Particle-1 (low) vs Qwen3.8 Max (0902) (high)

Compared models

Rank: #53
Total Output Tokens: 241,020
Response Time (avg): 18.93s
Total Cost: $0.134

Rank: #44
Total Output Tokens: 441,352
Response Time (avg): 186.06s
Total Cost: $3.306

Recommended model Particle-1 (low)

Its score stays close to the best score here (9.1 vs 9.1), while costing about 24.7x less than Qwen3.8 Max (0902) (high).

Detailed comparison

Metric	Particle-1 Particle-1 low Release: 2026-10-28	Qwen3.8 Max (0902) Qwen3.8 Max (0902) high Release: 2026-09-07

Metric	Particle-1 Particle-1 low Release: 2026-10-28	Qwen3.8 Max (0902) Qwen3.8 Max (0902) high Release: 2026-09-07
Score	9.1	9.1
Rank	#53	#44
Reliability	9.8	9.8
Consistency	9.3	9.1
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	72.5%	87.0%
Flaky tests	2	3
Total Runs	69	69
Cost per result	0.836	18.364
Total Cost	$0.134	$3.306
Input Price	$0.050 / 1M	$2.000 / 1M
Output Price	$0.500 / 1M	$6.000 / 1M
Cache Read Price	$0.003 / 1M	$0.250 / 1M
Cache Write Price	N/A	$2.500 / 1M
Total Input Tokens	264,977	328,637
Output Tokens	6,605	8,619
Reasoning Tokens	234,415	432,733
Response Time (avg)	18.93s	186.06s
Response Time (max)	173.97s	912.78s
Response Time (total)	435.48s	4279.49s
Parameters	~748B total (~16B active)	2.4T total (~100B active)
Availability	Closed	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.

#53 Particle-1

low

Cost: $0.006
Time: 42.6s
Tokens: 10,625 tok

#44 Qwen3.8 Max (0902)

high

Reached the allocated time limit (600 seconds) without receiving showcase output.

Cost: $0.000
Time: 600.0s
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

Category:

Agentic	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	10.0	10.0	100.0%	0		44.60s	151,017	1,674	6,819
Qwen3.8 Max (0902)	10.0	10.0	100.0%	0		197.08s	219,411	1,729	20,180

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	8.3	10.0	75.0%	0		1.92s	1,488	159	1,727
Qwen3.8 Max (0902)	10.0	10.0	100.0%	0		15.86s	1,128	263	6,631

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	10.0	10.0	100.0%	0		21.73s	7,986	315	34,150
Qwen3.8 Max (0902)	10.0	10.0	100.0%	0		253.22s	8,235	418	91,734

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	10.0	10.0	100.0%	0		17.86s	82,622	3,557	15,590
Qwen3.8 Max (0902)	8.7	6.9	83.3%	1		110.39s	79,527	5,215	28,102

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	10.0	10.0	100.0%	0		2.22s	7,764	201	1,325
Qwen3.8 Max (0902)	10.0	10.0	100.0%	0		16.37s	8,010	261	3,598

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	2.9	7.2	11.1%	1		85.62s	1,386	16	168,136
Qwen3.8 Max (0902)	5.9	7.2	55.6%	1		658.46s	842	31	154,450

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	10.0	10.0	100.0%	0		2.92s	708	130	647
Qwen3.8 Max (0902)	6.5	3.4	66.7%	1		75.11s	630	80	8,110

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	9.9	10.0	100.0%	0		1.55s	1,101	63	901
Qwen3.8 Max (0902)	9.8	10.0	100.0%	0		7.55s	927	86	1,823

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	5.9	7.7	44.4%	1		2.56s	1,305	247	2,803
Qwen3.8 Max (0902)	10.0	10.0	100.0%	0		134.14s	1,038	268	47,351

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	10.0	10.0	100.0%	0		2.47s	9,180	228	371
Qwen3.8 Max (0902)	10.0	10.0	100.0%	0		5.21s	8,571	249	243

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	3.0	10.0	0.0%	0		4.87s	420	15	1,946
Qwen3.8 Max (0902)	3.0	10.0	0.0%	0		532.59s	318	19	70,511

Switch Comparison Pair

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