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ERNIE 4.0 vs Llama 3.2 11B Vision

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 Llama 3.2 11B Vision.

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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Meta

Llama 3.2 11B Vision

Meta's lightweight open weights vision model, optimized for mobile devices and local deployments. Capable of visual understanding, chart reading, and fast text generation.

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Technical Specifications

SpecificationERNIE 4.0Llama 3.2 11B Vision
ProviderBaiduMeta
Context Window128,000 tokens131,072 tokens
Agent Suitability87/10072/100
Time to First Token (TTFT)380 ms150 ms
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-08-302024-09-25

API Pricing Comparison

Input Price per Million Tokens

ERNIE 4.0

$1.20

Llama 3.2 11B Vision

$0.34

Output Price per Million Tokens

ERNIE 4.0

$2.40

Llama 3.2 11B Vision

$0.34

Want to test both models live?

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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/Avs7300.0%
ERNIE 4.0
Llama 3.2 11B Vision
HumanEvalPython coding & logic synthesis
N/Avs7500.0%
ERNIE 4.0
Llama 3.2 11B Vision
MATHComplex mathematical problem solving
N/Avs5800.0%
ERNIE 4.0
Llama 3.2 11B Vision
GPQAGraduate-level expert reasoning
N/Avs3800.0%
ERNIE 4.0
Llama 3.2 11B Vision
HellaSwagCommonsense reasoning and inference
N/Avs8200.0%
ERNIE 4.0
Llama 3.2 11B Vision
MT-BenchMulti-turn conversation flow quality
N/Avs790.0%
ERNIE 4.0
Llama 3.2 11B Vision

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

Llama 3.2 11B Vision Quirks & Gotchas

  • β–ΈLightweight vision model for edge/on-device deployments
  • β–ΈLimited tool calling β€” use Llama 4 for production agentic tasks