Minimax M3.1 Flash (high) vs Beam 1.0 501B A23B (xhigh)

Compared models

Rank: #228
Total Output Tokens: 279,438
Response Time (avg): 34.00s
Total Cost: $0.000

Rank: #232
Total Output Tokens: 158,497
Response Time (avg): 9.18s
Total Cost: $0.688

Recommended model Beam 1.0 501B A23B (xhigh)

It has the best score here (6.5), while responding about 3.7x faster than Minimax M3.1 Flash (high).

Detailed comparison

Metric	Minimax M3.1 Flash Minimax M3.1 Flash high Release: 2026-10-19 Free Available	Beam 1.0 501B A23B Beam 1.0 501B A23B xhigh Release: 2026-10-17

Metric	Minimax M3.1 Flash Minimax M3.1 Flash high Release: 2026-10-19 Free Available	Beam 1.0 501B A23B Beam 1.0 501B A23B xhigh Release: 2026-10-17
Score	6.5	6.5
Rank	#228	#232
Reliability	10.0	10.0
Consistency	7.2	8.3
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	56.5%	63.8%
Flaky tests	8	5
Total Runs	69	69
Cost per result	0.000	5.730
Total Cost	$0.000	$0.688
Input Price	$0.000 / 1M	$1.000 / 1M
Output Price	$0.000 / 1M	$3.000 / 1M
Cache Read Price	N/A	$0.100 / 1M
Cache Write Price	N/A	N/A
Total Input Tokens	357,984	212,065
Output Tokens	70,004	4,428
Reasoning Tokens	209,434	154,069
Response Time (avg)	34.00s	9.18s
Response Time (max)	280.72s	44.64s
Response Time (total)	781.92s	211.12s
Parameters	-	501B total (23B active)
Availability	Closed	Open source

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.

#228 Minimax M3.1 Flash

high

Cost: $0.000
Time: 75.4s
Tokens: 9,436 tok

#232 Beam 1.0 501B A23B

xhigh

Cost: $0.009
Time: 16.5s
Tokens: 6,827 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	6.1	3.1	66.7%	1		70.45s	201,388	2,187	15,284
Beam 1.0 501B A23B	3.0	10.0	0.0%	0		44.64s	181,898	2,416	18,550

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	6.4	7.9	58.3%	1		2.71s	2,838	154	2,428
Beam 1.0 501B A23B	9.2	8.4	91.7%	1		1.52s	1,125	355	3,764

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Minimax M3.1 Flash	5.6	4.7	55.6%	2		36.78s	9,024	60,602	13,024
Beam 1.0 501B A23B	10.0	10.0	100.0%	0		20.68s	7,801	585	46,192

Combined	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		34.77s	124,090	6,299	25,610
Beam 1.0 501B A23B	3.0	10.0	0.0%	0		2.68s	7,671	132	2,097

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		1.00s	2,802	111	224
Beam 1.0 501B A23B	10.0	10.0	100.0%	0		1.60s	7,998	271	2,047

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Minimax M3.1 Flash	5.9	7.2	55.6%	1		134.49s	2,400	17	119,910
Beam 1.0 501B A23B	5.9	7.2	55.6%	1		20.22s	1,122	72	59,707

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Minimax M3.1 Flash	4.6	9.8	0.0%	0		5.16s	1,032	88	1,122
Beam 1.0 501B A23B	5.1	3.4	33.3%	1		2.50s	618	87	2,749

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Minimax M3.1 Flash	5.3	2.6	50.0%	2		1.65s	1,779	60	610
Beam 1.0 501B A23B	9.8	10.0	100.0%	0		1.15s	925	90	1,631

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Minimax M3.1 Flash	6.0	7.1	55.6%	1		3.48s	2,313	166	2,004
Beam 1.0 501B A23B	5.8	4.4	66.7%	2		4.46s	1,038	309	9,948

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		3.38s	9,565	306	76
Beam 1.0 501B A23B	3.0	10.0	0.0%	0		1.84s	1,533	72	465

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		93.01s	753	14	29,142
Beam 1.0 501B A23B	3.0	10.0	0.0%	0		9.10s	336	39	6,919

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