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Gemini 3 Flash Preview (high) vs Ling 3.0 Tiny (high)

Ling 3.0 Tiny (high) leads on average score with 3.7 vs 1.8. Ling 3.0 Tiny (high) has the lower benchmark cost at $0.000 vs $0.105. Gemini 3 Flash Preview (high) is faster at 52.45s vs 72.24s, with pass rates of 4.4% vs 23.2%.

Last updated at: 2026-10-01

Compared models

Rank
#378
Total Output Tokens
12,557
Response Time (avg)
52.45s
Total Cost
$0.105
Rank
#354
Total Output Tokens
950,683
Response Time (avg)
72.24s
Total Cost
$0.000
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 all 2 models.

Detailed comparison

Metric Gemini 3 Flash Preview Gemini 3 Flash Preview high Release: 2025-12-17 Ling 3.0 Tiny Ling 3.0 Tiny high Release: 2026-08-07
Score 1.8 3.7
Rank #378 #354
Reliability 10.0 10.0
Consistency 4.0 8.9
Attempts 3/69 69/69
Tests Correct
Attempt pass rate 4.4% 23.2%
Flaky tests 0 3
Total Runs 3 69
Cost per result 10.470 0.000
Total Cost $0.105 $0.000
Input Price $0.500 / 1M $0.000 / 1M
Output Price $3.000 / 1M $0.000 / 1M
Total Input Tokens 134,050 115,314
Output Tokens 1,029 133,965
Reasoning Tokens 11,528 816,718
Response Time (avg) 52.45s 72.24s
Response Time (max) 52.45s 345.15s
Response Time (total) 52.45s 1589.23s
Parameters ~500B total (~20B active) 7.9B total (1.3B active)
Availability Closed Open source

Model generation showcase

Hamster playing table tennis

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

#378 Gemini 3 Flash Preview

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

#354 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

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 3 Flash Preview 0.0 0.0 0.0% 0 0ms 0 0 0
Ling 3.0 Tiny 2.9 10.0 0.0% 0 177.65s 7,767 59,320 177,922

Quick Compare

Switch Comparison Pair

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