Compare/Nemotron Cascade 2 30B A3B vs GPT-5.4 (Non-reasoning)

Nemotron Cascade 2 30B A3BvsGPT-5.4 (Non-reasoning)

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

NVIDIA

Nemotron Cascade 2 30B A3B

Input
$0/M
Output
$0/M
Speed
TTFT
OpenAI

GPT-5.4 (Non-reasoning)

Input
$2.5/M
Output
$15/M
Speed
61 tok/s
TTFT
0.65s

Winner by Category

Cheaper
Nemotron Cascade 2 30B A3B
Faster (tok/s)
GPT-5.4 (Non-reasoning)
Lower Latency
Nemotron Cascade 2 30B A3B
Benchmarks (3-4)
GPT-5.4 (Non-reasoning)

Pricing Comparison

MetricNemotron Cascade 2 30B A3BGPT-5.4 (Non-reasoning)
Input ($/M tokens)$0$2.5
Output ($/M tokens)$0$15
Cost for 1M input + 100K output tokens:
Nemotron Cascade 2 30B A3B$0.00
GPT-5.4 (Non-reasoning)$4.00

Speed Comparison

Output Speed (tokens/s) — higher is better
Nemotron Cascade 2 30B A3B
GPT-5.4 (Non-reasoning)
61 tok/s
Time to First Token (seconds) — lower is better
Nemotron Cascade 2 30B A3B
GPT-5.4 (Non-reasoning)
0.65s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
28.435.4
Coding Index
25.841.0
Math Index
GPQA Diamond
75.8%74.8%
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
11.4%10.6%
SciCode
34.8%47.1%
IFBench
80.4%48.4%
TerminalBench
21.2%37.9%
Nemotron Cascade 2 30B A3B3 wins
4 winsGPT-5.4 (Non-reasoning)

Frequently Asked Questions

Which is cheaper, Nemotron Cascade 2 30B A3B or GPT-5.4 (Non-reasoning)?

Nemotron Cascade 2 30B A3B is cheaper overall. Its blended price (3:1 input/output ratio) is $0.00/M tokens vs $5.63/M for GPT-5.4 (Non-reasoning).

Which model performs better on benchmarks?

GPT-5.4 (Non-reasoning) wins 4 out of 12 benchmarks compared to 3 for Nemotron Cascade 2 30B A3B. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 (Non-reasoning) generates tokens faster at 61 tok/s vs 0 tok/s. Nemotron Cascade 2 30B A3B also has lower time-to-first-token (0.00s vs 0.65s).

When should I use Nemotron Cascade 2 30B A3B vs GPT-5.4 (Non-reasoning)?

Choose based on your priorities: Nemotron Cascade 2 30B A3B for lower cost, GPT-5.4 (Non-reasoning) for stronger benchmark performance, and GPT-5.4 (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.