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

Summary

MiniMax M2.7 vs Laguna XS 2.1 benchmark comparison: Laguna XS 2.1 leads on average score with 5.3 vs 5.2. Laguna XS 2.1 has the lower benchmark cost at $0.003 vs $0.075. Laguna XS 2.1 is faster at 722ms vs 38.18s, with pass rates of 46.0% vs 31.8%.

Recommended model: Laguna XS 2.1 - It has the best score here (5.3), while costing about 26.0x less than MiniMax M2.7.

Last updated at: 2026-07-02

Metric MiniMax M2.7 MiniMax M2.7 medium Release: 2026-03-18 Laguna XS 2.1 Laguna XS 2.1 none Release: 2026-07-02 Free Available
Score 5.2 5.3
Rank #132 #128
Reliability 10.0 10.0
Consistency 6.8 9.0
Tests Correct
Attempt pass rate 46.0% 31.8%
Flaky tests 8 3
Total Runs 63 63
Cost per result 2.494 0.058
Total Cost $0.075 $0.003
Input Price $0.180 / 1M $0.060 / 1M
Output Price $0.720 / 1M $0.120 / 1M
Total Input Tokens 34,371 41,148
Output Tokens 8,981 3,451
Reasoning Tokens 89,812 0
Response Time (avg) 38.18s 722ms
Response Time (max) 196.21s 2.30s
Response Time (total) 763.60s 15.17s

Generation showcase

Hamster playing table tennis

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

#132 MiniMax M2.7

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

#128 Laguna XS 2.1

none
Cost
$0.001
Time
27.6s
Tokens
4,344 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

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 XS 2.1 5.3 8.3 33.3% 1 755ms 774 1,015 0
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 XS 2.1 4.3 7.8 22.2% 1 623ms 7,995 562 0
Combined 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 41.03s 14,233 369 4,480
Laguna XS 2.1 3.0 10.0 0.0% 0 1.76s 14,197 402 0
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 XS 2.1 10.0 10.0 100.0% 0 768ms 7,734 240 0
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 XS 2.1 5.3 10.0 33.3% 0 364ms 834 14 0
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 XS 2.1 5.0 10.0 0.0% 0 529ms 537 128 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 XS 2.1 3.8 5.8 33.3% 1 364ms 638 50 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 XS 2.1 3.0 10.0 0.0% 0 1.01s 771 730 0
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 XS 2.1 10.0 10.0 100.0% 0 1.36s 7,413 300 0
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 XS 2.1 3.0 10.0 0.0% 0 254ms 255 10 0

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