Particle-1 (max) vs GLM 5.3 FlashX (max)

Compared models

Rank: #146
Total Output Tokens: 683,473
Response Time (avg): 46.27s
Total Cost: $0.361

Rank: #142
Total Output Tokens: 402,765
Response Time (avg): 43.97s
Total Cost: $0.623

Recommended model Particle-1 (max)

It has the best score here (7.9), while costing about 1.7x less than GLM 5.3 FlashX (max).

Detailed comparison

Metric	Particle-1 Particle-1 max Release: 2026-10-28	GLM 5.3 FlashX GLM 5.3 FlashX max Release: 2026-09-21

Metric	Particle-1 Particle-1 max Release: 2026-10-28	GLM 5.3 FlashX GLM 5.3 FlashX max Release: 2026-09-21
Score	7.9	7.9
Rank	#146	#142
Reliability	9.7	10.0
Consistency	8.5	8.0
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	68.1%	78.3%
Flaky tests	4	6
Total Runs	69	69
Cost per result	2.772	4.153
Total Cost	$0.361	$0.623
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	371,281	322,894
Output Tokens	9,043	8,010
Reasoning Tokens	674,430	394,755
Response Time (avg)	46.27s	43.97s
Response Time (max)	271.00s	390.70s
Response Time (total)	1064.17s	1011.29s
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.

#146 Particle-1

max

Cost: $0.006
Time: 45.4s
Tokens: 11,126 tok

#142 GLM 5.3 FlashX

max

Cost: $0.046
Time: 251.3s
Tokens: 36,769 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		48.22s	144,653	1,927	4,495
GLM 5.3 FlashX	6.1	3.1	66.7%	1		104.77s	221,683	1,709	25,322

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		2.05s	1,488	131	1,709
GLM 5.3 FlashX	10.0	10.0	100.0%	0		2.65s	639	301	2,210

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	6.3	4.2	77.8%	2		79.29s	7,986	221	183,104
GLM 5.3 FlashX	8.2	7.2	88.9%	1		24.61s	7,317	463	36,503

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	7.3	5.8	83.3%	1		90.30s	195,415	5,874	137,690
GLM 5.3 FlashX	8.2	6.9	66.7%	1		45.23s	76,431	3,485	35,762

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		1.83s	7,764	201	1,068
GLM 5.3 FlashX	10.0	10.0	100.0%	0		3.38s	7,149	223	2,262

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	3.6	7.2	22.2%	1		174.85s	1,386	10	322,500
GLM 5.3 FlashX	3.5	4.4	33.3%	2		224.00s	759	583	279,058

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		4.63s	708	154	953
GLM 5.3 FlashX	10.0	10.0	100.0%	0		5.01s	498	209	1,290

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		2.29s	1,101	63	862
GLM 5.3 FlashX	9.9	10.0	100.0%	0		2.23s	678	72	1,032

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	5.6	9.9	33.3%	0		4.45s	1,305	220	5,298
GLM 5.3 FlashX	8.2	7.7	77.8%	1		3.88s	672	456	2,848

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		3.70s	9,055	228	309
GLM 5.3 FlashX	10.0	10.0	100.0%	0		9.39s	6,861	231	712

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		34.82s	420	14	16,442
GLM 5.3 FlashX	3.0	10.0	0.0%	0		22.41s	207	278	7,756

Switch Comparison Pair

Claude Fable 5.1highvsGLM 5.3 FlashXmax Qwen3.5-27BmediumvsGLM 5.3 FlashXmax Particle-1maxvsQwen3.7 Maxnone GPT-5.4 MinimediumvsGLM 5.3 FlashXmax GPT-5.6 TerralowvsGLM 5.3 FlashXmax GPT-5.4 MinimediumvsParticle-1max Qwen3.7 MaxnonevsGLM 5.3 FlashXmax Gemini 3.5 FlashmediumvsParticle-1max Claude Fable 5.1highvsParticle-1max Qwen3.8 Flash NextlowvsGLM 5.3 FlashXmax Particle-1maxvsQwen3.8 2.4T A95Bhigh Particle-1maxvsQwen3.5-27Bmedium