Compare/ERNIE 5.0 Thinking Preview vs GPT-5.4 nano (Non-Reasoning)

ERNIE 5.0 Thinking PreviewvsGPT-5.4 nano (Non-Reasoning)

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

Baidu

ERNIE 5.0 Thinking Preview

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

GPT-5.4 nano (Non-Reasoning)

Input
$0.2/M
Output
$1.25/M
Speed
177 tok/s
TTFT
0.47s

Winner by Category

Cheaper
ERNIE 5.0 Thinking Preview
Faster (tok/s)
GPT-5.4 nano (Non-Reasoning)
Lower Latency
ERNIE 5.0 Thinking Preview
Benchmarks (11-0)
ERNIE 5.0 Thinking Preview

Pricing Comparison

MetricERNIE 5.0 Thinking PreviewGPT-5.4 nano (Non-Reasoning)
Input ($/M tokens)$0$0.2
Output ($/M tokens)$0$1.25
Cost for 1M input + 100K output tokens:
ERNIE 5.0 Thinking Preview$0.00
GPT-5.4 nano (Non-Reasoning)$0.33

Speed Comparison

Output Speed (tokens/s) — higher is better
ERNIE 5.0 Thinking Preview
GPT-5.4 nano (Non-Reasoning)
177 tok/s
Time to First Token (seconds) — lower is better
ERNIE 5.0 Thinking Preview
GPT-5.4 nano (Non-Reasoning)
0.47s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
29.124.4
Coding Index
29.227.9
Math Index
85.0
GPQA Diamond
77.7%55.8%
MMLU-Pro
83.0%
LiveCodeBench
81.2%
AIME 2025
85.0%
MATH-500
Humanity's Last Exam
12.7%4.2%
SciCode
37.5%35.2%
IFBench
41.4%32.7%
TerminalBench
25.0%24.2%
ERNIE 5.0 Thinking Preview11 wins
0 winsGPT-5.4 nano (Non-Reasoning)

Frequently Asked Questions

Which is cheaper, ERNIE 5.0 Thinking Preview or GPT-5.4 nano (Non-Reasoning)?

ERNIE 5.0 Thinking Preview is cheaper overall. Its blended price (3:1 input/output ratio) is $0.00/M tokens vs $0.46/M for GPT-5.4 nano (Non-Reasoning).

Which model performs better on benchmarks?

ERNIE 5.0 Thinking Preview wins 11 out of 12 benchmarks compared to 0 for GPT-5.4 nano (Non-Reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 nano (Non-Reasoning) generates tokens faster at 177 tok/s vs 0 tok/s. ERNIE 5.0 Thinking Preview also has lower time-to-first-token (0.00s vs 0.47s).

When should I use ERNIE 5.0 Thinking Preview vs GPT-5.4 nano (Non-Reasoning)?

Choose based on your priorities: ERNIE 5.0 Thinking Preview for lower cost, ERNIE 5.0 Thinking Preview for stronger benchmark performance, and GPT-5.4 nano (Non-Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.