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Cobuddy vs Thinking Machines: Inkling

Inkling leads on average score with 5.2 vs 4.7. Cobuddy (medium) has the lower benchmark cost at $0.000 vs $0.147. Inkling is faster at 3.50s vs 39.90s, with pass rates of 45.5% vs 28.8%.

Recommended modelInklingIt has the best score here (5.2), while responding about 11.4x faster than Cobuddy (medium).

Last updated at: 2026-07-18

Metric Cobuddy Cobuddy medium Release: 2026-05-06 Inkling Inkling none Release: 2026-07-18
Score 4.7 5.2
Rank #184 #160
Reliability 10.0 9.9
Consistency 7.2 9.6
Tests Correct
Attempt pass rate 45.5% 28.8%
Flaky tests 6 1
Total Runs 63 66
Cost per result 0.000 2.448
Total Cost $0.000 $0.147
Input Price $0.000 / 1M $1.000 / 1M
Output Price $0.000 / 1M $4.050 / 1M
Total Input Tokens 37,449 104,111
Output Tokens 1,677 10,551
Reasoning Tokens 116,703 0
Response Time (avg) 39.90s 3.50s
Response Time (max) 309.02s 48.02s
Response Time (total) 797.98s 77.09s

Hamster playing table tennis

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

#184 Cobuddy

medium
No endpoints found for baidu/cobuddy:free.
Cost
$0.000
Time
0.1s
Tokens
0 tok

#160 Thinking Machines: Inkling

none
Provider returned error
Cost
$0.000
Time
5.3s
Tokens
0 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
Inkling 4.5 10.0 0.0% 0 1.01s 7,356 436 0

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