Particle-1 vs GLM 5.3 FlashX (low)

Compared models

Rank: #312
Total Output Tokens: 87,599
Response Time (avg): 8.61s
Total Cost: $0.059

Rank: #313
Total Output Tokens: 43,203
Response Time (avg): 9.69s
Total Cost: $0.157

Recommended model Particle-1

It has the best score here (6.0), while costing about 2.7x less than GLM 5.3 FlashX (low).

Detailed comparison

Metric	Particle-1 Particle-1 none Release: 2026-10-28	GLM 5.3 FlashX GLM 5.3 FlashX low Release: 2026-09-21

Metric	Particle-1 Particle-1 none Release: 2026-10-28	GLM 5.3 FlashX GLM 5.3 FlashX low Release: 2026-09-21
Score	6.0	6.0
Rank	#312	#313
Reliability	10.0	10.0
Consistency	9.4	6.8
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	34.8%	63.8%
Flaky tests	2	9
Total Runs	69	69
Cost per result	0.829	1.423
Total Cost	$0.059	$0.157
Input Price	$0.050 / 1M	$0.370 / 1M
Output Price	$0.500 / 1M	$1.250 / 1M
Cache Read Price	$0.003 / 1M	$0.090 / 1M
Cache Write Price	N/A	N/A
Total Input Tokens	284,369	277,028
Output Tokens	87,599	11,965
Reasoning Tokens	0	31,238
Response Time (avg)	8.61s	9.69s
Response Time (max)	107.90s	77.99s
Response Time (total)	198.13s	222.83s
Parameters	~748B total (~16B active)	320B total (18B 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.

#312 Particle-1

none

Cost: $0.001
Time: 8.0s
Tokens: 1,715 tok

#313 GLM 5.3 FlashX

low

Cost: $0.002
Time: 8.4s
Tokens: 1,526 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	6.1	3.1	66.7%	1		49.30s	150,957	3,414	0
GLM 5.3 FlashX	4.7	3.1	33.3%	1		77.99s	159,703	1,471	4,696

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	3.8	10.0	0.0%	0		1.86s	1,188	725	0
GLM 5.3 FlashX	8.2	7.9	83.3%	1		1.56s	639	278	353

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	5.3	7.9	11.1%	1		36.78s	7,761	73,822	0
GLM 5.3 FlashX	5.5	7.4	44.4%	1		5.45s	7,317	382	4,760

Combined	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		7.48s	104,204	8,633	0
GLM 5.3 FlashX	2.8	1.6	33.3%	2		42.40s	92,545	8,581	18,553

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		1.00s	7,614	201	0
GLM 5.3 FlashX	10.0	10.0	100.0%	0		1.59s	7,149	210	81

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	7.7	10.0	66.7%	0		759ms	1,161	27	0
GLM 5.3 FlashX	3.5	4.4	33.3%	2		3.87s	759	36	2,040

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	5.3	10.0	0.0%	0		1.25s	633	113	0
GLM 5.3 FlashX	4.7	1.6	66.7%	1		2.07s	498	137	0

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	6.5	10.0	50.0%	0		1.21s	951	112	0
GLM 5.3 FlashX	10.0	10.0	100.0%	0		1.34s	678	72	84

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	5.7	9.9	33.3%	0		1.15s	1,080	309	0
GLM 5.3 FlashX	7.7	7.3	77.8%	1		1.89s	672	460	336

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		3.68s	8,475	228	0
GLM 5.3 FlashX	10.0	10.0	100.0%	0		9.52s	6,861	231	20

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		994ms	345	15	0
GLM 5.3 FlashX	3.0	10.0	0.0%	0		2.69s	207	107	315

Switch Comparison Pair

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