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#156

Dots 3 Note Preview

Dots Studio Release: 2026-08-14 Tested on: 2026-08-15 21:59 dots-studio/dots-3-note-preview::high
280B total (16B active)MoEOpen source

Summary

Dots 3 Note Preview scores 6.4 on AI BENCHY and ranks #156. It has 10.0 reliability, a 59.1% pass rate, $0.000 total cost, and 67.81s average response time.

What makes Dots 3 Note Preview unique: It stands out most in Combined, where it ranks #3, while General Intelligence is its weakest area at #14. Its total benchmark cost is unusually low for its score range. It uses unusually many reasoning tokens, which can help explain its slower or more expensive runs.

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.

Score

6.4

Consistency

7.7

Total Output Tokens

732,062

Total Input Tokens

127,621

Input Price

$0.000 / 1M

Output Price

$0.000 / 1M

Tests Correct

Wrong Tests: 12

Attempt pass rate: 59.1%

Flaky tests

6

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

Response Time (avg)

67.81s

Response Time (max): 480.52s

Response Time (total): 1491.80s

Hamster playing table tennis

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

#156 Dots 3 Note Preview

high
Cost
$0.000
Time
56.8s
Tokens
7,778 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

Category Breakdown

Category Score Consistency Tests Correct
Anti-AI Tricks 8.7 7.9
Coding 5.8 4.4
Combined 6.9 5.9
Data parsing and extraction 7.3 5.8
Domain specific 5.3 10.0
General Intelligence 3.4 9.9
Instructions following 8.3 10.0
Puzzle Solving 5.5 7.1
Tool Calling 10.0 10.0
Trivia 3.0 10.0

Compared models