// COMPARISON

Nemotron-H 56B

A head-to-head benchmark comparison of Nemotron-H 56B across 12 evaluations.

The models

Language Open Weights
Params
56B
Context
β€”
Released
Apr 2025

As inference-time scaling becomes critical for enhanced reasoning capabilities, it is increasingly becoming important to build models that are efficient to infe.

Full Nemotron-H 56B specs β†’

Benchmark comparison

Benchmark Nemotron-H 56B
code
HumanEval 60.37%
HumanEval+ 54.27%
MBPP 77.82%
MBPP+ 67.2%
general
MMLU 84.21%
MMLU-Pro 60.51%
knowledge
ARC-Challenge 94.97
math
GSM8K 93.71%
MATH 59.42%
MATH-500 57.37%
reasoning
HellaSwag 89
Winogrande 84.45

Best result per row highlighted in cyan. Each benchmark links to its definition and sources; each model links to its full scorecard.

Frequently asked questions

Which of these models is best for coding? β–Ά

Nemotron-H 56B has the strongest result on HumanEval among the models compared here. See the code-category rows in the table for the full picture.

How many benchmarks are compared? β–Ά

This comparison covers 12 benchmarks on which at least one of the selected models has a published score.

Where do the benchmark scores come from? β–Ά

Scores are aggregated from official model cards, technical reports and standard public evaluations, and link back to each benchmark's source. They are updated as new results are published.

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