Gemma 4 26B A4B (medium) vs GLM 5.3 FlashX (high)

Compared models

Recommended model GLM 5.3 FlashX (high)

It has the best score here (7.4), while responding about 7.0x faster than Gemma 4 26B A4B (medium).

Metric	Gemma 4 26B A4B Gemma 4 26B A4B medium Release: 2026-04-03 Free Available	GLM 5.3 FlashX GLM 5.3 FlashX high Release: 2026-09-21

Metric	Gemma 4 26B A4B Gemma 4 26B A4B medium Release: 2026-04-03 Free Available	GLM 5.3 FlashX GLM 5.3 FlashX high Release: 2026-09-21
Score	7.3	7.4
Rank	#131	#126
Reliability	10.0	10.0
Consistency	9.6	8.2
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	71.0%	69.6%
Flaky tests	1	5
Total Runs	69	69
Cost per result	0.679	1.612
Total Cost	$0.086	$0.210
Input Price	$0.077 / 1M	$0.370 / 1M
Output Price	$0.255 / 1M	$1.250 / 1M
Total Input Tokens	224,367	235,914
Output Tokens	27,095	8,147
Reasoning Tokens	242,256	89,581
Response Time (avg)	105.03s	14.94s
Response Time (max)	912.19s	91.16s
Response Time (total)	2310.63s	343.65s
Parameters	25.2B total (3.8B active)	320B total (18B active)
Availability	Open source	Closed

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

medium

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

high

Category:

Agentic	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 26B A4B	10.0	10.0	100.0%	0		107.12s	146,839	1,047	14,658
GLM 5.3 FlashX	10.0	10.0	100.0%	0		78.03s	154,549	1,326	12,503

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 26B A4B	10.0	10.0	100.0%	0		6.20s	816	1,142	3,045
GLM 5.3 FlashX	8.2	7.9	83.3%	1		1.98s	639	425	606

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 26B A4B	2.9	10.0	0.0%	0		272.54s	5,062	14,838	44,567
GLM 5.3 FlashX	8.2	7.2	88.9%	1		8.06s	7,317	374	9,267

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 26B A4B	6.3	10.0	50.0%	0		492.87s	54,390	5,451	132,113
GLM 5.3 FlashX	3.0	10.0	0.0%	0		27.73s	56,585	4,123	15,563

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 26B A4B	10.0	10.0	100.0%	0		16.51s	8,334	1,567	2,827
GLM 5.3 FlashX	7.3	5.8	83.3%	1		1.82s	7,149	298	285

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 26B A4B	5.3	7.2	44.4%	1		35.14s	494	481	15,212
GLM 5.3 FlashX	3.6	7.2	22.2%	1		50.04s	759	506	48,992

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 26B A4B	10.0	10.0	100.0%	0		29.76s	567	25	5,075
GLM 5.3 FlashX	6.1	3.1	66.7%	1		2.28s	498	169	229

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 26B A4B	10.0	10.0	100.0%	0		17.54s	777	887	4,470
GLM 5.3 FlashX	10.0	10.0	100.0%	0		1.72s	678	72	177

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 26B A4B	10.0	10.0	100.0%	0		5.79s	801	410	2,128
GLM 5.3 FlashX	10.0	10.0	100.0%	0		2.06s	672	462	434

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 26B A4B	10.0	10.0	100.0%	0		9.01s	6,096	450	1,256
GLM 5.3 FlashX	10.0	10.0	100.0%	0		7.09s	6,861	231	84

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 26B A4B	3.0	10.0	0.0%	0		180.87s	191	797	16,905
GLM 5.3 FlashX	3.0	10.0	0.0%	0		5.34s	207	161	1,441

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