Compare/Llama 3 Instruct 70B vs DeepSeek V3.1 Terminus (Reasoning)

Llama 3 Instruct 70BvsDeepSeek V3.1 Terminus (Reasoning)

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

Meta

Llama 3 Instruct 70B

Input
$0.65/M
Output
$2.75/M
Speed
46 tok/s
TTFT
0.70s
DeepSeek

DeepSeek V3.1 Terminus (Reasoning)

Input
$1.635/M
Output
$2.75/M
Speed
TTFT

Winner by Category

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

Pricing Comparison

MetricLlama 3 Instruct 70BDeepSeek V3.1 Terminus (Reasoning)
Input ($/M tokens)$0.65$1.635
Output ($/M tokens)$2.75$2.75
Cost for 1M input + 100K output tokens:
Llama 3 Instruct 70B$0.93
DeepSeek V3.1 Terminus (Reasoning)$1.91

Speed Comparison

Output Speed (tokens/s) — higher is better
Llama 3 Instruct 70B
46 tok/s
DeepSeek V3.1 Terminus (Reasoning)
Time to First Token (seconds) — lower is better
Llama 3 Instruct 70B
0.70s
DeepSeek V3.1 Terminus (Reasoning)

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
8.933.9
Coding Index
6.833.7
Math Index
89.7
GPQA Diamond
37.9%79.2%
MMLU-Pro
57.4%85.1%
LiveCodeBench
19.8%79.8%
AIME 2025
89.7%
MATH-500
48.3%
Humanity's Last Exam
4.4%15.2%
SciCode
18.9%40.6%
IFBench
37.1%57.0%
TerminalBench
0.8%30.3%
Llama 3 Instruct 70B1 wins
11 winsDeepSeek V3.1 Terminus (Reasoning)

Frequently Asked Questions

Which is cheaper, Llama 3 Instruct 70B or DeepSeek V3.1 Terminus (Reasoning)?

Llama 3 Instruct 70B is cheaper overall. Its blended price (3:1 input/output ratio) is $1.18/M tokens vs $1.91/M for DeepSeek V3.1 Terminus (Reasoning).

Which model performs better on benchmarks?

DeepSeek V3.1 Terminus (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 46 tok/s vs 0 tok/s. However, DeepSeek V3.1 Terminus (Reasoning) has lower time-to-first-token (0.00s vs 0.70s).

When should I use Llama 3 Instruct 70B vs DeepSeek V3.1 Terminus (Reasoning)?

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