Nemotron 3 Ultra vs GLM 5.3 FlashX (low)

Compared models

Recommended model GLM 5.3 FlashX (low)

It has the strongest score in this comparison (6.0) and the best overall balance of cost and response time across all 2 models.

Metric	Nemotron 3 Ultra Nemotron 3 Ultra none Release: 2026-06-04 Free Available	GLM 5.3 FlashX GLM 5.3 FlashX low Release: 2026-09-21

Metric	Nemotron 3 Ultra Nemotron 3 Ultra none Release: 2026-06-04 Free Available	GLM 5.3 FlashX GLM 5.3 FlashX low Release: 2026-09-21
Score	5.9	6.0
Rank	#247	#238
Reliability	10.0	10.0
Consistency	9.3	6.8
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	40.6%	63.8%
Flaky tests	2	9
Total Runs	69	69
Cost per result	0.000	1.423
Total Cost	$0.193	$0.157
Input Price	$0.600 / 1M	$0.370 / 1M
Output Price	$2.400 / 1M	$1.250 / 1M
Total Input Tokens	275,381	277,028
Output Tokens	11,544	11,965
Reasoning Tokens	0	31,238
Response Time (avg)	6.76s	9.69s
Response Time (max)	70.17s	77.99s
Response Time (total)	155.50s	222.83s
Parameters	550B total (55B active)	320B total (18B active)
Availability	Weights available	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
Nemotron 3 Ultra	5.0	10.0	0.0%	0		70.17s	174,213	2,074	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
Nemotron 3 Ultra	3.5	8.0	16.7%	1		2.35s	696	239	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
Nemotron 3 Ultra	5.5	10.0	33.3%	0		1.02s	7,623	369	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
Nemotron 3 Ultra	3.0	10.0	0.0%	0		21.14s	73,507	7,693	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
Nemotron 3 Ultra	10.0	10.0	100.0%	0		1.94s	7,944	249	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
Nemotron 3 Ultra	5.3	10.0	33.3%	0		758ms	682	23	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
Nemotron 3 Ultra	5.0	10.0	0.0%	0		13.49s	516	101	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
Nemotron 3 Ultra	10.0	10.0	100.0%	0		1.46s	723	69	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
Nemotron 3 Ultra	5.9	7.2	55.6%	1		1.06s	726	352	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
Nemotron 3 Ultra	10.0	10.0	100.0%	0		2.99s	8,544	264	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
Nemotron 3 Ultra	3.0	10.0	0.0%	0		1.83s	207	111	0
GLM 5.3 FlashX	3.0	10.0	0.0%	0		2.69s	207	107	315

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