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ERNIE 4.0 vs Llama 3.3 70B 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 Llama 3.3 70B 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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Meta

Llama 3.3 70B Instruct

Meta's state-of-the-art open weights model, providing enterprise-grade reasoning and logic. Exceptionally powerful for self-hosted customer support, text generation, and tooling workflows.

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Technical Specifications

SpecificationERNIE 4.0Llama 3.3 70B Instruct
ProviderBaiduMeta
Context Window128,000 tokens131,072 tokens
Agent Suitability87/10083/100
Time to First Token (TTFT)380 ms280 ms
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-08-302024-12-06

API Pricing Comparison

Input Price per Million Tokens

ERNIE 4.0

$1.20

Llama 3.3 70B Instruct

$0.10

Output Price per Million Tokens

ERNIE 4.0

$2.40

Llama 3.3 70B Instruct

$0.32

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/Avs8620.0%
ERNIE 4.0
Llama 3.3 70B Instruct
HumanEvalPython coding & logic synthesis
N/Avs8800.0%
ERNIE 4.0
Llama 3.3 70B Instruct
MATHComplex mathematical problem solving
N/Avs7500.0%
ERNIE 4.0
Llama 3.3 70B Instruct
GPQAGraduate-level expert reasoning
N/Avs5200.0%
ERNIE 4.0
Llama 3.3 70B Instruct
HellaSwagCommonsense reasoning and inference
N/Avs8850.0%
ERNIE 4.0
Llama 3.3 70B Instruct
MT-BenchMulti-turn conversation flow quality
N/Avs880.0%
ERNIE 4.0
Llama 3.3 70B 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

Llama 3.3 70B Instruct Quirks & Gotchas

  • β–ΈStable, well-documented self-hosted option with strong community support
  • β–ΈOutperformed by Llama 4 Maverick for agentic tool-calling workflows