Minimax M3.1 Flash (low) vs GLM 5.3 FlashX (medium)

Compared models

Rank: #181
Total Output Tokens: 96,782
Response Time (avg): 14.84s
Total Cost: $0.000

Rank: #180
Total Output Tokens: 30,048
Response Time (avg): 7.37s
Total Cost: $0.114

Recommended model GLM 5.3 FlashX (medium)

It has the best score here (7.1), while responding about 2.0x faster than Minimax M3.1 Flash (low).

Detailed comparison

Metric	Minimax M3.1 Flash Minimax M3.1 Flash low Release: 2026-10-19 Free Available	GLM 5.3 FlashX GLM 5.3 FlashX medium Release: 2026-09-21

Metric	Minimax M3.1 Flash Minimax M3.1 Flash low Release: 2026-10-19 Free Available	GLM 5.3 FlashX GLM 5.3 FlashX medium Release: 2026-09-21
Score	7.1	7.1
Rank	#181	#180
Reliability	10.0	10.0
Consistency	9.6	7.1
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	55.1%	69.6%
Flaky tests	1	8
Total Runs	69	69
Cost per result	0.000	0.946
Total Cost	$0.000	$0.114
Input Price	$0.000 / 1M	$0.370 / 1M
Output Price	$0.000 / 1M	$1.250 / 1M
Cache Read Price	N/A	$0.090 / 1M
Cache Write Price	N/A	N/A
Total Input Tokens	285,795	205,100
Output Tokens	10,087	8,639
Reasoning Tokens	86,695	21,409
Response Time (avg)	14.84s	7.37s
Response Time (max)	133.79s	74.39s
Response Time (total)	341.25s	169.54s
Parameters	-	320B total (18B active)
Availability	Closed	Closed

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.

#181 Minimax M3.1 Flash

low

Cost: $0.000
Time: 18.4s
Tokens: 3,268 tok

#180 GLM 5.3 FlashX

medium

Cost: $0.002
Time: 8.1s
Tokens: 1,480 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
Minimax M3.1 Flash	10.0	10.0	100.0%	0		51.50s	149,924	1,535	7,029
GLM 5.3 FlashX	10.0	10.0	100.0%	0		74.39s	120,771	922	9,693

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Minimax M3.1 Flash	6.5	10.0	50.0%	0		1.76s	2,838	114	1,156
GLM 5.3 FlashX	7.3	5.8	83.3%	2		1.71s	639	343	368

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Minimax M3.1 Flash	5.7	9.7	33.3%	0		8.98s	9,024	393	8,526
GLM 5.3 FlashX	6.0	4.6	66.7%	2		6.37s	7,317	384	5,562

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Minimax M3.1 Flash	7.2	5.8	83.3%	1		20.57s	103,379	7,285	10,237
GLM 5.3 FlashX	2.8	1.6	33.3%	2		15.97s	59,549	5,920	2,786

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Minimax M3.1 Flash	6.5	10.0	50.0%	0		806ms	2,802	111	222
GLM 5.3 FlashX	10.0	10.0	100.0%	0		1.74s	7,149	210	134

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Minimax M3.1 Flash	7.7	10.0	66.7%	0		53.28s	2,400	18	46,584
GLM 5.3 FlashX	3.6	7.2	22.2%	1		3.52s	759	38	2,005

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Minimax M3.1 Flash	5.1	10.0	0.0%	0		3.19s	1,032	90	561
GLM 5.3 FlashX	3.4	2.2	33.3%	1		1.79s	498	135	0

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Minimax M3.1 Flash	6.3	10.0	50.0%	0		1.60s	1,779	58	419
GLM 5.3 FlashX	10.0	10.0	100.0%	0		1.51s	678	72	70

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Minimax M3.1 Flash	7.7	10.0	66.7%	0		2.12s	2,313	173	963
GLM 5.3 FlashX	10.0	10.0	100.0%	0		1.84s	672	306	371

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Minimax M3.1 Flash	10.0	10.0	100.0%	0		2.76s	9,551	297	62
GLM 5.3 FlashX	10.0	10.0	100.0%	0		10.30s	6,861	231	20

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Minimax M3.1 Flash	3.0	10.0	0.0%	0		37.65s	753	13	10,936
GLM 5.3 FlashX	3.0	10.0	0.0%	0		2.60s	207	78	400

Switch Comparison Pair

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