Compare/Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) vs Llama 3 Instruct 70B

Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)vsLlama 3 Instruct 70B

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

NVIDIA

Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)

Input
$0.6/M
Output
$1.8/M
Speed
42 tok/s
TTFT
0.68s
Meta

Llama 3 Instruct 70B

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

Winner by Category

Cheaper
Llama 3 Instruct 70B
Faster (tok/s)
Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)
Lower Latency
Llama 3 Instruct 70B
Benchmarks (12-0)
Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)

Pricing Comparison

MetricLlama 3.1 Nemotron Ultra 253B v1 (Reasoning)Llama 3 Instruct 70B
Input ($/M tokens)$0.6$0.58
Output ($/M tokens)$1.8$1.745
Cost for 1M input + 100K output tokens:
Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)$0.78
Llama 3 Instruct 70B$0.75

Speed Comparison

Output Speed (tokens/s) — higher is better
Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)
42 tok/s
Llama 3 Instruct 70B
40 tok/s
Time to First Token (seconds) — lower is better
Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)
0.68s
Llama 3 Instruct 70B
0.48s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
15.08.9
Coding Index
13.16.8
Math Index
63.7
GPQA Diamond
72.8%37.9%
MMLU-Pro
82.5%57.4%
LiveCodeBench
64.1%19.8%
AIME 2025
63.7%
MATH-500
95.2%48.3%
Humanity's Last Exam
8.1%4.4%
SciCode
34.7%18.9%
IFBench
38.2%37.1%
TerminalBench
2.3%0.8%
Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)12 wins
0 winsLlama 3 Instruct 70B

Frequently Asked Questions

Which is cheaper, Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) or Llama 3 Instruct 70B?

Llama 3 Instruct 70B is cheaper overall. Its blended price (3:1 input/output ratio) is $0.87/M tokens vs $0.90/M for Llama 3.1 Nemotron Ultra 253B v1 (Reasoning).

Which model performs better on benchmarks?

Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) wins 12 out of 12 benchmarks compared to 0 for Llama 3 Instruct 70B. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) generates tokens faster at 42 tok/s vs 40 tok/s. However, Llama 3 Instruct 70B has lower time-to-first-token (0.48s vs 0.68s).

When should I use Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) vs Llama 3 Instruct 70B?

Choose based on your priorities: Llama 3 Instruct 70B for lower cost, Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) for stronger benchmark performance, and Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.