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Gemini 3.1 Pro vs Nemotron 3 Super 120B A12B

Google · released

Wins 7 of 7 areas

Coding · Agents · Reasoning · Facts · Math · Long documents · Following instructions

NVIDIA · released

Wins 0 of 7 areas

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Gemini 3.1 Pro is the stronger all-rounder.Nemotron 3 Super 120B A12B is cheaper.

Scores updated · 29 tests both models report · How we compare

Where each one wins

Tests won in each of the seven 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.

Long documents 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.

Gemini 3.1 Pro$2.00 to read · $12.00 to write$14Price from Google's own price page
Nemotron 3 Super 120B A12B$0.30 to read · $0.90 to write$1.20Price from Artificial Analysis

Nemotron 3 Super 120B A12B costs 91% less for the same work.

The biggest differences

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

Where Gemini 3.1 Pro pulls ahead

  • Finds hard-to-locate facts by browsing the webBrowseComp+54.6points aheadGemini 3.1 Pro85.9Nemotron 3 Super 120B A12B31.3
  • Avoids making up answers it doesn't knowAA-Omniscience · Non-hallucination+36.1points aheadGemini 3.1 Pro49.1Nemotron 3 Super 120B A12B13
  • Command-line tasks in a real terminalTerminal-Bench 2.1+35.2points aheadGemini 3.1 Pro73.8Nemotron 3 Super 120B A12B38.6

Where Nemotron 3 Super 120B A12B pulls ahead

No clear win on a test scored out of 100.

Every test, side by side

All 29 tests both models report. The winning score is in its model's colour; marks a score checked independently.

CodingGemini 3.1 Pro

Full coding ranking

AgentsGemini 3.1 Pro

Full agents ranking

ReasoningGemini 3.1 Pro

Full reasoning ranking

FactsGemini 3.1 Pro

Full facts ranking

MathGemini 3.1 Pro

Full math ranking

Long documentsGemini 3.1 Pro
  • AA-LCRGemini 3.1 Pro by 16.38265.7+16.3

Full long documents ranking

Following instructionsGemini 3.1 Pro

Full following instructions ranking

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.

Questions people ask

Which is better, Gemini 3.1 Pro or Nemotron 3 Super 120B A12B?

Gemini 3.1 Pro wins all seven areas where both have results: coding, agents, reasoning, facts, math, long documents and following instructions. Nemotron 3 Super 120B A12B wins none, but costs 91% less.

Which is better for coding?

Gemini 3.1 Pro. It wins 5 of the 5 coding tests both models report; Nemotron 3 Super 120B A12B wins none.

Which is cheaper?

Gemini 3.1 Pro costs $2.00 per million input tokens and $12.00 per million output tokens; Nemotron 3 Super 120B A12B costs $0.30 and $0.90. That makes Nemotron 3 Super 120B A12B about 91% cheaper for the same work.

How do you compare the two?

We use the 29 benchmark tests both models have published scores on. The verdict counts the 20 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.

Compare Gemini 3.1 Pro with

Google

Across the field

All comparisons