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Dots 3 Note Preview (default) vs Ling 2.6 Flash (default)

Dots 3 Note Preview (default) leads on average score with 5.0 vs 4.5. Dots 3 Note Preview (default) has the lower benchmark cost at $0.000 vs $0.002. Dots 3 Note Preview (default) is faster at 5.36s vs 10.21s, with pass rates of 15.9% vs 29.0%.

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
#382
Total Output Tokens
14,903
Response Time (avg)
10.21s
Total Cost
$0.002
Recommended model Dots 3 Note Preview (default)

It has the best score here (5.0), while responding about 1.9x faster than Ling 2.6 Flash (default).

Detailed comparison

Metric Dots 3 Note Preview Dots 3 Note Preview default Release: 2026-08-14 Free Available Ling 2.6 Flash Ling 2.6 Flash default Release: 2026-04-21
Score 5.0 4.5
Rank #352 #382
Reliability 10.0 9.6
Consistency 9.7 9.3
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 15.9% 29.0%
Flaky tests 1 2
Total Runs 69 69
Cost per result 0.000 0.024
Total Cost $0.000 $0.002
Input Price $0.000 / 1M $0.010 / 1M
Output Price $0.000 / 1M $0.030 / 1M
Cache Read Price N/A N/A
Cache Write Price N/A N/A
Total Input Tokens 225,907 114,384
Output Tokens 22,507 14,903
Reasoning Tokens 0 0
Response Time (avg) 5.36s 10.21s
Response Time (max) 45.71s 36.03s
Response Time (total) 123.38s 214.31s
Parameters 280B total (16B active) 104B total (7.4B active)
Availability Open source Open source

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

#382 Ling 2.6 Flash

default
Ling-2.6-flash is no longer available as a free model. It has transitioned to a paid model. Continue using it here: https://openrouter.ai/inclusionai/ling-2.6-flash
Cost
$0.000
Time
0.0s
Tokens
0 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
Ling 2.6 Flash 5.3 10.0 33.3% 0 11.21s 813 381 0

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