Side-by-side benchmark comparison across knowledge, coding, math, and reasoning.
Llama 3 70B is clearly ahead on the aggregate, 51 to 28. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Llama 3 70B gives you the larger context window at 128K, compared with 64K for Mixtral 8x22B Instruct v0.1.
Pick Llama 3 70B if you want the stronger benchmark profile. Mixtral 8x22B Instruct v0.1 only becomes the better choice if coding is the priority.
Llama 3 70B
47.2
Mixtral 8x22B Instruct v0.1
71.4
Llama 3 70B
26
Mixtral 8x22B Instruct v0.1
54.8
Llama 3 70B is ahead overall, 51 to 28. The biggest single separator in this matchup is MMLU, where the scores are 58 and 71.4.
Mixtral 8x22B Instruct v0.1 has the edge for knowledge tasks in this comparison, averaging 71.4 versus 47.2. Inside this category, MMLU is the benchmark that creates the most daylight between them.
Mixtral 8x22B Instruct v0.1 has the edge for coding in this comparison, averaging 54.8 versus 26. Inside this category, HumanEval is the benchmark that creates the most daylight between them.
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