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Ling 3.0 Tiny (default) vs LFM3-1.7B (default)

LFM3-1.7B (default) leads on average score with 4.1 vs 3.8. Ling 3.0 Tiny (default) has the lower benchmark cost at $0.000 vs $0.084. Ling 3.0 Tiny (default) is faster at 13.39s vs 16.99s, with pass rates of 8.7% vs 34.8%.

Last updated at: 2026-11-10

Compared models

Rank
#437
Total Output Tokens
110,071
Response Time (avg)
13.39s
Total Cost
$0.000
Rank
#430
Total Output Tokens
329,997
Response Time (avg)
16.99s
Total Cost
$0.084
Recommended model LFM3-1.7B (default)

It has the strongest score in this comparison (4.1) and the best overall balance of cost and response time across 2 models.

Detailed comparison

Metric Ling 3.0 Tiny Ling 3.0 Tiny default Release: 2026-08-07 LFM3-1.7B LFM3-1.7B default Release: 2026-11-06 Free Available
Score 3.8 4.1
Rank #437 #430
Reliability 9.8 10.0
Consistency 10.0 8.2
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 8.7% 34.8%
Flaky tests 0 5
Total Runs 69 69
Cost per result 0.000 1.672
Total Cost $0.000 $0.084
Input Price $0.000 / 1M $0.080 / 1M
Output Price $0.000 / 1M $0.200 / 1M
Cache Read Price N/A $0.020 / 1M
Cache Write Price N/A N/A
Total Input Tokens 184,579 219,830
Output Tokens 110,071 5,711
Reasoning Tokens 0 324,286
Response Time (avg) 13.39s 16.99s
Response Time (max) 240.61s 56.52s
Response Time (total) 294.48s 390.77s
Parameters 7.9B total (1.3B active) 1.7B
Availability Open source Weights available

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.

#437 Ling 3.0 Tiny

default
No output was saved. The original provider response or failure reason is unavailable.
Cost
$0.000
Time
334.1s
Tokens
32,913 tok

#430 LiquidAI: LFM3-1.7B

default
OpenRouter returned no showcase content (finish_reason: length).
Cost
$0.002
Time
23.3s
Tokens
8,320 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
Ling 3.0 Tiny 4.2 10.0 0.0% 0 1.19s 8,307 798 0
LFM3-1.7B 2.9 10.0 0.0% 0 26.48s 7,461 0 73,728

Quick Compare

Switch Comparison Pair

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