Head-to-head comparison across 2benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
LFM2.5-VL-450M
33
Qwen3.5-122B-A10B
71
Verified leaderboard positions: LFM2.5-VL-450M unranked · Qwen3.5-122B-A10B #4
Pick Qwen3.5-122B-A10B 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
+60.0 difference
Inst. Following
+32.2 difference
LFM2.5-VL-450M
Qwen3.5-122B-A10B
$0 / $0
$0 / $0
N/A
N/A
N/A
N/A
128K
262K
Pick Qwen3.5-122B-A10B 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.
Qwen3.5-122B-A10B is clearly ahead on the provisional aggregate, 71 to 33. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Qwen3.5-122B-A10B's sharpest advantage is in knowledge, where it averages 81.6 against 21.6. The single biggest benchmark swing on the page is MMLU-Pro, 19.3% to 86.7%.
Qwen3.5-122B-A10B 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. Qwen3.5-122B-A10B gives you the larger context window at 262K, compared with 128K for LFM2.5-VL-450M.
Qwen3.5-122B-A10B is ahead on BenchLM's provisional leaderboard, 71 to 33. The biggest single separator in this matchup is MMLU-Pro, where the scores are 19.3% and 86.7%.
Qwen3.5-122B-A10B has the edge for knowledge tasks in this comparison, averaging 81.6 versus 21.6. Inside this category, MMLU-Pro is the benchmark that creates the most daylight between them.
Qwen3.5-122B-A10B has the edge for instruction following in this comparison, averaging 93.4 versus 61.2. Inside this category, IFEval is the benchmark that creates the most daylight between them.
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