- Score
- 7.5 (+1.84 points)
- Total Cost (Current Price)
- $0.000 · 0.0% cheaper
- Response Time (avg)
- 29.38s · 58.2% faster
Dots Studio
Release: 2026-08-14
Tested on: 2026-10-01 04:19
dots-studio/dots-3-note-preview::medium
280B total (16B active)MoEOpen source
Summary
Dots 3 Note Preview scores 5.7 on AI BENCHY and ranks #351. It has 10.0 reliability, a 58.0% pass rate, $0.000 total cost, and 70.32s average response time.
What makes Dots 3 Note Preview unique: It stands out most in Combined, where it ranks #1, while Data parsing and extraction is its weakest area at #16. 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.
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Model facts
Researched on 2026-08-15
- Parameters
- 280B total (16B active)
- Architecture
- MoE
- Availability
- Open source
- License
- Apache-2.0
The official model card publishes both weights and implementation code.
5.7
Consistency
6.9
10.0
$0.000
Total Output Tokens
661,931
Total Input Tokens
208,598
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.
Flaky tests
9
Flaky tests had mixed outcomes across runs (at least one pass and one fail).
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#351 Dots 3 Note Preview
medium- Cost
- $0.000
- Time
- 585.4s
- Tokens
- 12,198 tok
Charts
Choose the first model, then click a second model to open a side-by-side page.
Top Models by Score
Score vs Total Cost
Response Time (avg)
Score vs Response Time (avg)
Total Output Tokens
Score vs Total Output Tokens
Quick Compare
Dots 3 Note PreviewmediumFree AvailablevsHy4noneDots 3 Note PreviewmediumFree AvailablevsGemma 4 31BnoneFree AvailableDots 3 Note PreviewmediumFree AvailablevsSeed 2.1 TurbononeDots 3 Note PreviewmediumFree AvailablevsSpace Bunny AlphalowDots 3 Note PreviewmediumFree AvailablevsMistral Large 4noneDots 3 Note PreviewmediumFree AvailablevsGPT-5.4noneDots 3 Note PreviewmediumFree AvailablevsGPT-5.4 MininoneDots 3 Note PreviewmediumFree AvailablevsSolar Pro 4noneDots 3 Note PreviewmediumFree AvailablevsGPT-5 NanomediumDots 3 Note PreviewmediumFree AvailablevsStep 5 Previewlow
Category Breakdown
| Category | Score | Consistency | Tests Correct |
|---|---|---|---|
| Agentic | 4.7 | 1.6 | |
| Anti-AI Tricks | 8.7 | 7.9 | |
| Coding | 4.2 | 5.1 | |
| Combined | 9.9 | 10.0 | |
| Data parsing and extraction | 4.5 | 1.4 | |
| Domain specific | 3.6 | 7.2 | |
| General Intelligence | 3.8 | 9.5 | |
| Instructions following | 8.5 | 6.8 | |
| Puzzle Solving | 5.3 | 7.2 | |
| Tool Calling | 10.0 | 10.0 | |
| Trivia | 3.0 | 10.0 |