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Nemotron 3 Ultra 550b A55b vs Poolside: Laguna XS 2.1

Summary

Nemotron 3 Ultra 550b A55b vs Laguna XS 2.1 benchmark comparison: Nemotron 3 Ultra 550b A55b leads on average score with 8.1 vs 5.3. Laguna XS 2.1 has the lower benchmark cost at $0.003 vs $0.158. Laguna XS 2.1 is faster at 722ms vs 15.05s, with pass rates of 69.8% vs 31.8%.

Recommended model: Nemotron 3 Ultra 550b A55b - It has the strongest score in this comparison (8.1) and the best overall balance of cost and response time across all 2 models.

Last updated at: 2026-07-02

Metric Nemotron 3 Ultra 550b A55b Nemotron 3 Ultra 550b A55b medium Release: 2026-06-04 Free Available Laguna XS 2.1 Laguna XS 2.1 none Release: 2026-07-02 Free Available
Score 8.1 5.3
Rank #26 #128
Reliability 9.7 10.0
Consistency 8.8 9.0
Tests Correct
Attempt pass rate 69.8% 31.8%
Flaky tests 3 3
Total Runs 63 63
Cost per result 0.000 0.058
Total Cost $0.158 $0.003
Input Price $0.500 / 1M $0.060 / 1M
Output Price $2.200 / 1M $0.120 / 1M
Total Input Tokens 46,813 41,148
Output Tokens 18,002 3,451
Reasoning Tokens 53,091 0
Response Time (avg) 15.05s 722ms
Response Time (max) 43.93s 2.30s
Response Time (total) 316.09s 15.17s

Generation showcase

Hamster playing table tennis

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

#26 Nemotron 3 Ultra 550b A55b

medium
Invalid SVG
Cost
$0.000
Time
300.0s
Tokens
0 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 Ultra 550b A55b 10.0 10.0 100.0% 0 8.62s 780 835 1,485
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 Ultra 550b A55b 8.4 7.4 88.9% 1 26.53s 7,686 2,854 17,725
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 Ultra 550b A55b 9.8 10.0 100.0% 0 43.93s 17,574 1,040 3,590
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 Ultra 550b A55b 10.0 10.0 100.0% 0 5.68s 7,989 473 1,285
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 Ultra 550b A55b 3.5 4.4 33.3% 2 24.90s 858 11,169 16,249
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 Ultra 550b A55b 3.7 9.5 0.0% 0 2.52s 360 70 235
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 Ultra 550b A55b 9.8 10.0 100.0% 0 6.35s 765 182 1,243
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 Ultra 550b A55b 5.5 9.9 33.3% 0 3.54s 792 771 2,055
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 Ultra 550b A55b 10.0 10.0 100.0% 0 7.72s 9,781 304 984
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 Ultra 550b A55b 3.0 10.0 0.0% 0 38.47s 228 304 8,240
Laguna XS 2.1 3.0 10.0 0.0% 0 254ms 255 10 0

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