Particle-1 (xhigh) vs Qwen3.8 27B (high)

Compared models

Rank: #79
Total Output Tokens: 406,520
Response Time (avg): 33.94s
Total Cost: $0.219

Rank: #81
Total Output Tokens: 677,080
Response Time (avg): 166.34s
Total Cost: ~$0.298

Recommended model Particle-1 (xhigh)

It has the best score here (8.7), while responding about 4.9x faster than Qwen3.8 27B (high).

Detailed comparison

Metric	Particle-1 Particle-1 xhigh Release: 2026-10-28	Qwen3.8 27B Qwen3.8 27B high Release: 2026-08-14 Free Available

Metric	Particle-1 Particle-1 xhigh Release: 2026-10-28	Qwen3.8 27B Qwen3.8 27B high Release: 2026-08-14 Free Available
Score	8.7	8.7
Rank	#79	#81
Reliability	9.7	9.7
Consistency	8.2	9.2
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	75.4%	78.3%
Flaky tests	5	2
Total Runs	69	69
Cost per result	1.457	~1.751
Total Cost	$0.219	~$0.298
Input Price	$0.050 / 1M	N/A
Output Price	$0.500 / 1M	N/A
Cache Read Price	$0.003 / 1M	N/A
Cache Write Price	N/A	N/A
Total Input Tokens	303,005	348,967
Output Tokens	8,956	1,005
Reasoning Tokens	397,564	676,075
Response Time (avg)	33.94s	166.34s
Response Time (max)	311.98s	640.85s
Response Time (total)	780.68s	3825.81s
Parameters	~748B total (~16B active)	27.3B
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.

#79 Particle-1

xhigh

Cost: $0.005
Time: 58.0s
Tokens: 9,958 tok

#81 Qwen3.8 27B

high

Cost: ~$0.008
Time: 270.1s
Tokens: 18,963 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		53.12s	168,002	2,324	6,194
Qwen3.8 27B	10.0	10.0	100.0%	0		132.27s	248,788	101	20,344

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		1.97s	1,488	141	1,918
Qwen3.8 27B	10.0	10.0	100.0%	0		8.10s	1,128	114	5,319

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	8.2	7.2	88.9%	1		65.84s	7,986	403	117,638
Qwen3.8 27B	8.1	7.0	88.9%	1		248.62s	8,235	346	143,335

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		21.19s	103,771	5,177	20,462
Qwen3.8 27B	10.0	10.0	100.0%	0		185.57s	68,997	66	72,556

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		1.80s	7,764	201	1,282
Qwen3.8 27B	10.0	10.0	100.0%	0		34.85s	9,675	123	10,320

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	2.9	4.4	22.2%	2		146.82s	1,386	13	237,921
Qwen3.8 27B	5.3	10.0	33.3%	0		526.74s	975	6	234,555

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		1.80s	708	128	602
Qwen3.8 27B	5.0	10.0	0.0%	0		8.45s	630	63	1,191

Instructions following	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		1.86s	1,101	63	847
Qwen3.8 27B	9.8	10.0	100.0%	0		8.24s	927	42	2,871

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	6.2	4.8	66.7%	2		3.51s	1,305	234	3,158
Qwen3.8 27B	7.6	7.2	77.8%	1		199.90s	1,038	120	138,427

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		4.74s	9,074	258	318
Qwen3.8 27B	10.0	10.0	100.0%	0		5.62s	8,256	21	912

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		14.96s	420	14	7,224
Qwen3.8 27B	3.0	10.0	0.0%	0		263.98s	318	3	46,245

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