MiniMax M3 (medium) vs Solar Pro 4 (low)

Compared models

Recommended model Solar Pro 4 (low)

It has the best score here (6.7), while costing about 2.1x less than MiniMax M3 (medium).

Metric	MiniMax M3 MiniMax M3 medium Release: 2026-06-01	Solar Pro 4 Solar Pro 4 low Release: 2026-08-11

Metric	MiniMax M3 MiniMax M3 medium Release: 2026-06-01	Solar Pro 4 Solar Pro 4 low Release: 2026-08-11
Score	6.7	6.7
Rank	#180	#178
Reliability	9.7	10.0
Consistency	8.1	7.7
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	59.4%	60.9%
Flaky tests	5	7
Total Runs	69	69
Cost per result	3.381	0.791
Total Cost	$0.372	$0.174
Input Price	$0.300 / 1M	$0.090 / 1M
Output Price	$1.200 / 1M	$0.360 / 1M
Total Input Tokens	166,517	384,974
Output Tokens	107,386	13,946
Reasoning Tokens	217,548	371,916
Response Time (avg)	77.03s	145.21s
Response Time (max)	431.03s	640.89s
Response Time (total)	1694.74s	3339.87s
Parameters	428B total (23B active)	~100B
Availability	Weights available	Closed

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

medium

low

No showcase result has been generated for this model yet.

Category:

Agentic	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		116.50s	44,521	17,335	31,817
Solar Pro 4	6.1	3.1	66.7%	1		345.38s	294,418	7,793	39,696

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
Solar Pro 4	8.2	7.9	83.3%	1		40.16s	1,104	448	28,157

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
Solar Pro 4	5.5	7.4	44.4%	1		259.63s	6,033	515	76,894

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		138.24s	90,204	30,186	87,263
Solar Pro 4	6.3	5.8	66.7%	1		358.12s	64,264	4,057	78,802

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
Solar Pro 4	10.0	10.0	100.0%	0		62.38s	7,575	252	15,931

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M3	3.2	9.3	0.0%	0		234.97s	875	28,389	31,248
Solar Pro 4	2.9	7.2	11.1%	1		279.04s	1,098	29	72,097

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
Solar Pro 4	5.5	10.0	0.0%	0		61.21s	609	127	11,458

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
Solar Pro 4	8.0	6.8	66.7%	1		56.42s	909	75	14,564

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
Solar Pro 4	9.0	7.9	88.9%	1		42.14s	1,017	406	19,730

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
Solar Pro 4	10.0	10.0	100.0%	0		7.12s	7,620	225	769

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
Solar Pro 4	3.0	10.0	0.0%	0		69.22s	327	19	13,818

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