RankingSciCode (subtask) · source release snapshot; version not specified

SciCode (subtask) · source release snapshot; version not specified

Data updated 12 Sept 2026

Bucket
Coding
Unit
percent
Direction
Higher is better
Version
source release snapshot; version not specified
Display harness
nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16
Board
https://huggingface.co/nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16

Compare published benchmark results with category weights →

Models

ModelScoreHarnessEvidenceSource-recorded date
Kimi-K2.6Moonshot52%
Reported settings & source

NVIDIA evaluation harness/settings per benchmark in model card; comparator scores are NVIDIA-reported under that protocol.

First-party reported result. Original cell: 52.0

nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16 · Performance table: SciCode (subtask) · reviewed 2026-09-06

nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16lab self-report2026-09-06
Qwen3.5-397B-A17BQwen48%
Reported settings & source

NVIDIA evaluation harness/settings per benchmark in model card; comparator scores are NVIDIA-reported under that protocol.

First-party reported result. Original cell: 48.0

nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16 · Performance table: SciCode (subtask) · reviewed 2026-09-06

nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16lab self-report2026-09-06
GLM-5.1Z.ai47.7%
Reported settings & source

NVIDIA evaluation harness/settings per benchmark in model card; comparator scores are NVIDIA-reported under that protocol.

First-party reported result. Original cell: 47.7

nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16 · Performance table: SciCode (subtask) · reviewed 2026-09-06

nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16lab self-report2026-09-06
NVIDIA Nemotron 3 UltraNVIDIA44.6%
Reported settings & source

NVIDIA evaluation harness/settings per benchmark in model card; comparator scores are NVIDIA-reported under that protocol.

First-party reported result. Original cell: 44.6 The linked NVIDIA reproduction recipe explicitly enables thinking for this model and benchmark. It does not establish Low/Medium/High/Max or a fixed reasoning-token budget; the request adapter removes max_tokens and max_completion_tokens. Comparator settings are not specified by this recipe.

nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16 · Performance table: SciCode (subtask) · reviewed 2026-09-06

nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16lab self-report2026-09-06
MiniMax-M2.7MiniMax38.3%
Reported settings & source

NVIDIA evaluation harness/settings per benchmark in model card; comparator scores are NVIDIA-reported under that protocol.

First-party reported result. Original cell: 38.3

nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16 · Performance table: SciCode (subtask) · reviewed 2026-09-06

nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16lab self-report2026-09-06