Head-to-head comparison across 2benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Laguna XS.2
32
MiniMax M2.7
63
Pick MiniMax M2.7 if you want the stronger benchmark profile. Laguna XS.2 only becomes the better choice if you want the cheaper token bill or you want the stronger reasoning-first profile.
Agentic
+26.9 difference
Coding
+0.4 difference
Laguna XS.2
MiniMax M2.7
$0 / $0
$0.3 / $1.2
N/A
45 t/s
N/A
2.53s
131K
200K
Pick MiniMax M2.7 if you want the stronger benchmark profile. Laguna XS.2 only becomes the better choice if you want the cheaper token bill or you want the stronger reasoning-first profile.
MiniMax M2.7 is clearly ahead on the provisional aggregate, 63 to 32. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
MiniMax M2.7's sharpest advantage is in agentic, where it averages 57 against 30.1. The single biggest benchmark swing on the page is Terminal-Bench 2.0, 30.1% to 57%.
MiniMax M2.7 is also the more expensive model on tokens at $0.30 input / $1.20 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Laguna XS.2. That is roughly Infinityx on output cost alone. Laguna XS.2 is the reasoning model in the pair, while MiniMax M2.7 is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use. MiniMax M2.7 gives you the larger context window at 200K, compared with 131K for Laguna XS.2.
MiniMax M2.7 is ahead on BenchLM's provisional leaderboard, 63 to 32. The biggest single separator in this matchup is Terminal-Bench 2.0, where the scores are 30.1% and 57%.
MiniMax M2.7 has the edge for coding in this comparison, averaging 53.7 versus 53.3. Inside this category, SWE Multilingual is the benchmark that creates the most daylight between them.
MiniMax M2.7 has the edge for agentic tasks in this comparison, averaging 57 versus 30.1. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
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