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Cobuddy (medium) vs LFM3-1.7B (default)

Cobuddy (medium) leads on average score with 4.4 vs 4.1. Cobuddy (medium) has the lower benchmark cost at $0.000 vs $0.084. LFM3-1.7B (default) is faster at 16.99s vs 38.01s, with pass rates of 43.5% vs 34.8%.

Last updated at: 2026-11-10

Compared models

Rank
#422
Total Output Tokens
118,380
Response Time (avg)
38.01s
Total Cost
$0.000
Rank
#430
Total Output Tokens
329,997
Response Time (avg)
16.99s
Total Cost
$0.084
Recommended model Cobuddy (medium)

It has the strongest score in this comparison (4.4) and the best overall balance of cost and response time across 2 models.

Detailed comparison

Metric Cobuddy Cobuddy medium Release: 2026-05-06 Free Available LFM3-1.7B LFM3-1.7B default Release: 2026-11-06 Free Available
Score 4.4 4.1
Rank #422 #430
Reliability 10.0 10.0
Consistency 7.3 8.2
Attempts 66/69 69/69
Tests Correct
Attempt pass rate 43.5% 34.8%
Flaky tests 6 5
Total Runs 66 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 37,449 219,830
Output Tokens 1,677 5,711
Reasoning Tokens 116,703 324,286
Response Time (avg) 38.01s 16.99s
Response Time (max) 309.02s 56.52s
Response Time (total) 798.15s 390.77s
Parameters ~21B total (~3B active) 1.7B
Availability Closed 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.

#422 Cobuddy

medium
No endpoints found for baidu/cobuddy:free.
Cost
$0.000
Time
0.1s
Tokens
0 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
Cobuddy 3.7 6.7 22.2% 1 79.17s 4,726 358 30,138
LFM3-1.7B 2.9 10.0 0.0% 0 26.48s 7,461 0 73,728

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