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Dots 3 Note Preview (medium) vs Nemotron 3 Ultra

Nemotron 3 Ultra leads on average score with 6.1 vs 5.9. Dots 3 Note Preview (medium) has the lower benchmark cost at $0.000 vs $0.095. Nemotron 3 Ultra is faster at 3.88s vs 67.13s, with pass rates of 57.6% vs 42.4%.

Last updated at: 2026-08-15

Rank
#188
Total Output Tokens
679,539
Response Time (avg)
67.13s
Total Cost
$0.000
Rank
#178
Total Output Tokens
9,470
Response Time (avg)
3.88s
Total Cost
$0.095
Recommended model Nemotron 3 Ultra

It has the best score here (6.1), while responding about 17.3x faster than Dots 3 Note Preview (medium).

Detailed comparison

Metric Dots 3 Note Preview Dots 3 Note Preview medium Release: 2026-08-14 Free Available Nemotron 3 Ultra Nemotron 3 Ultra none Release: 2026-06-04 Free Available
Score 5.9 6.1
Rank #188 #178
Reliability 10.0 10.0
Consistency 7.1 9.3
Attempts 66/66 66/66
Tests Correct
Attempt pass rate 57.6% 42.4%
Flaky tests 8 2
Total Runs 66 66
Cost per result 0.000 0.000
Total Cost $0.000 $0.095
Input Price $0.000 / 1M $0.600 / 1M
Output Price $0.000 / 1M $3.600 / 1M
Total Input Tokens 94,639 101,168
Output Tokens 108,013 9,470
Reasoning Tokens 571,526 0
Response Time (avg) 67.13s 3.88s
Response Time (max) 459.19s 37.50s
Response Time (total) 1476.95s 85.33s
Parameters 280B total (16B active) 550B total (55B active)
Availability Open source Weights available

Model generation showcase

Hamster playing table tennis

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

#188 Dots 3 Note Preview

medium
Cost
$0.000
Time
585.4s
Tokens
12,198 tok

#178 Nemotron 3 Ultra

none
Cost
$0.000
Time
149.6s
Tokens
3,405 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

Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Dots 3 Note Preview 4.2 5.1 33.3% 2 309.15s 7,368 29,392 373,137
Nemotron 3 Ultra 5.5 10.0 33.3% 0 1.02s 7,623 369 0

Quick Compare

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