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ERNIE 4.0 vs GPT-4o-mini

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for ERNIE 4.0 and GPT-4o-mini.

Baidu

ERNIE 4.0

ERNIE 4.0 (文心一言 4.0) is Baidu's most advanced large language model, representing the culmination of Baidu's decades of search and NLP expertise. Built on Baidu's proprietary knowledge-enhanced pre-training architecture, ERNIE 4.0 integrates deep understanding of Chinese language, culture, and domain-specific knowledge. It achieves GPT-4-class performance on comprehensive Chinese-language benchmarks spanning language understanding, reasoning, mathematics, and code generation. ERNIE 4.0 powers Baidu's Wenxin Yiyan consumer chatbot and is available via Baidu AI Cloud API for enterprise integrations.

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OpenAI

GPT-4o-mini

GPT-4o mini is OpenAI's newest model after [GPT-4 Omni](/models/openai/gpt-4o), supporting both text and image inputs with text outputs. As their most advanced small model, it is many multiples more affordable...

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Technical Specifications

SpecificationERNIE 4.0GPT-4o-mini
ProviderBaiduOpenAI
Context Window128,000 tokens128,000 tokens
Agent Suitability87/10082/100
Time to First Token (TTFT)380 ms150 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-08-302024-07-18

API Pricing Comparison

Input Price per Million Tokens

ERNIE 4.0

$1.20

GPT-4o-mini

$0.15

Output Price per Million Tokens

ERNIE 4.0

$2.40

GPT-4o-mini

$0.60

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
N/Avs8200.0%
ERNIE 4.0
GPT-4o-mini
HumanEvalPython coding & logic synthesis
N/Avs8400.0%
ERNIE 4.0
GPT-4o-mini
MATHComplex mathematical problem solving
N/Avs7020.0%
ERNIE 4.0
GPT-4o-mini
GPQAGraduate-level expert reasoning
N/Avs4500.0%
ERNIE 4.0
GPT-4o-mini
HellaSwagCommonsense reasoning and inference
N/Avs8470.0%
ERNIE 4.0
GPT-4o-mini
MT-BenchMulti-turn conversation flow quality
N/Avs860.0%
ERNIE 4.0
GPT-4o-mini

ERNIE 4.0 Quirks & Gotchas

  • β–ΈSuperior Chinese-language understanding β€” best-in-class for China-market applications
  • β–ΈAPI requires Baidu Cloud account with Chinese phone verification

GPT-4o-mini Quirks & Gotchas

  • β–ΈUltra-low latency β€” best TTFT in the OpenAI lineup
  • β–ΈTool calling limited to single-step β€” not suitable for complex agentic pipelines