Head-to-head comparison across 0benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Llama 4 Scout
26
LongCat-2.0
80
Benchmark data for Llama 4 Scout and LongCat-2.0 is coming soon on BenchLM.
Llama 4 Scout
LongCat-2.0
$0 / $0
$0.75 / $2.95
128 t/s
N/A
0.70s
N/A
10M
1M
Benchmark data for Llama 4 Scout and LongCat-2.0 is coming soon on BenchLM.
BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.
LongCat-2.0 is priced at $0.75 input / $2.95 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Llama 4 Scout. Llama 4 Scout has the larger context window at 10M, compared with 1M for LongCat-2.0.
Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.
BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.
Llama 4 Scout: $0.00 input / $0.00 output per 1M tokens LongCat-2.0: $0.75 input / $2.95 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
Estimates at 50,000 req/day · 1000 tokens/req average.
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