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Dots 3 Note Preview (default) vs Nemotron 3.5 Lightning

Dots 3 Note Preview (default) leads on average score with 5.0 vs 3.8. Dots 3 Note Preview (default) has the lower benchmark cost at $0.000 vs $0.009. Dots 3 Note Preview (default) is faster at 5.36s vs 15.92s, with pass rates of 15.9% vs 15.9%.

Last updated at: 2026-10-19

Compared models

Rank
#352
Total Output Tokens
22,507
Response Time (avg)
5.36s
Total Cost
$0.000
Rank
#406
Total Output Tokens
4,779
Response Time (avg)
15.92s
Total Cost
$0.009
Recommended model Dots 3 Note Preview (default)

It has the best score here (5.0), while responding about 3.0x faster than Nemotron 3.5 Lightning.

Detailed comparison

Metric Dots 3 Note Preview Dots 3 Note Preview default Release: 2026-08-14 Free Available Nemotron 3.5 Lightning Nemotron 3.5 Lightning none Release: 2026-08-11 Free Available
Score 5.0 3.8
Rank #352 #406
Reliability 10.0 9.8
Consistency 9.7 9.3
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 15.9% 15.9%
Flaky tests 1 2
Total Runs 69 69
Cost per result 0.000 0.000
Total Cost $0.000 $0.009
Input Price $0.000 / 1M $0.060 / 1M
Output Price $0.000 / 1M $0.160 / 1M
Cache Read Price N/A $0.030 / 1M
Cache Write Price N/A N/A
Total Input Tokens 225,907 97,418
Output Tokens 22,507 4,779
Reasoning Tokens 0 0
Response Time (avg) 5.36s 15.92s
Response Time (max) 45.71s 339.57s
Response Time (total) 123.38s 366.20s
Parameters 280B total (16B active) 30B total (3B active)
Availability Open source Weights available

Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.

Model generation showcase

Hamster playing table tennis

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

#352 Dots 3 Note Preview

default
Cost
$0.000
Time
88.3s
Tokens
10,531 tok

#406 Nemotron 3.5 Lightning

none
Cost
$0.000
Time
101.6s
Tokens
6,775 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 4.6 7.9 22.2% 1 6.12s 7,413 6,390 0
Nemotron 3.5 Lightning 3.1 7.2 11.1% 1 1.55s 7,623 589 0

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