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#307

Ling 3.0 Tiny

Inclusionai Release: 2026-08-07 Tested on: 2026-08-14 03:09 inclusionai/ling-3.0-tiny::low
7.9B total (1.3B active)MoEOpen source
(high) (medium) (low) (none)

Summary

Ling 3.0 Tiny scores 3.8 on AI BENCHY and ranks #307. It has 9.6 reliability, a 19.7% pass rate, $0.000 total cost, and 66.16s average response time.

What makes Ling 3.0 Tiny unique: Its total benchmark cost is unusually low for its score range.

Model facts

Researched on 2026-08-12

Reported
Parameters
7.9B total (1.3B active)
Architecture
MoE
Availability
Open source
License
MIT
Parameter source Availability source

Score

3.8

Consistency

9.7

Reliability

9.6

Total Cost (Current Price)

$0.000

Total Output Tokens

879,532

Total Input Tokens

99,662

Input Price

$0.000 / 1M

Output Price

$0.000 / 1M

Tests Correct

Wrong Tests: 18

Attempt pass rate: 19.7%

Flaky tests

1

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

Response Time (avg)

66.16s

Response Time (max): 252.08s

Response Time (total): 1389.33s

No answer: 7 Wrong answer: 5 Did not follow instructions: 4 API error: 1 Invalid tool call: 1

Hamster playing table tennis

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

#307 Ling 3.0 Tiny

low
No output was saved. The original provider response or failure reason is unavailable.
Cost
$0.000
Time
200.0s
Tokens
5,030 tok

Run history

Tested on Score Reliability Tests Correct Total Cost Compare
2026-08-14 03:09 Re-test 3.8 9.6 $0.000 Current run
2026-08-07 23:06 First recorded run 3.8 9.7 $0.000 Compare

This run used a different benchmark suite. Keep suite changes in mind when reading historical movement.

Price History

Historical pricing data for this model from OpenRouter.

Date Input Price Output Price
2026-08-14 12:51 $0.000 / 1M $0.000 / 1M

Charts

Choose the first model, then click a second model to open a side-by-side page.

Total Output Tokens

Score vs Total Output Tokens

Quick Compare

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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 2.8 10.0
Domain specific 3.0 10.0
General Intelligence 5.1 3.4
Instructions following 6.6 10.0
Puzzle Solving 3.0 10.0
Tool Calling 10.0 10.0
Trivia 3.0 10.0

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