Head-to-head comparison across 2benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
LFM2.5-230M
17
Ling 2.6 Flash
36
Pick Ling 2.6 Flash if you want the stronger benchmark profile. LFM2.5-230M only becomes the better choice if instruction following is the priority.
Knowledge
+38.7 difference
Inst. Following
+14.7 difference
LFM2.5-230M
Ling 2.6 Flash
$0 / $0
$null / $null
N/A
209.5 t/s
N/A
1.07s
32K
262K
Pick Ling 2.6 Flash if you want the stronger benchmark profile. LFM2.5-230M only becomes the better choice if instruction following is the priority.
Ling 2.6 Flash is clearly ahead on the provisional aggregate, 36 to 17. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Ling 2.6 Flash's sharpest advantage is in knowledge, where it averages 59 against 20.3. LFM2.5-230M does hit back in instruction following, so the answer changes if that is the part of the workload you care about most.
Ling 2.6 Flash gives you the larger context window at 262K, compared with 32K for LFM2.5-230M.
Ling 2.6 Flash is ahead on BenchLM's provisional leaderboard, 36 to 17.
Ling 2.6 Flash has the edge for knowledge tasks in this comparison, averaging 59 versus 20.3. LFM2.5-230M stays close enough that the answer can still flip depending on your workload.
LFM2.5-230M has the edge for instruction following in this comparison, averaging 71.7 versus 57. Ling 2.6 Flash stays close enough that the answer can still flip depending on your workload.
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