Compare/Llama 3 Instruct 70B vs DeepSeek V3.1 (Non-reasoning)

Llama 3 Instruct 70BvsDeepSeek V3.1 (Non-reasoning)

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

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Llama 3 Instruct 70B

Input
$0.58/M
Output
$1.745/M
Speed
40 tok/s
TTFT
0.48s
DeepSeek

DeepSeek V3.1 (Non-reasoning)

Input
$0.56/M
Output
$1.68/M
Speed
TTFT

Winner by Category

Cheaper
DeepSeek V3.1 (Non-reasoning)
Faster (tok/s)
Llama 3 Instruct 70B
Lower Latency
DeepSeek V3.1 (Non-reasoning)
Benchmarks (1-11)
DeepSeek V3.1 (Non-reasoning)

Pricing Comparison

MetricLlama 3 Instruct 70BDeepSeek V3.1 (Non-reasoning)
Input ($/M tokens)$0.58$0.56
Output ($/M tokens)$1.745$1.68
Cost for 1M input + 100K output tokens:
Llama 3 Instruct 70B$0.75
DeepSeek V3.1 (Non-reasoning)$0.73

Speed Comparison

Output Speed (tokens/s) — higher is better
Llama 3 Instruct 70B
40 tok/s
DeepSeek V3.1 (Non-reasoning)
Time to First Token (seconds) — lower is better
Llama 3 Instruct 70B
0.48s
DeepSeek V3.1 (Non-reasoning)

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
8.928.1
Coding Index
6.828.4
Math Index
49.7
GPQA Diamond
37.9%73.5%
MMLU-Pro
57.4%83.3%
LiveCodeBench
19.8%57.7%
AIME 2025
49.7%
MATH-500
48.3%
Humanity's Last Exam
4.4%6.3%
SciCode
18.9%36.7%
IFBench
37.1%37.8%
TerminalBench
0.8%24.2%
Llama 3 Instruct 70B1 wins
11 winsDeepSeek V3.1 (Non-reasoning)

Frequently Asked Questions

Which is cheaper, Llama 3 Instruct 70B or DeepSeek V3.1 (Non-reasoning)?

DeepSeek V3.1 (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.84/M tokens vs $0.87/M for Llama 3 Instruct 70B.

Which model performs better on benchmarks?

DeepSeek V3.1 (Non-reasoning) wins 11 out of 12 benchmarks compared to 1 for Llama 3 Instruct 70B. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Llama 3 Instruct 70B generates tokens faster at 40 tok/s vs 0 tok/s. However, DeepSeek V3.1 (Non-reasoning) has lower time-to-first-token (0.00s vs 0.48s).

When should I use Llama 3 Instruct 70B vs DeepSeek V3.1 (Non-reasoning)?

Choose based on your priorities: DeepSeek V3.1 (Non-reasoning) for lower cost, DeepSeek V3.1 (Non-reasoning) for stronger benchmark performance, and Llama 3 Instruct 70B for faster generation. For latency-sensitive apps, check the TTFT comparison above.