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Gemini Decision 1 (default) vs Ling 3.0 Tiny (medium)

Ling 3.0 Tiny (medium) leads on average score with 3.6 vs 2.9. Ling 3.0 Tiny (medium) has the lower benchmark cost at $0.000 vs $0.006. Gemini Decision 1 (default) is faster at 652ms vs 64.99s, with pass rates of 23.2% vs 23.2%.

Last updated at: 2026-11-13

Compared models

Rank
#475
Total Output Tokens
0
Response Time (avg)
652ms
Total Cost
$0.006
Rank
#457
Total Output Tokens
911,748
Response Time (avg)
64.99s
Total Cost
$0.000
Recommended model Ling 3.0 Tiny (medium)

It has the strongest score in this comparison (3.6) and the best overall balance of cost and response time across 2 models.

Detailed comparison

Metric Gemini Decision 1 Gemini Decision 1 default Release: 2026-11-12 Ling 3.0 Tiny Ling 3.0 Tiny medium Release: 2026-08-07
Score 2.9 3.6
Rank #475 #457
Reliability 9.2 9.6
Consistency 4.9 8.9
Attempts 36/69 69/69
Tests Correct
Attempt pass rate 23.2% 23.2%
Flaky tests 1 3
Total Runs 36 69
Cost per result 0.101 0.000
Total Cost $0.006 $0.000
Input Price $0.100 / 1M $0.000 / 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 50,079 103,898
Output Tokens 0 148,304
Reasoning Tokens 0 774,972
Response Time (avg) 652ms 64.99s
Response Time (max) 1.27s 262.20s
Response Time (total) 7.83s 1429.68s
Parameters - 7.9B total (1.3B active)
Availability Closed 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.

#475 Gemini Decision 1

default
No showcase result has been generated for this model yet.
Cost
N/A
Time
-
Tokens
0 tok

#457 Ling 3.0 Tiny

medium
No output was saved. The original provider response or failure reason is unavailable.
Cost
$0.000
Time
177.4s
Tokens
6,873 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
Gemini Decision 1 4.5 6.7 33.3% 0 558ms 24,507 0 0
Ling 3.0 Tiny 2.9 10.0 0.0% 0 211.99s 7,948 70,838 206,006

Quick Compare

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