Apodex 1.1 Mini (medium) vs Qwen3.6 Flash

Compared models

Rank: #251
Total Output Tokens: 474,688
Response Time (avg): 32.68s
Total Cost: $0.000

Rank: #260
Total Output Tokens: 57,714
Response Time (avg): 7.63s
Total Cost: $0.139

Recommended model Qwen3.6 Flash

Its score stays close to the best score here (5.9 vs 6.0), while responding about 4.3x faster than Apodex 1.1 Mini (medium).

Detailed comparison

Metric	Apodex 1.1 Mini Apodex 1.1 Mini medium Release: 2026-10-02 Free Available	Qwen3.6 Flash Qwen3.6 Flash none Release: 2026-04-20

Metric	Apodex 1.1 Mini Apodex 1.1 Mini medium Release: 2026-10-02 Free Available	Qwen3.6 Flash Qwen3.6 Flash none Release: 2026-04-20
Score	6.0	5.9
Rank	#251	#260
Reliability	9.9	10.0
Consistency	7.0	9.6
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	68.1%	33.3%
Flaky tests	9	1
Total Runs	69	69
Cost per result	0.000	2.032
Total Cost	$0.000	$0.139
Input Price	$0.000 / 1M	$0.188 / 1M
Output Price	$0.000 / 1M	$1.125 / 1M
Cache Read Price	N/A	N/A
Cache Write Price	N/A	$0.235 / 1M
Total Input Tokens	293,112	388,929
Output Tokens	152,376	57,714
Reasoning Tokens	357,890	0
Response Time (avg)	32.68s	7.63s
Response Time (max)	115.57s	93.47s
Response Time (total)	751.72s	175.42s
Parameters	35B total (~3B active)	~35B total (~3B active)
Availability	Open source	Closed

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.

#251 Apodex 1.1 Mini

medium

Cost: $0.000
Time: 62.1s
Tokens: 12,761 tok

#260 Qwen3.6 Flash

none

Cost: $0.005
Time: 20.1s
Tokens: 4,211 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

Category:

Agentic	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Apodex 1.1 Mini	3.4	2.2	33.3%	1		85.34s	158,658	18,914	21,001
Qwen3.6 Flash	5.0	10.0	0.0%	0		93.47s	249,132	26,767	0

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Apodex 1.1 Mini	10.0	10.0	100.0%	0		8.24s	672	2,379	15,769
Qwen3.6 Flash	3.1	10.0	0.0%	0		1.63s	696	1,554	0

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Apodex 1.1 Mini	4.3	2.4	44.4%	3		51.01s	7,893	29,176	78,782
Qwen3.6 Flash	5.4	10.0	33.3%	0		1.79s	6,488	889	0

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Apodex 1.1 Mini	6.4	10.0	50.0%	0		66.43s	106,791	28,439	66,504
Qwen3.6 Flash	3.8	5.8	33.3%	1		26.50s	113,653	27,098	0

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Apodex 1.1 Mini	10.0	10.0	100.0%	0		14.99s	7,776	2,961	14,251
Qwen3.6 Flash	10.0	10.0	100.0%	0		2.13s	7,794	243	0

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Apodex 1.1 Mini	4.1	4.4	44.5%	2		63.74s	780	53,482	95,358
Qwen3.6 Flash	5.3	10.0	33.3%	0		963ms	798	15	0

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Apodex 1.1 Mini	5.1	3.4	33.3%	1		16.13s	516	9,525	9,767
Qwen3.6 Flash	10.0	10.0	100.0%	0		947ms	522	132	0

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Apodex 1.1 Mini	8.5	6.8	83.3%	1		8.56s	699	883	7,274
Qwen3.6 Flash	6.3	10.0	50.0%	0		1.10s	711	66	0

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Apodex 1.1 Mini	8.2	7.2	88.9%	1		15.19s	696	1,063	24,837
Qwen3.6 Flash	3.5	10.0	0.0%	0		1.21s	714	669	0

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Apodex 1.1 Mini	10.0	10.0	100.0%	0		4.62s	8,427	399	628
Qwen3.6 Flash	10.0	10.0	100.0%	0		2.49s	8,211	272	0

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Apodex 1.1 Mini	3.0	10.0	0.0%	0		42.92s	204	5,155	23,719
Qwen3.6 Flash	3.0	10.0	0.0%	0		649ms	210	9	0

Switch Comparison Pair