Particle-1 (high) vs GLM 5.2 (high)

Compared models

Rank: #111
Total Output Tokens: 307,596
Response Time (avg): 26.66s
Total Cost: $0.170

Rank: #113
Total Output Tokens: 382,333
Response Time (avg): 69.11s
Total Cost: $4.632

Recommended model Particle-1 (high)

It has the best score here (8.4), while costing about 27.3x less than GLM 5.2 (high).

Detailed comparison

Metric	Particle-1 Particle-1 high Release: 2026-10-28	GLM 5.2 GLM 5.2 high Release: 2026-06-17

Metric	Particle-1 Particle-1 high Release: 2026-10-28	GLM 5.2 GLM 5.2 high Release: 2026-06-17
Score	8.4	8.4
Rank	#111	#113
Reliability	9.7	10.0
Consistency	8.7	8.6
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	72.5%	71.0%
Flaky tests	4	3
Total Runs	69	69
Cost per result	1.131	7.314
Total Cost	$0.170	$4.632
Input Price	$0.050 / 1M	$0.153 / 1M
Output Price	$0.500 / 1M	$12.000 / 1M
Cache Read Price	$0.003 / 1M	$0.150 / 1M
Cache Write Price	N/A	N/A
Total Input Tokens	314,243	288,913
Output Tokens	7,814	79,462
Reasoning Tokens	299,782	303,120
Response Time (avg)	26.66s	69.11s
Response Time (max)	205.97s	599.43s
Response Time (total)	613.21s	1589.43s
Parameters	~748B total (~16B active)	744B total (40B active)
Availability	Closed	Open source

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.

#111 Particle-1

high

Cost: $0.005
Time: 46.6s
Tokens: 9,055 tok

#113 GLM 5.2

high

Reached the allocated time limit (300 seconds) without receiving showcase output.

Cost: $0.000
Time: 300.0s
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	6.1	3.1	66.7%	1		54.76s	188,834	2,331	8,580
GLM 5.2	10.0	10.0	100.0%	0		52.45s	205,091	7,422	10,505

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		2.08s	1,488	134	1,867
GLM 5.2	10.0	10.0	100.0%	0		5.80s	639	406	2,660

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		41.83s	7,986	393	70,244
GLM 5.2	6.4	8.6	33.3%	0		73.03s	5,124	2,302	22,546

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		22.79s	94,197	4,017	26,190
GLM 5.2	10.0	10.0	100.0%	0		321.47s	61,516	18,824	63,861

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		2.05s	7,764	201	1,210
GLM 5.2	10.0	10.0	100.0%	0		5.81s	7,143	435	1,414

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		111.06s	1,386	17	178,877
GLM 5.2	3.1	6.5	11.1%	1		126.85s	560	49,045	157,522

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		1.94s	708	151	490
GLM 5.2	10.0	10.0	100.0%	0		12.90s	498	63	1,743

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		2.03s	1,101	63	964
GLM 5.2	10.0	10.0	100.0%	0		4.26s	678	151	1,210

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Particle-1	5.8	4.9	55.6%	2		4.21s	1,305	236	3,598
GLM 5.2	6.0	4.6	66.7%	2		33.71s	665	568	22,392

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		5.01s	9,054	258	289
GLM 5.2	10.0	10.0	100.0%	0		9.25s	6,861	246	503

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		18.15s	420	13	7,473
GLM 5.2	3.0	10.0	0.0%	0		127.82s	138	0	18,764

Switch Comparison Pair

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