AI BENCHY Compare

MiniMax: MiniMax M3 vs Nemotron 3 Ultra 550b A55b

Summary

Nemotron 3 Ultra 550b A55b (medium) leads on average score with 8.1 vs 7.6. MiniMax M3 (medium) has the lower benchmark cost at $0.131 vs $0.158. Nemotron 3 Ultra 550b A55b (medium) is faster at 15.05s vs 68.17s, with pass rates of 65.1% vs 69.8%.

Recommended modelNemotron 3 Ultra 550b A55b (medium)It has the best score here (8.1), while responding about 4.5x faster than MiniMax M3 (medium).

Last updated at: 2026-07-14

Metric	MiniMax M3 MiniMax M3 medium Release: 2026-06-01	Nemotron 3 Ultra 550b A55b Nemotron 3 Ultra 550b A55b medium Release: 2026-06-04 Free Available

Metric	MiniMax M3 MiniMax M3 medium Release: 2026-06-01	Nemotron 3 Ultra 550b A55b Nemotron 3 Ultra 550b A55b medium Release: 2026-06-04 Free Available
Score	7.6	8.1
Rank	#54	#31
Reliability	9.6	9.7
Consistency	7.9	8.8
Tests Correct
Attempt pass rate	65.1%	69.8%
Flaky tests	5	3
Total Runs	63	63
Cost per result	1.187	0.000
Total Cost	$0.131	$0.158
Input Price	$0.300 / 1M	$0.500 / 1M
Output Price	$1.200 / 1M	$2.200 / 1M
Total Input Tokens	46,546	46,813
Output Tokens	49,036	18,002
Reasoning Tokens	92,543	53,091
Response Time (avg)	68.17s	15.05s
Response Time (max)	431.03s	43.93s
Response Time (total)	1363.38s	316.09s

Generation showcase

Hamster playing table tennis

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

#54 MiniMax M3

medium

Cost: $0.012
Time: 154.4s
Tokens: 10,018 tok

#31 Nemotron 3 Ultra 550b A55b

medium

Invalid SVG

Cost: $0.000
Time: 300.0s
Tokens: 0 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:

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M3	5.5	3.7	66.7%	3		14.95s	2,526	874	3,414
Nemotron 3 Ultra 550b A55b	10.0	10.0	100.0%	0		8.62s	780	835	1,485

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M3	6.1	6.5	55.6%	1		144.74s	5,804	6,223	32,667
Nemotron 3 Ultra 550b A55b	8.4	7.4	88.9%	1		26.53s	7,686	2,854	17,725

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M3	10.0	10.0	100.0%	0		65.30s	14,760	1,306	6,253
Nemotron 3 Ultra 550b A55b	9.8	10.0	100.0%	0		43.93s	17,574	1,040	3,590

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M3	10.0	10.0	100.0%	0		14.92s	8,088	514	3,164
Nemotron 3 Ultra 550b A55b	10.0	10.0	100.0%	0		5.68s	7,989	473	1,285

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M3	5.5	9.3	33.3%	0		233.13s	869	16,254	19,070
Nemotron 3 Ultra 550b A55b	3.5	4.4	33.3%	2		24.90s	858	11,169	16,249

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M3	5.1	3.4	33.3%	1		33.25s	954	2,487	2,523
Nemotron 3 Ultra 550b A55b	3.7	9.5	0.0%	0		2.52s	360	70	235

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M3	9.8	10.0	100.0%	0		6.14s	1,623	103	920
Nemotron 3 Ultra 550b A55b	9.8	10.0	100.0%	0		6.35s	765	182	1,243

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M3	7.9	9.9	66.7%	0		49.91s	2,079	11,946	13,761
Nemotron 3 Ultra 550b A55b	5.5	9.9	33.3%	0		3.54s	792	771	2,055

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M3	10.0	10.0	100.0%	0		11.91s	9,168	281	555
Nemotron 3 Ultra 550b A55b	10.0	10.0	100.0%	0		7.72s	9,781	304	984

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M3	3.0	10.0	0.0%	0		100.80s	675	9,048	10,216
Nemotron 3 Ultra 550b A55b	3.0	10.0	0.0%	0		38.47s	228	304	8,240

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