Model comparison

Granite 4.0 H Small vs Mixtral 8x7B

Granite 4.0 H Small is the stronger model overall, scoring 35.9 to 26.8 on the Noometry Index.

Last verified . 18 shared benchmarks.

Granite 4.0 H Small IBM

35.9

Rank #213 Confirmed

Mixtral 8x7B Mistral AI

26.8

Rank #328 Confirmed

Summary

  • They share 18 benchmarks with published results for both. Granite 4.0 H Small scores higher in 8 categories and Mixtral 8x7B in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Granite 4.0 H Small leads 31.5 to 11.0.
  • The biggest single-benchmark swing is IFEval: 89% for Granite 4.0 H Small and 57.5% for Mixtral 8x7B.

Side by side

Granite 4.0 H Small and Mixtral 8x7B specifications
Granite 4.0 H SmallMixtral 8x7B
ProviderIBMMistral AI
Noometry Index35.926.8
Released—2023-12-11
WeightsOpenOpen
Context window—32K
Max output—32K
Input $ / M tokens—$0.70
Output $ / M tokens—$0.70
Results tracked1938

Sponsored placements are available on pages like this one. Advertise on Noometry

Category by category

Coding Granite 4.0 H Small leads

Granite 4.0 H Small: 35.8 (#207), Mixtral 8x7B: 32.2 (#265)

Coding benchmarks
BenchmarkGranite 4.0 H SmallMixtral 8x7B
LMArena Coding12471127
HumanEval+—39.6%
MBPP+—49.7%

Reasoning Granite 4.0 H Small leads

Granite 4.0 H Small: 23.4 (#164), Mixtral 8x7B: 17.4 (#283)

Reasoning benchmarks
BenchmarkGranite 4.0 H SmallMixtral 8x7B
LMArena Hard Prompts12401115
DTBench—49.6%
Adversarial NLI—55.2%
Epoch Capabilities Index—118.38
ForecastBench—56.3
HellaSwag—86.7%
PIQA—83.6%
WinoGrande—77.2%

Math Granite 4.0 H Small leads

Granite 4.0 H Small: 29.3 (#219), Mixtral 8x7B: 17.2 (#284)

Math benchmarks
BenchmarkGranite 4.0 H SmallMixtral 8x7B
Omni-MATH29.6%10.5%
LMArena Math12511147
MATH Level 5—10%
GSM8K—74.4%

Knowledge Granite 4.0 H Small leads

Granite 4.0 H Small: 31.5 (#210), Mixtral 8x7B: 11.0 (#296)

Knowledge benchmarks
BenchmarkGranite 4.0 H SmallMixtral 8x7B
MMLU-Pro56.9%33.5%
GPQA (HELM)38.3%29.6%
LMArena Expert12441088
GPQA Diamond—30.6%
Vectara Hallucination Rate5.2%—
ARC (AI2) Challenge—87.3%
MMLU—70.6%
OpenBookQA—85.8%
TriviaQA—82.2%

Multilingual Granite 4.0 H Small leads

Granite 4.0 H Small: 38.7 (#223), Mixtral 8x7B: 29.8 (#261)

Multilingual benchmarks
BenchmarkGranite 4.0 H SmallMixtral 8x7B
LMArena Non-English12161077
LMArena Chinese12501055
LMArena Russian11981090
LMArena Spanish12581110
LMArena French—1165
LMArena German—1114
LMArena Japanese—931
LMArena Korean—968

Instruction Following Granite 4.0 H Small leads

Granite 4.0 H Small: 68.9 (#178), Mixtral 8x7B: 51.2 (#292)

Instruction Following benchmarks
BenchmarkGranite 4.0 H SmallMixtral 8x7B
IFEval89%57.5%
LMArena Instruction Following12211110

Long Context Granite 4.0 H Small leads

Granite 4.0 H Small: 37.6 (#209), Mixtral 8x7B: 33.4 (#255)

Long Context benchmarks
BenchmarkGranite 4.0 H SmallMixtral 8x7B
LMArena Longer Query12401103

Writing & Preference Granite 4.0 H Small leads

Granite 4.0 H Small: 44.0 (#222), Mixtral 8x7B: 34.4 (#265)

Writing & Preference benchmarks
BenchmarkGranite 4.0 H SmallMixtral 8x7B
LMArena Text12411132
LMArena Creative Writing12101109
WildBench73.9%67.3%
LMArena Multi-Turn12431115

Frequently asked questions

Is Granite 4.0 H Small better than Mixtral 8x7B?

Granite 4.0 H Small is the stronger model overall, scoring 35.9 to 26.8 on the Noometry Index.

Is Granite 4.0 H Small or Mixtral 8x7B better for coding?

Granite 4.0 H Small scores higher on coding benchmarks: 35.8 versus 32.2 in the Noometry coding category.

How many benchmarks do Granite 4.0 H Small and Mixtral 8x7B share?

18 benchmarks have published results for both models. Granite 4.0 H Small has 19 scored results on Noometry and Mixtral 8x7B has 38.

Related comparisons

Go deeper