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Laguna M.1 vs MiMo-V2.5-Pro

Head-to-head comparison across 2benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.

Laguna M.1

46

VS

MiMo-V2.5-Pro

88

0 categoriesvs2 categories

Pick MiMo-V2.5-Pro if you want the stronger benchmark profile. Laguna M.1 only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.

Category Breakdown

Agentic

MiMo-V2.5-Pro
40.7vs68.4

+27.7 difference

Coding

MiMo-V2.5-Pro
56.4vs57.2

+0.8 difference

Operational Comparison

Laguna M.1

MiMo-V2.5-Pro

Price (per 1M tokens)

$0 / $0

$null / $null

Speed

N/A

N/A

Latency (TTFT)

N/A

N/A

Context Window

131K

1M

Quick Verdict

Pick MiMo-V2.5-Pro if you want the stronger benchmark profile. Laguna M.1 only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.

MiMo-V2.5-Pro is clearly ahead on the provisional aggregate, 88 to 46. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

MiMo-V2.5-Pro's sharpest advantage is in agentic, where it averages 68.4 against 40.7. The single biggest benchmark swing on the page is Terminal-Bench 2.0, 40.7% to 68.4%.

MiMo-V2.5-Pro gives you the larger context window at 1M, compared with 131K for Laguna M.1.

Benchmark Deep Dive

Frequently Asked Questions (3)

Which is better, Laguna M.1 or MiMo-V2.5-Pro?

MiMo-V2.5-Pro is ahead on BenchLM's provisional leaderboard, 88 to 46. The biggest single separator in this matchup is Terminal-Bench 2.0, where the scores are 40.7% and 68.4%.

Which is better for coding, Laguna M.1 or MiMo-V2.5-Pro?

MiMo-V2.5-Pro has the edge for coding in this comparison, averaging 57.2 versus 56.4. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.

Which is better for agentic tasks, Laguna M.1 or MiMo-V2.5-Pro?

MiMo-V2.5-Pro has the edge for agentic tasks in this comparison, averaging 68.4 versus 40.7. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.

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Last updated: April 28, 2026

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