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#244

Ling 3.0 Tiny

Inclusionai Release: 2026-08-07 Tested on: 2026-08-07 23:06 inclusionai/ling-3.0-tiny::medium
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Summary

Ling 3.0 Tiny scores 3.8 on AI BENCHY and ranks #244. It has 9.7 reliability, a 24.2% pass rate, $0.000 total cost, and 68.74s average response time.

What makes Ling 3.0 Tiny unique: Its total benchmark cost is unusually low for its score range. It uses unusually many reasoning tokens, which can help explain its slower or more expensive runs.

Score

3.8

Consistency

8.9

Reliability

9.7

Total Cost (Current Price)

$0.000

Total Output Tokens

1,021,580

Total Input Tokens

104,078

Input Price

$0.000 / 1M

Output Price

$0.000 / 1M

Tests Correct

Wrong Tests: 18

Attempt pass rate: 24.2%

Flaky tests

3

Flaky tests had mixed outcomes across runs (at least one pass and one fail).

Response Time (avg)

68.74s

Response Time (max): 262.20s

Response Time (total): 1512.22s

No answer: 8 Wrong answer: 5 Did not follow instructions: 4 Invalid tool call: 1

Hamster playing table tennis

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

#244 Ling 3.0 Tiny

medium
Invalid SVG
Cost
$0.000
Time
177.4s
Tokens
6,873 tok

Price History

Historical pricing data for this model from OpenRouter.

Date Input Price Output Price
2026-08-07 22:44 $0.000 / 1M $0.000 / 1M

Charts

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Total Output Tokens

Score vs Total Output Tokens

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Category Breakdown

Category Score Consistency Tests Correct
Anti-AI Tricks 6.5 10.0
Coding 2.9 10.0
Combined 3.0 10.0
Data parsing and extraction 2.7 5.7
Domain specific 3.0 10.0
General Intelligence 3.8 2.5
Instructions following 6.8 10.0
Puzzle Solving 3.6 7.2
Tool Calling 10.0 10.0
Trivia 3.0 10.0

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