Navigate
AI BENCHY
Advertise here

Ling 3.0 Tiny — high vs low

The average score is effectively tied at 3.8 vs 3.8. Benchmark cost is effectively tied at $0.000 vs $0.000. low is faster at 66.85s vs 76.06s, with pass rates of 24.2% vs 19.7%.

Last updated at: 2026-08-07

Rank
#240
Total Output Tokens
1,048,987
Response Time (avg)
76.06s
Total Cost
$0.000
Rank
#241
Total Output Tokens
977,836
Response Time (avg)
66.85s
Total Cost
$0.000
Recommended model high

It has the strongest score in this comparison (3.8) and the best overall balance of cost and response time across all 2 models.

Detailed comparison

Metric Ling 3.0 Tiny Ling 3.0 Tiny high Release: 2026-08-07 Free Available Ling 3.0 Tiny Ling 3.0 Tiny low Release: 2026-08-07 Free Available
Score 3.8 3.8
Rank #240 #241
Reliability 10.0 9.7
Consistency 8.8 9.7
Benchmark coverage 22/22 tests · 66/66 attempts 22/22 tests · 66/66 attempts
Tests Correct
Attempt pass rate 24.2% 19.7%
Flaky tests 3 1
Total Runs 66 66
Cost per result 0.000 0.000
Total Cost $0.000 $0.000
Input Price $0.000 / 1M $0.000 / 1M
Output Price $0.000 / 1M $0.000 / 1M
Total Input Tokens 115,494 99,842
Output Tokens 139,569 152,159
Reasoning Tokens 909,418 825,677
Response Time (avg) 76.06s 66.85s
Response Time (max) 345.15s 252.08s
Response Time (total) 1673.38s 1470.69s

Model generation showcase

Hamster playing table tennis

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

#240 Ling 3.0 Tiny

high
Invalid SVG
Cost
$0.000
Time
169.5s
Tokens
5,252 tok

#241 Ling 3.0 Tiny

low
Invalid SVG
Cost
$0.000
Time
200.0s
Tokens
5,030 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
Ling 3.0 Tiny 2.9 10.0 0.0% 0 177.65s 7,767 59,320 177,922
Ling 3.0 Tiny 2.9 10.0 0.0% 0 170.73s 7,619 56,012 170,220

Quick Compare

Switch Comparison Pair