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NVIDIA: Nemotron 3 Super vs Poolside: Laguna XS 2.1

Summary

Nemotron 3 Super vs Laguna XS 2.1 benchmark comparison: Nemotron 3 Super leads on average score with 6.3 vs 5.3. Laguna XS 2.1 has the lower benchmark cost at $0.003 vs $0.019. Laguna XS 2.1 is faster at 722ms vs 32.00s, with pass rates of 41.3% vs 31.8%.

Recommended model: Nemotron 3 Super - It has the strongest score in this comparison (6.3) and the best overall balance of cost and response time across all 2 models.

Last updated at: 2026-07-02

Metric Nemotron 3 Super Nemotron 3 Super medium Release: 2026-03-11 Free Available Laguna XS 2.1 Laguna XS 2.1 none Release: 2026-07-02 Free Available
Score 6.3 5.3
Rank #90 #128
Reliability 10.0 10.0
Consistency 9.2 9.0
Tests Correct
Attempt pass rate 41.3% 31.8%
Flaky tests 2 3
Total Runs 63 63
Cost per result 0.004 0.058
Total Cost $0.019 $0.003
Input Price $0.085 / 1M $0.060 / 1M
Output Price $0.400 / 1M $0.120 / 1M
Total Input Tokens 37,527 41,148
Output Tokens 14,850 3,451
Reasoning Tokens 33,754 0
Response Time (avg) 32.00s 722ms
Response Time (max) 232.25s 2.30s
Response Time (total) 607.91s 15.17s

Generation showcase

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#90 Nemotron 3 Super

medium
Cost
$0.000
Time
272.6s
Tokens
5,296 tok

#128 Laguna XS 2.1

none
Cost
$0.001
Time
27.6s
Tokens
4,344 tok

Top Models by Score

Score vs Total Cost

Response Time (avg)

Score vs Response Time (avg)

Total Output Tokens

Score vs Total Output Tokens

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Nemotron 3 Super 8.3 10.0 75.0% 0 7.85s 686 748 1,305
Laguna XS 2.1 5.3 8.3 33.3% 1 755ms 774 1,015 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Nemotron 3 Super 3.1 10.0 0.0% 0 147.32s 2,275 797 4,424
Laguna XS 2.1 4.3 7.8 22.2% 1 623ms 7,995 562 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Nemotron 3 Super 10.0 10.0 100.0% 0 87.80s 15,561 2,021 9,996
Laguna XS 2.1 3.0 10.0 0.0% 0 1.76s 14,197 402 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Nemotron 3 Super 10.0 10.0 100.0% 0 18.16s 7,944 877 2,607
Laguna XS 2.1 10.0 10.0 100.0% 0 768ms 7,734 240 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Nemotron 3 Super 2.9 4.4 22.2% 2 16.19s 456 5,255 6,072
Laguna XS 2.1 5.3 10.0 33.3% 0 364ms 834 14 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Nemotron 3 Super 4.1 10.0 0.0% 0 6.91s 492 105 363
Laguna XS 2.1 5.0 10.0 0.0% 0 529ms 537 128 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Nemotron 3 Super 7.3 10.0 50.0% 0 6.97s 723 956 2,383
Laguna XS 2.1 3.8 5.8 33.3% 1 364ms 638 50 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Nemotron 3 Super 3.0 10.0 0.0% 0 3.15s 708 570 1,322
Laguna XS 2.1 3.0 10.0 0.0% 0 1.01s 771 730 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Nemotron 3 Super 10.0 10.0 100.0% 0 39.75s 8,544 270 1,969
Laguna XS 2.1 10.0 10.0 100.0% 0 1.36s 7,413 300 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Nemotron 3 Super 3.0 10.0 0.0% 0 55.32s 138 3,251 3,313
Laguna XS 2.1 3.0 10.0 0.0% 0 254ms 255 10 0

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