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DeepSeek R1 Distill Llama 70B vs Qwen3 VL 235B A22B (Reasoning)

DeepSeek vs Alibaba — side-by-side benchmark comparison

DeepSeek R1 Distill Llama 70BQwen3 VL 235B A22B (Reasoning)
Intelligence Index16.027.6
Coding Index11.420.9
Math Index53.788.3
Output speed (tok/s)46.835.6
Blended price ($/1M)$0.79$2.17
Time to first token (s)0.33s5.14s
aime67.0%
aime 2553.7%88.3%
artificial analysis coding index11.4020.90
artificial analysis intelligence index16.0027.60
artificial analysis math index53.7088.30
gpqa40.2%77.2%
hle6.1%10.1%
ifbench27.6%56.5%
lcr11.0%58.7%
livecodebench26.6%64.6%
math 50093.5%
mmlu pro79.5%83.6%
scicode31.3%39.9%
tau221.9%54.1%
terminalbench hard1.5%11.4%

Benchmark data from Artificial Analysis.