Model comparison

Granite 3.0 8b Instruct vs Qwen-14B

Granite 3.0 8b Instruct and Qwen-14B score almost the same on the Noometry Index (31.6 vs 31.4), so choose on price, context window or the category you care about most.

Last verified . 10 shared benchmarks.

Granite 3.0 8b Instruct IBM

31.6

Rank #270 Confirmed

Qwen-14B Alibaba (Qwen)

31.4

Rank #275 Confirmed

Summary

  • They share 10 benchmarks with published results for both. Granite 3.0 8b Instruct scores higher in 5 categories and Qwen-14B in 2 categories; 6 gaps are clear of the uncertainty.
  • The widest gap is in instruction following, where Granite 3.0 8b Instruct leads 56.0 to 52.4.

Side by side

Granite 3.0 8b Instruct and Qwen-14B specifications
Granite 3.0 8b InstructQwen-14B
ProviderIBMAlibaba (Qwen)
Noometry Index31.631.4
Released—2023-09-24
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked1418

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Category by category

Coding Qwen-14B leads

Granite 3.0 8b Instruct: 29.7 (#301), Qwen-14B: 31.2 (#288)

Coding benchmarks
BenchmarkGranite 3.0 8b InstructQwen-14B
LMArena Coding11121071
BigCodeBench Instruct29.3%—
BigCodeBench Complete35.4%—

Reasoning Granite 3.0 8b Instruct leads

Granite 3.0 8b Instruct: 20.9 (#230), Qwen-14B: 19.6 (#257)

Reasoning benchmarks
BenchmarkGranite 3.0 8b InstructQwen-14B
LMArena Hard Prompts10921027
BIG-Bench Hard—55%
Epoch Capabilities Index—113.03
LAMBADA—71.1%
PIQA—79.9%

Math Granite 3.0 8b Instruct leads

Granite 3.0 8b Instruct: 32.8 (#210), Qwen-14B: 31.2 (#227)

Math benchmarks
BenchmarkGranite 3.0 8b InstructQwen-14B
LMArena Math11431068
GSM8K—61.3%

Knowledge Not comparable

Granite 3.0 8b Instruct: 29.6 (#236), Qwen-14B: —

Knowledge benchmarks
BenchmarkGranite 3.0 8b InstructQwen-14B
LMArena Expert1087—
ARC (AI2) Challenge—84.4%
BoolQ—86.2%
MMLU—66.3%

Multilingual Too close to call

Granite 3.0 8b Instruct: 27.2 (#276), Qwen-14B: 27.5 (#275)

Multilingual benchmarks
BenchmarkGranite 3.0 8b InstructQwen-14B
LMArena Non-English10371041
LMArena Chinese10631077
LMArena Russian1060—

Instruction Following Granite 3.0 8b Instruct leads

Granite 3.0 8b Instruct: 56.0 (#276), Qwen-14B: 52.4 (#289)

Instruction Following benchmarks
BenchmarkGranite 3.0 8b InstructQwen-14B
LMArena Instruction Following10881031

Long Context Granite 3.0 8b Instruct leads

Granite 3.0 8b Instruct: 34.0 (#252), Qwen-14B: 31.3 (#280)

Long Context benchmarks
BenchmarkGranite 3.0 8b InstructQwen-14B
LMArena Longer Query11221028

Writing & Preference Granite 3.0 8b Instruct leads

Granite 3.0 8b Instruct: 31.1 (#285), Qwen-14B: 27.6 (#299)

Writing & Preference benchmarks
BenchmarkGranite 3.0 8b InstructQwen-14B
LMArena Text10961051
LMArena Creative Writing10711028
LMArena Multi-Turn10631022

Frequently asked questions

Is Granite 3.0 8b Instruct better than Qwen-14B?

Granite 3.0 8b Instruct and Qwen-14B score almost the same on the Noometry Index (31.6 vs 31.4), so choose on price, context window or the category you care about most.

Is Granite 3.0 8b Instruct or Qwen-14B better for coding?

Qwen-14B scores higher on coding benchmarks: 31.2 versus 29.7 in the Noometry coding category.

How many benchmarks do Granite 3.0 8b Instruct and Qwen-14B share?

10 benchmarks have published results for both models. Granite 3.0 8b Instruct has 14 scored results on Noometry and Qwen-14B has 18.

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