Advertise here
#290

Dots 3 Note Preview

Dots Studio Release: 2026-08-14 Tested on: 2026-10-01 04:20 dots-studio/dots-3-note-preview::high
280B total (16B active)MoEOpen source
(high) (medium) (low) (default)

Summary

Dots 3 Note Preview scores 6.4 on AI BENCHY and ranks #290. It has 10.0 reliability, a 59.4% pass rate, $0.000 total cost, and 70.48s 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 #15. 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.

Parameter source Availability source

Score

6.4

Consistency

7.5

Reliability

10.0

Total Cost (Current Price)

$0.000

Total Output Tokens

651,858

Total Input Tokens

255,887

Input Price

$0.000 / 1M

Output Price

$0.000 / 1M

Cache Read Price

N/A

Cache Write Price

N/A

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

Tests Correct

Wrong Tests: 13

Attempt pass rate: 59.4%

Flaky tests

7

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

Response Time (avg)

70.48s

Response Time (max): 480.52s

Response Time (total): 1620.93s

Wrong answer: 9 No answer: 2 Did not follow instructions: 1 Invalid tool call: 1

Hamster playing table tennis

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

#290 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

Dots 3 Note PreviewhighFree AvailablevsMiMo-V2.5-PromediumDots 3 Note PreviewhighFree AvailablevsDots 3 Note PreviewlowFree AvailableDots 3 Note PreviewhighFree AvailablevsERNIE-Light-DT-1.0lowDots 3 Note PreviewhighFree AvailablevsLongCat 2.0noneDots 3 Note PreviewhighFree AvailablevsGemini 3.5 FlashminimalDots 3 Note PreviewhighFree AvailablevsQwen3.5-35B-A3BmediumDots 3 Note PreviewhighFree AvailablevsMercury 2.5mediumDots 3 Note PreviewhighFree AvailablevsQwen3.6 27BnoneDots 3 Note PreviewhighFree AvailablevsBeam 1.0 501B A23BlowDots 3 Note PreviewhighFree AvailablevsGemini 3.5 Flash Litelow

Category Breakdown

Category Score Consistency Tests Correct
Agentic 6.1 3.1
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