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

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

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

Meta

Llama 3 Instruct 70B

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

Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)

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

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 (0-12)
Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)

Pricing Comparison

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

Speed Comparison

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

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
8.915.0
Coding Index
6.813.1
Math Index
63.7
GPQA Diamond
37.9%72.8%
MMLU-Pro
57.4%82.5%
LiveCodeBench
19.8%64.1%
AIME 2025
63.7%
MATH-500
48.3%95.2%
Humanity's Last Exam
4.4%8.1%
SciCode
18.9%34.7%
IFBench
37.1%38.2%
TerminalBench
0.8%2.3%
Llama 3 Instruct 70B0 wins
12 winsLlama 3.1 Nemotron Ultra 253B v1 (Reasoning)

Frequently Asked Questions

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

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. Llama 3 Instruct 70B also has lower time-to-first-token (0.48s vs 0.68s).

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

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.