Model Comparison
GPT-5.4 vs ERNIE 4.5Which is better in 2026?
GPT-5.4 significantly outperforms across most benchmarks. ERNIE 4.5 is 4.3x cheaper per token.
Verdict: GPT-5.4 vs ERNIE 4.5 — which is better?
GPT-5.4 (by OpenAI) and ERNIE 4.5 (by Baidu) are two of the AI models people compare most. Here is how they stack up on benchmarks, price and capabilities, and which one to pick in 2026.
GPT-5.4 outperforms in 1 benchmarks (GPQA), while ERNIE 4.5 is better at 0 benchmarks. GPT-5.4 significantly outperforms across most benchmarks.
On price, ERNIE 4.5 is roughly 4.3x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.
GPT-5.4 also accepts a larger context window (1,000,000 input tokens), making it the stronger choice for long documents and large codebases.
Choose GPT-5.4 if…
- you want the strongest raw capability — it leads on 1 of 1 shared benchmarks
- you process long inputs — it offers a 1,000,000 token context window
- you want the most recent training data — it shipped Mar 2026
Choose ERNIE 4.5 if…
- cost matters — it's about 4.3x cheaper per token
Performance Benchmarks
Comparative analysis across standard metrics
GPT-5.4 outperforms in 1 benchmarks (GPQA), while ERNIE 4.5 is better at 0 benchmarks.
GPT-5.4 significantly outperforms across most benchmarks.
Arena Performance
Human preference votes
Pricing Analysis
Price comparison per million tokens
For input processing, GPT-5.4 ($2.50/1M tokens) is 6.3x more expensive than ERNIE 4.5 ($0.40/1M tokens).
For output processing, GPT-5.4 ($15.00/1M tokens) is 3.8x more expensive than ERNIE 4.5 ($4.00/1M tokens).
In conclusion, GPT-5.4 is more expensive than ERNIE 4.5.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
GPT-5.4 accepts 1,000,000 input tokens compared to ERNIE 4.5's 128,000 tokens. GPT-5.4 can generate longer responses up to 128,000 tokens, while ERNIE 4.5 is limited to 65,536 tokens.
Input Capabilities
Supported data types and modalities
GPT-5.4 supports multimodal inputs, whereas ERNIE 4.5 does not.
GPT-5.4 can handle both text and other forms of data like images, making it suitable for multimodal applications.
GPT-5.4
ERNIE 4.5
License
Usage and distribution terms
Both models are licensed under proprietary licenses.
Both models have usage restrictions defined by their respective organizations.
Proprietary
Closed source
Proprietary
Closed source
Release Timeline
When each model was launched
GPT-5.4 was released on 2026-03-05, while ERNIE 4.5 was released on 2025-06-25.
GPT-5.4 is 8 months newer than ERNIE 4.5.
Mar 5, 2026
3 months ago
8mo newerJun 25, 2025
12 months ago
Knowledge Cutoff
When training data ends
Neither model specifies a knowledge cutoff date.
Unable to compare the recency of their training data.
Provider Availability
GPT-5.4 is available from OpenAI. ERNIE 4.5 is available from Novita.
GPT-5.4
ERNIE 4.5
Outputs Comparison
Key Takeaways
GPT-5.4
View detailsOpenAI
Detailed Comparison
FAQ
Common questions about GPT-5.4 vs ERNIE 4.5.