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#114

Ling 3.0 Flash

Inclusionai Release: 2026-07-24 Tested on: 2026-07-24 01:18 inclusionai/ling-3.0-flash::high
(high) (none)

Summary

Ling 3.0 Flash scores 6.4 on AI BENCHY and ranks #114. It has 9.4 reliability, a 63.6% pass rate, $0.000 total cost, and 13.32s average response time.

What makes Ling 3.0 Flash unique: It stands out most in Coding, where it ranks #1, while Combined is its weakest area at #14. Its total benchmark cost is unusually low for its score range.

Score

6.4

Consistency

8.6

Reliability

9.4

Total Cost (Current Price)

$0.000

Total Output Tokens

304,387

Total Input Tokens

132,224

Input Price

$0.000 / 1M

Output Price

$0.000 / 1M

Tests Correct

Wrong Tests: 10

Attempt pass rate: 63.6%

Flaky tests

4

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

Response Time (avg)

13.32s

Response Time (max): 75.27s

Response Time (total): 292.99s

Wrong answer: 8 Invalid tool call: 2

Hamster playing table tennis

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

#114 Ling 3.0 Flash

high
Cost
$0.000
Time
30.7s
Tokens
10,576 tok

Price History

Historical pricing data for this model from OpenRouter.

Date Input Price Output Price
2026-07-24 01:22 $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 10.0 10.0
Coding 6.7 5.0
Combined 2.9 6.0
Data parsing and extraction 7.3 5.8
Domain specific 3.0 10.0
General Intelligence 5.0 10.0
Instructions following 10.0 10.0
Puzzle Solving 10.0 10.0
Tool Calling 10.0 10.0
Trivia 3.0 10.0

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