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uxwizz.com
#230

Dots 3 Note Preview

Dots Studio Release: 2026-08-14 Tested on: 2026-08-15 21:53 dots-studio/dots-3-note-preview::none
280B total (16B active)MoEOpen source
(high) (medium) (low) (none)

Summary

Dots 3 Note Preview scores 5.2 on AI BENCHY and ranks #230. It has 10.0 reliability, a 16.7% pass rate, $0.000 total cost, and 3.53s average response time.

What makes Dots 3 Note Preview unique: It stands out most in Coding, where it ranks #4, while Instructions following is its weakest area at #13. Its total benchmark cost is unusually low for its score range.

Model facts

Researched on 2026-08-15

Reported
Parameters
280B total (16B active)
Architecture
MoE
Availability
Open source
License
Apache-2.0

The official model card publishes both weights and implementation code.

Parameter source Availability source

Score

5.2

Consistency

9.7

Reliability

10.0

Total Cost (Current Price)

$0.000

Total Output Tokens

19,679

Total Input Tokens

116,155

Input Price

$0.000 / 1M

Output Price

$0.000 / 1M

Tests Correct

Wrong Tests: 19

Attempt pass rate: 16.7%

Flaky tests

1

Flaky tests had mixed outcomes across runs (at least one pass and one fail).

Response Time (avg)

3.53s

Response Time (max): 24.48s

Response Time (total): 77.68s

Wrong answer: 15 Did not follow instructions: 2 Extra formatting: 1 Invalid tool call: 1

Hamster playing table tennis

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

#230 Dots 3 Note Preview

none
Cost
$0.000
Time
88.3s
Tokens
10,531 tok

Charts

Choose the first model, then click a second model to open a side-by-side page.

Total Output Tokens

Score vs Total Output Tokens

Quick Compare

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Category Breakdown

Category Score Consistency Tests Correct
Anti-AI Tricks 3.1 9.9
Coding 4.6 7.9
Combined 3.0 10.0
Data parsing and extraction 10.0 10.0
Domain specific 3.0 10.0
General Intelligence 5.0 10.0
Instructions following 4.8 10.0
Puzzle Solving 3.3 10.0
Tool Calling 10.0 10.0
Trivia 3.0 10.0

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