Gemma 4 31B (medium) vs GLM 5.3 FlashX (low)

Compared models

Recommended model GLM 5.3 FlashX (low)

It has the best score here (6.3), while responding about 11.9x faster than Gemma 4 31B (medium).

Metric	Gemma 4 31B Gemma 4 31B medium Release: 2026-04-02 Free Available	GLM 5.3 FlashX GLM 5.3 FlashX low Release: 2026-09-21

Metric	Gemma 4 31B Gemma 4 31B medium Release: 2026-04-02 Free Available	GLM 5.3 FlashX GLM 5.3 FlashX low Release: 2026-09-21
Score	6.2	6.3
Rank	#204	#201
Reliability	10.0	10.0
Consistency	8.7	7.0
Attempts	66/66	66/66
Tests Correct
Attempt pass rate	65.2%	65.2%
Flaky tests	3	8
Total Runs	66	66
Cost per result	1.152	0.816
Total Cost	$0.100	$0.090
Input Price	$0.090 / 1M	$0.370 / 1M
Output Price	$0.340 / 1M	$1.250 / 1M
Total Input Tokens	94,969	117,325
Output Tokens	34,399	10,494
Reasoning Tokens	233,022	26,542
Response Time (avg)	78.59s	6.58s
Response Time (max)	437.40s	73.01s
Response Time (total)	1571.84s	144.85s
Parameters	30.7B	320B total (18B active)
Availability	Open source	Closed

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

medium

low

Category:

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 31B	10.0	10.0	100.0%	0		12.89s	816	962	2,046
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
Gemma 4 31B	4.3	5.8	22.2%	1		219.76s	5,568	11,098	33,212
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
Gemma 4 31B	2.9	5.8	16.7%	1		433.11s	77,035	12,112	157,552
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
Gemma 4 31B	10.0	10.0	100.0%	0		21.11s	8,334	1,822	2,951
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
Gemma 4 31B	5.3	7.2	44.4%	1		59.92s	853	4,280	18,729
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
Gemma 4 31B	10.0	10.0	100.0%	0		9.57s	567	105	888
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
Gemma 4 31B	10.0	10.0	100.0%	0		12.76s	777	533	2,035
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
Gemma 4 31B	9.9	10.0	100.0%	0		26.91s	801	1,795	5,595
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
Gemma 4 31B	3.0	10.0	0.0%	0		0ms	0	0	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
Gemma 4 31B	3.0	10.0	0.0%	0		90.14s	218	1,692	10,014
GLM 5.3 FlashX	3.0	10.0	0.0%	0		2.69s	207	107	315

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