MiniMax: MiniMax M2.7 vs Poolside: Laguna S 2.1

The average score is effectively tied at 5.0 vs 5.0. Laguna S 2.1 (low) has the lower benchmark cost at $0.091 vs $0.163. MiniMax M2.7 (medium) is faster at 41.28s vs 85.35s, with pass rates of 45.5% vs 25.8%.

Recommended modelMiniMax M2.7 (medium)It has the best score here (5.0), while responding about 2.1x faster than Laguna S 2.1 (low).

Last updated at: 2026-07-22

Metric	MiniMax M2.7 MiniMax M2.7 medium Release: 2026-03-18	Laguna S 2.1 Laguna S 2.1 low Release: 2026-07-21 Free Available

Metric	MiniMax M2.7 MiniMax M2.7 medium Release: 2026-03-18	Laguna S 2.1 Laguna S 2.1 low Release: 2026-07-21 Free Available
Score	5.0	5.0
Rank	#180	#181
Reliability	10.0	9.9
Consistency	6.6	7.8
Tests Correct
Attempt pass rate	45.5%	25.8%
Flaky tests	9	6
Total Runs	66	66
Cost per result	3.906	3.022
Total Cost	$0.163	$0.091
Input Price	$0.250 / 1M	$0.100 / 1M
Output Price	$1.000 / 1M	$0.200 / 1M
Total Input Tokens	114,518	118,746
Output Tokens	18,558	67,823
Reasoning Tokens	119,036	383,885
Response Time (avg)	41.28s	85.35s
Response Time (max)	196.21s	814.73s
Response Time (total)	866.81s	1877.64s

Hamster playing table tennis

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

#180 MiniMax M2.7

medium

Cost: $0.022
Time: 22.8s
Tokens: 9,250 tok

#181 Laguna S 2.1

low

Cost: $0.001
Time: 6.6s
Tokens: 1,314 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 M2.7	7.9	6.3	83.3%	2		40.32s	654	3,010	17,716
Laguna S 2.1	3.4	5.8	25.0%	2		80.66s	616	311	43,722

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M2.7	5.7	9.1	33.3%	0		101.89s	2,961	1,231	38,841
Laguna S 2.1	3.8	7.1	22.2%	1		167.51s	7,917	58,111	119,138

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M2.7	3.8	1.6	50.0%	2		72.12s	94,380	9,946	33,704
Laguna S 2.1	3.2	5.2	16.7%	1		412.50s	92,870	8,211	174,584

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M2.7	6.3	5.8	66.7%	1		21.95s	7,152	187	5,882
Laguna S 2.1	10.0	10.0	100.0%	0		2.76s	7,689	243	1,981

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M2.7	3.0	10.0	0.0%	0		19.00s	245	8	2,796
Laguna S 2.1	3.0	10.0	0.0%	0		2.51s	765	24	2,606

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M2.7	3.9	2.5	33.3%	1		38.70s	486	92	5,204
Laguna S 2.1	4.8	10.0	0.0%	0		650ms	513	120	0

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M2.7	3.8	5.8	33.3%	1		12.80s	687	350	2,600
Laguna S 2.1	4.3	6.8	16.7%	1		423ms	702	60	0

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M2.7	5.9	7.2	55.6%	1		24.87s	675	362	7,840
Laguna S 2.1	3.1	7.3	11.1%	1		2.70s	699	447	1,444

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M2.7	4.7	1.6	66.7%	1		12.05s	7,067	304	1,001
Laguna S 2.1	10.0	10.0	100.0%	0		2.36s	6,747	286	417

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M2.7	3.0	10.0	0.0%	0		22.77s	211	3,068	3,452
Laguna S 2.1	3.0	10.0	0.0%	0		202.49s	228	10	39,993

Quick Compare

Switch Comparison Pair

DeepSeek V3.2nonevsLaguna S 2.1lowFree Available North Mini CodenoneFree AvailablevsMiniMax M2.7medium DeepSeek V3.2nonevsMiniMax M2.7medium GPT-4o-mininonevsLaguna S 2.1lowFree Available MiniMax M2.7mediumvsQwen3.5-9Bnone MiniMax M2.7mediumvsMiMo-V2.5none North Mini CodenoneFree AvailablevsLaguna S 2.1lowFree Available MiniMax M2.7mediumvsGPT-4o-mininone Laguna S 2.1lowFree AvailablevsQwen3.5-9Bnone Laguna S 2.1lowFree AvailablevsMiMo-V2.5none MiniMax M2.7mediumvsQwen3 Coder Nextnone Mistral Small 4mediumvsLaguna S 2.1lowFree Available