Head-to-head comparison across 1benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
LFM2.5-VL-450M
0
MiMo-V2.5-Pro
86
Pick MiMo-V2.5-Pro if you want the stronger benchmark profile. LFM2.5-VL-450M only becomes the better choice if you would rather avoid the extra latency and token burn of a reasoning model.
Knowledge
+26.4 difference
LFM2.5-VL-450M
MiMo-V2.5-Pro
$0 / $0
$null / $null
N/A
N/A
N/A
N/A
128K
1M
Pick MiMo-V2.5-Pro if you want the stronger benchmark profile. LFM2.5-VL-450M only becomes the better choice if you would rather avoid the extra latency and token burn of a reasoning model.
MiMo-V2.5-Pro is clearly ahead on the provisional aggregate, 86 to 0. 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 knowledge, where it averages 48 against 21.6.
MiMo-V2.5-Pro is the reasoning model in the pair, while LFM2.5-VL-450M 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. MiMo-V2.5-Pro gives you the larger context window at 1M, compared with 128K for LFM2.5-VL-450M.
MiMo-V2.5-Pro is ahead on BenchLM's provisional leaderboard, 86 to 0.
MiMo-V2.5-Pro has the edge for knowledge tasks in this comparison, averaging 48 versus 21.6. LFM2.5-VL-450M stays close enough that the answer can still flip depending on your workload.
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