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Google: Gemini 3.1 Pro Preview vs Nemotron 3 Super 120b A12b

Last updated at: 2026-03-12

Metric Gemini 3.1 Pro Preview Gemini 3.1 Pro Preview medium Release: 2026-02-19 Nemotron 3 Super 120b A12b Nemotron 3 Super 120b A12b medium Release: 2026-03-11 Free Available
Rank #2 #36
Avg Score 9.4 5.8
Consistency 10.0 8.5
Cost per result 3.417 0.000
Total Cost $0.513 $0.000
Tests Correct
Attempt pass rate 93.8% 56.3%
Flaky tests 0 3
Total Runs 48 48
Output Tokens 1,521 11,925
Reasoning Tokens 35,656 29,687
Response Time (avg) 16.60s 20.24s
Response Time (max) 40.61s 87.80s
Response Time (total) 149.36s 303.60s

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Score vs Total Cost

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Avg Score vs Response Time (avg)

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Avg Score vs Total Output Tokens

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 9.52s 106 2,533
Nemotron 3 Super 120b A12b 10.0 10.0 100.0% 0 12.96s 1,754 3,264
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Pro Preview 9.0 10.0 100.0% 0 40.61s 432 9,281
Nemotron 3 Super 120b A12b 10.0 10.0 100.0% 0 87.80s 2,021 9,996
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Pro Preview 9.9 10.0 100.0% 0 7.72s 279 3,904
Nemotron 3 Super 120b A12b 9.9 10.0 100.0% 0 18.16s 877 2,607
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Pro Preview 7.0 10.0 66.7% 0 32.73s 18 12,424
Nemotron 3 Super 120b A12b 10.0 4.4 22.2% 2 16.19s 5,255 6,072
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 11.77s 108 1,179
Nemotron 3 Super 120b A12b 2.0 9.9 0.0% 0 27.86s 104 1,149
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 9.56s 72 2,236
Nemotron 3 Super 120b A12b 7.0 6.5 66.7% 1 7.72s 1,042 2,479
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 7.15s 232 3,117
Nemotron 3 Super 120b A12b 1.3 9.8 0.0% 0 8.39s 602 2,151
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 23.15s 274 982
Nemotron 3 Super 120b A12b 10.0 10.0 100.0% 0 39.75s 270 1,969

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