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

Compared models

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

Rank: #225
Total Output Tokens: 98,521
Response Time (avg): 6.27s
Total Cost: $0.499

Recommended model Beam 1.0 501B A23B (medium)

It has the best score here (6.6), while responding about 5.4x 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 medium 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 medium Release: 2026-10-17
Score	6.5	6.6
Rank	#228	#225
Reliability	10.0	10.0
Consistency	7.2	9.3
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	56.5%	65.2%
Flaky tests	8	2
Total Runs	69	69
Cost per result	0.000	3.561
Total Cost	$0.000	$0.499
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	202,937
Output Tokens	70,004	4,328
Reasoning Tokens	209,434	94,193
Response Time (avg)	34.00s	6.27s
Response Time (max)	280.72s	31.55s
Response Time (total)	781.92s	144.28s
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

#225 Beam 1.0 501B A23B

medium

Cost: $0.005
Time: 11.8s
Tokens: 4,267 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		31.55s	172,837	2,588	9,026

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	10.0	10.0	100.0%	0		1.62s	1,113	232	4,706

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		11.81s	7,791	440	27,204

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		2.62s	7,665	132	2,087

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		1.24s	7,993	279	1,614

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	2.9	7.2	11.1%	1		11.66s	1,113	71	29,077

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	4.7	1.6	66.7%	1		1.87s	615	96	1,532

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		1.24s	918	102	1,834

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	10.0	10.0	100.0%	0		3.91s	1,029	281	9,130

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		1.95s	1,530	72	440

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		10.13s	333	35	7,543

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