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Llama 3.1 Instruct 405B vs NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-Base-BF16

Meta · released

Wins 0 of 1 area

—

NVIDIA · released

Wins 1 of 1 area

Reasoning

NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-Base-BF16 is the stronger all-rounder.

Scores updated · 13 tests both models report · How we compare

Where each one wins

Tests won in each of the one area where both have results. Each piece is one test, so a longer bar means more evidence; grey means the two scored within a point of each other.

Reasoning rests on a single test.

The biggest differences

The tests each model wins by the widest margin, up to three each. Scores are out of 100.

Where NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-Base-BF16 pulls ahead

  • Graduate-level biology, physics and chemistry questionsGPQA Diamond+14.7points aheadNVIDIA-Nemotron-3.5-Super-VL-120B-A12B-Base-BF1666.2Llama 3.1 Instruct 405B51.5

Where Llama 3.1 Instruct 405B pulls ahead

No clear win on a test scored out of 100.

Every test, side by side

All 13 tests both models report. The winning score is in its model's colour; marks a score checked independently.

ReasoningNVIDIA-Nemotron-3.5-Super-VL-120B-A12B-Base-BF16
  • GPQA DiamondNVIDIA-Nemotron-3.5-Super-VL-120B-A12B-Base-BF16 by 14.751.566.2+14.7

Full reasoning ranking

Other results12 tests, not counted

Tests outside the eight areas. They are not counted above: several are summary scores built from other tests, or the same test under another name.

  • OpenBookQALlama 3.1 Instruct 405B by 45.29448.8+45.2
  • MATH-500 (EM)NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-Base-BF16 by 7.873.881.6+7.8
  • HumanEvalLlama 3.1 Instruct 405B by 7.78981.3+7.7
  • WinoGrandeLlama 3.1 Instruct 405B by 6.185.279.1+6.1
  • GSM8KLlama 3.1 Instruct 405B by 5.196.891.7+5.1
  • MMLULlama 3.1 Instruct 405B by 4.588.684.1+4.5
  • MGSMLlama 3.1 Instruct 405B by 4.191.687.5+4.1
  • MMLU-ProNVIDIA-Nemotron-3.5-Super-VL-120B-A12B-Base-BF16 by 373.376.3+3
  • ARC-Challengetie96.996tie
  • PIQAtie85.985.1tie
  • CommonsenseQAtie85.885.3tie
  • HellaSwagtie89.289tie

Questions people ask

Which is better, Llama 3.1 Instruct 405B or NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-Base-BF16?

NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-Base-BF16 wins the one area where both have results: reasoning. Llama 3.1 Instruct 405B wins none.

How do you compare the two?

We use the 13 benchmark tests both models have published scores on. The verdict counts the 1 tests in the eight capability areas, and a gap under one point (ten on rating-style scales) counts as a tie. The other 12 are listed but not counted, because several are summary scores or repeat a test. Each score is the one shown on the model's own page.