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ERNIE 4.0 vs Qwen2.5 7B Instruct

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 Qwen2.5 7B Instruct.

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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Alibaba

Qwen2.5 7B Instruct

Qwen2.5 7B is the latest series of Qwen large language models. Qwen2.5 brings the following improvements upon Qwen2: - Significantly more knowledge and has greatly improved capabilities in coding and...

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Technical Specifications

SpecificationERNIE 4.0Qwen2.5 7B Instruct
ProviderBaiduAlibaba
Context Window128,000 tokens131,072 tokens
Agent Suitability87/100N/A
Time to First Token (TTFT)380 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-08-302024-10-16

API Pricing Comparison

Input Price per Million Tokens

ERNIE 4.0

$1.20

Qwen2.5 7B Instruct

$0.04

Output Price per Million Tokens

ERNIE 4.0

$2.40

Qwen2.5 7B Instruct

$0.10

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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/Avs7580.0%
ERNIE 4.0
Qwen2.5 7B Instruct
HumanEvalPython coding & logic synthesis
N/Avs7800.0%
ERNIE 4.0
Qwen2.5 7B Instruct
MATHComplex mathematical problem solving
N/Avs4250.0%
ERNIE 4.0
Qwen2.5 7B Instruct
GPQAGraduate-level expert reasoning
N/Avs3200.0%
ERNIE 4.0
Qwen2.5 7B Instruct
HellaSwagCommonsense reasoning and inference
N/Avs7950.0%
ERNIE 4.0
Qwen2.5 7B Instruct
MT-BenchMulti-turn conversation flow quality
N/Avs820.0%
ERNIE 4.0
Qwen2.5 7B Instruct

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

Qwen2.5 7B Instruct Quirks & Gotchas

No developer gotchas reported.