Gemini 3.1 Flash Lite vs GLM 5.3 FlashX (low)

Compared models

Recommended model Gemini 3.1 Flash Lite

Its score stays close to the best score here (5.9 vs 6.0), while costing about 2.3x less than GLM 5.3 FlashX (low).

Metric	Gemini 3.1 Flash Lite Gemini 3.1 Flash Lite none Release: 2026-05-08	GLM 5.3 FlashX GLM 5.3 FlashX low Release: 2026-09-21

Metric	Gemini 3.1 Flash Lite Gemini 3.1 Flash Lite none Release: 2026-05-08	GLM 5.3 FlashX GLM 5.3 FlashX low Release: 2026-09-21
Score	5.9	6.0
Rank	#244	#238
Reliability	9.9	10.0
Consistency	8.7	6.8
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	47.8%	63.8%
Flaky tests	4	9
Total Runs	69	69
Cost per result	0.761	1.423
Total Cost	$0.069	$0.157
Input Price	$0.250 / 1M	$0.370 / 1M
Output Price	$1.500 / 1M	$1.250 / 1M
Total Input Tokens	202,069	277,028
Output Tokens	11,961	11,965
Reasoning Tokens	0	31,238
Response Time (avg)	3.58s	9.69s
Response Time (max)	43.82s	77.99s
Response Time (total)	82.24s	222.83s
Parameters	~150B total (~10B active)	320B total (18B active)
Availability	Closed	Closed

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

none

low

Category:

Agentic	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemini 3.1 Flash Lite	5.0	10.0	0.0%	0		43.82s	84,010	1,238	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
Gemini 3.1 Flash Lite	7.5	8.4	66.7%	1		1.07s	506	639	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
Gemini 3.1 Flash Lite	5.5	10.0	33.3%	0		938ms	8,128	666	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
Gemini 3.1 Flash Lite	3.0	10.0	0.0%	0		9.49s	94,210	8,596	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
Gemini 3.1 Flash Lite	10.0	10.0	100.0%	0		843ms	7,267	279	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
Gemini 3.1 Flash Lite	2.9	7.2	11.1%	1		701ms	656	15	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
Gemini 3.1 Flash Lite	4.0	10.0	0.0%	0		992ms	486	63	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
Gemini 3.1 Flash Lite	10.0	10.0	100.0%	0		859ms	619	72	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
Gemini 3.1 Flash Lite	6.3	4.8	66.7%	2		720ms	570	150	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
Gemini 3.1 Flash Lite	10.0	10.0	100.0%	0		2.97s	5,457	234	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
Gemini 3.1 Flash Lite	3.0	10.0	0.0%	0		733ms	160	9	0
GLM 5.3 FlashX	3.0	10.0	0.0%	0		2.69s	207	107	315

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