstructQwen1.5-32B
LMArena Text11501137
LMArena Creative Writing11291083
LMArena Multi-Turn11081140

Frequently asked questions

Is Granite 3.1 8b Instruct better than Qwen1.5-32B?

Granite 3.1 8b Instruct is the stronger model overall, scoring 32.4 to 30.5 on the Noometry Index.

Is Granite 3.1 8b Instruct or Qwen1.5-32B better for coding?

Granite 3.1 8b Instruct scores higher on coding benchmarks: 34.5 versus 31.7 in the Noometry coding category.

How many benchmarks do Granite 3.1 8b Instruct and Qwen1.5-32B share?

12 benchmarks have published results for both models. Granite 3.1 8b Instruct has 13 scored results on Noometry and Qwen1.5-32B has 21.

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