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Ling 3.0 Tiny (high) vs Decider V1.1 27B (default)

Ling 3.0 Tiny (high) leads on average score with 3.7 vs 2.6. Ling 3.0 Tiny (high) has the lower benchmark cost at $0.000 vs $0.002. Decider V1.1 27B (default) is faster at 320ms vs 72.24s, with pass rates of 23.2% vs 17.4%.

Last updated at: 2026-10-07

Compared models

Rank
#373
Total Output Tokens
939,018
Response Time (avg)
72.24s
Total Cost
$0.000
Rank
#395
Total Output Tokens
69
Response Time (avg)
320ms
Total Cost
$0.002
Recommended model Ling 3.0 Tiny (high)

It has the strongest score in this comparison (3.7) and the best overall balance of cost and response time across 2 models.

Detailed comparison

Metric Ling 3.0 Tiny Ling 3.0 Tiny high Release: 2026-08-07 Decider V1.1 27B Decider V1.1 27B default Release: 2026-10-07
Score 3.7 2.6
Rank #373 #395
Reliability 10.0 10.0
Consistency 8.9 5.2
Attempts 69/69 36/69
Tests Correct
Attempt pass rate 23.2% 17.4%
Flaky tests 3 0
Total Runs 69 36
Cost per result 0.000 0.037
Total Cost $0.000 $0.002
Input Price $0.000 / 1M $0.020 / 1M
Output Price $0.000 / 1M $0.000 / 1M
Cache Read Price N/A N/A
Cache Write Price N/A N/A
Total Input Tokens 115,314 73,557
Output Tokens 133,965 69
Reasoning Tokens 816,718 0
Response Time (avg) 72.24s 320ms
Response Time (max) 345.15s 491ms
Response Time (total) 1589.23s 3.84s
Parameters 7.9B total (1.3B active) 27B
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.

#373 Ling 3.0 Tiny

high
No output was saved. The original provider response or failure reason is unavailable.
Cost
$0.000
Time
169.5s
Tokens
5,252 tok

#395 Decider V1.1 27B

default
No showcase result has been generated for this model yet.
Cost
N/A
Time
-
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
Ling 3.0 Tiny 2.9 10.0 0.0% 0 177.65s 7,767 59,320 177,922
Decider V1.1 27B 4.9 6.7 33.3% 0 305ms 32,733 12 0

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