Llama 3.2 Instruct 90B (Vision) vs Nova Pro
Wins 1 of 3 areas
Coding
Wins 1 of 3 areas
Images and charts
The two are evenly matched.Llama 3.2 Instruct 90B (Vision) is better at coding; Nova Pro at images and charts.
Scores updated · 14 tests both models report · How we compare
Where each one wins
Tests won in each of the three areas 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.
Coding rests on a single test.
What it costs
Prices per million tokens, roughly 750,000 words. The bars show the cost of a million tokens read plus a million written.
The biggest differences
The tests each model wins by the widest margin, up to three each. Scores are out of 100.
Where Llama 3.2 Instruct 90B (Vision) pulls ahead
- Code for real scientific research problemsSciCode+3.2points ahead
- Very hard expert questions across many subjectsHumanity's Last Exam+1.3points ahead
Where Nova Pro pulls ahead
- Graduate-level biology, physics and chemistry questionsGPQA Diamond+6.7points ahead
- Harder college exam questions with imagesMMMU-Pro+4.8points ahead
Every test, side by side
All 14 tests both models report. The winning score is in its model's colour; marks a score checked independently.
CodingLlama 3.2 Instruct 90B (Vision)
- SciCodeLlama 3.2 Instruct 90B (Vision) by 3.22420.8+3.2
ReasoningEven
- GPQA DiamondNova Pro by 6.743.249.9+6.7
- Humanity's Last ExamLlama 3.2 Instruct 90B (Vision) by 1.34.53.2+1.3
Images and chartsNova Pro
Other results9 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.
- MMLUNova Pro by 5.570.375.8+5.5
- naturalquestions_closedbookLlama 3.2 Instruct 90B (Vision) by 5.245.740.5+5.2
- ChartQANova Pro by 3.785.589.2+3.7
- DocVQANova Pro by 3.490.193.5+3.4
- MATHNova Pro by 379.182.1+3
- OpenBookQANova Pro by 1.894.296+1.8
- NarrativeQANova Pro by 1.477.779.1+1.4
- GSM8KNova Pro by 1.293.694.8+1.2
- AA Intelligencetie6.47tie
Questions people ask
Which is better, Llama 3.2 Instruct 90B (Vision) or Nova Pro?
Llama 3.2 Instruct 90B (Vision) and Nova Pro each win one of the three areas where both have results. Llama 3.2 Instruct 90B (Vision) wins coding; Nova Pro wins images and charts. They are level on reasoning.
Which is better for coding?
Llama 3.2 Instruct 90B (Vision). It wins the one coding test both models report.
How do you compare the two?
We use the 14 benchmark tests both models have published scores on. The verdict counts the 5 tests in the eight capability areas, and a gap under one point (ten on rating-style scales) counts as a tie. The other 9 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.