Qwen3.6 35B A3B vs Inkling Small (low)

Compared models

Recommended model Inkling Small (low)

Its score stays close to the best score here (5.2 vs 5.3), while costing about 1.8x less than Qwen3.6 35B A3B.

Metric	Qwen3.6 35B A3B Qwen3.6 35B A3B none Release: 2026-04-20	Inkling Small Inkling Small low Release: 2026-08-01 Free Available

Metric	Qwen3.6 35B A3B Qwen3.6 35B A3B none Release: 2026-04-20	Inkling Small Inkling Small low Release: 2026-08-01 Free Available
Score	5.3	5.2
Rank	#284	#285
Reliability	10.0	10.0
Consistency	7.9	8.7
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	29.0%	47.8%
Flaky tests	6	4
Total Runs	69	69
Cost per result	2.586	0.649
Total Cost	$0.105	$0.059
Input Price	$0.150 / 1M	$0.450 / 1M
Output Price	$1.000 / 1M	$1.200 / 1M
Total Input Tokens	272,479	81,447
Output Tokens	63,781	2,715
Reasoning Tokens	0	11,971
Response Time (avg)	8.43s	1.99s
Response Time (max)	65.61s	5.82s
Response Time (total)	176.93s	45.67s
Parameters	35B total (3B active)	276B total (12B active)
Availability	Open source	Closed

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

none

low

Category:

Agentic	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.6 35B A3B	5.2	3.2	33.3%	1		65.61s	178,489	17,876	0
Inkling Small	3.0	10.0	0.0%	0		24ms	0	0	0

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.6 35B A3B	3.6	7.6	16.7%	1		2.10s	696	1,571	0
Inkling Small	9.2	8.4	91.7%	1		1.81s	702	240	1,831

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.6 35B A3B	5.5	10.0	33.3%	0		8.77s	7,911	11,161	0
Inkling Small	4.6	5.0	33.3%	2		3.70s	7,374	375	4,332

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.6 35B A3B	3.8	5.8	33.3%	1		39.54s	74,650	19,202	0
Inkling Small	3.0	10.0	0.0%	0		4.08s	55,293	893	1,420

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.6 35B A3B	10.0	10.0	100.0%	0		1.46s	7,788	248	0
Inkling Small	10.0	10.0	100.0%	0		1.25s	7,068	216	372

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.6 35B A3B	2.9	7.2	11.1%	1		7.76s	792	10,329	0
Inkling Small	5.3	10.0	33.3%	0		852ms	804	68	602

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.6 35B A3B	4.4	3.0	33.3%	1		3.51s	520	1,545	0
Inkling Small	5.3	10.0	0.0%	0		1.42s	501	141	389

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.6 35B A3B	6.2	5.8	66.7%	1		1.86s	709	1,264	0
Inkling Small	9.9	10.0	100.0%	0		1.89s	708	93	902

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.6 35B A3B	3.2	9.9	0.0%	0		1.07s	714	573	0
Inkling Small	5.3	7.2	44.4%	1		1.56s	714	315	1,225

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.6 35B A3B	3.0	10.0	0.0%	0		0ms	0	0	0
Inkling Small	3.0	10.0	0.0%	0		2.21s	8,064	339	84

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.6 35B A3B	3.0	10.0	0.0%	0		414ms	210	12	0
Inkling Small	3.0	10.0	0.0%	0		2.00s	219	35	814

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