Compare/Llama 3.1 Nemotron Instruct 70B vs KAT-Coder-Pro V1

Llama 3.1 Nemotron Instruct 70BvsKAT-Coder-Pro V1

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

NVIDIA

Llama 3.1 Nemotron Instruct 70B

Input
$1.2/M
Output
$1.2/M
Speed
33 tok/s
TTFT
0.39s
KwaiKAT

KAT-Coder-Pro V1

Input
$0.3/M
Output
$1.2/M
Speed
38 tok/s
TTFT
1.13s

Winner by Category

Cheaper
KAT-Coder-Pro V1
Faster (tok/s)
KAT-Coder-Pro V1
Lower Latency
Llama 3.1 Nemotron Instruct 70B
Benchmarks (1-11)
KAT-Coder-Pro V1

Pricing Comparison

MetricLlama 3.1 Nemotron Instruct 70BKAT-Coder-Pro V1
Input ($/M tokens)$1.2$0.3
Output ($/M tokens)$1.2$1.2
Cost for 1M input + 100K output tokens:
Llama 3.1 Nemotron Instruct 70B$1.32
KAT-Coder-Pro V1$0.42

Speed Comparison

Output Speed (tokens/s) — higher is better
Llama 3.1 Nemotron Instruct 70B
33 tok/s
KAT-Coder-Pro V1
38 tok/s
Time to First Token (seconds) — lower is better
Llama 3.1 Nemotron Instruct 70B
0.39s
KAT-Coder-Pro V1
1.13s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
13.436.0
Coding Index
10.818.3
Math Index
11.094.7
GPQA Diamond
46.5%76.4%
MMLU-Pro
69.0%81.3%
LiveCodeBench
16.9%74.7%
AIME 2025
11.0%94.7%
MATH-500
73.3%
Humanity's Last Exam
4.6%33.4%
SciCode
23.3%36.6%
IFBench
30.7%68.4%
TerminalBench
4.5%9.1%
Llama 3.1 Nemotron Instruct 70B1 wins
11 winsKAT-Coder-Pro V1

Frequently Asked Questions

Which is cheaper, Llama 3.1 Nemotron Instruct 70B or KAT-Coder-Pro V1?

KAT-Coder-Pro V1 is cheaper overall. Its blended price (3:1 input/output ratio) is $0.53/M tokens vs $1.20/M for Llama 3.1 Nemotron Instruct 70B.

Which model performs better on benchmarks?

KAT-Coder-Pro V1 wins 11 out of 12 benchmarks compared to 1 for Llama 3.1 Nemotron Instruct 70B. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

KAT-Coder-Pro V1 generates tokens faster at 38 tok/s vs 33 tok/s. Llama 3.1 Nemotron Instruct 70B also has lower time-to-first-token (0.39s vs 1.13s).

When should I use Llama 3.1 Nemotron Instruct 70B vs KAT-Coder-Pro V1?

Choose based on your priorities: KAT-Coder-Pro V1 for lower cost, KAT-Coder-Pro V1 for stronger benchmark performance, and KAT-Coder-Pro V1 for faster generation. For latency-sensitive apps, check the TTFT comparison above.