MetaLlama-3.1 70BVSMistral AIMistral Small 4
Our Take
We recommend Mistral Small 4 if you need peak intelligence and a much larger context window for full-repo analysis, or the free Llama-3.1 70B if you want zero API costs and total offline privacy. While Mistral Small 4 offers superior reasoning capability (hostable locally or via API), Llama-3.1 70B runs entirely on your own local hardware. Choose Mistral Small 4 for repository-scale analysis, or Llama-3.1 70B for zero-cost offline privacy and basic standalone code completion and simple functions.
▶WHY?
Benchmark Calculations & Evidence:
Reasoning Accuracy: Both models were evaluated on the GPQA Diamond benchmark. Mistral Small 4 scored 71.2%, while Llama-3.1 70B scored 46.7% (+24.5% gap).
Coding Performance: Evaluated on different benchmarks. Llama-3.1 70B scored 80.5% on HumanEval (basic standalone code completion and simple functions), while Mistral Small 4 scored 63.6% on LiveCodeBench (scripting single-file apps or clearly defined functions).
Context Window: Mistral Small 4 supports a 262k context window, while Llama-3.1 70B supports 131k.
Hosting Model: Llama-3.1 70B runs locally for $0 API costs, while Mistral Small 4 is a cloud API.
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Benchmarks & Scores
Coding (human-eval)
80.5%basic standalone code completion and simple functions
Reasoning (gpqa-diamond)
46.7%graduate-level science QA
Cost & Context
Cost (per 1M tokens)
Self HostLocal execution (zero API fees)Context Window
131.07k tokensBenchmarks & Scores
Coding (live-code-bench)
63.6%scripting single-file apps or clearly defined functions
Reasoning (gpqa-diamond)Winner (+24.5%)
71.2%graduate-level science QA
Cost & Context
Cost (per 1M tokens)
$0.26Input: $0.15 | Output: $0.60Context WindowLarger
262.14k tokensFrequently Asked Questions about Llama-3.1 70B vs Mistral Small 4
For coding tasks, Llama-3.1 70B scores 80.5% on human-eval (basic standalone code completion and simple functions), while Mistral Small 4 scores 63.6% on live-code-bench (scripting single-file apps or clearly defined functions).
Related Matchups
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