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Claude 3 Opus vs ERNIE 4.0

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 Claude 3 Opus and ERNIE 4.0.

Anthropic

Claude 3 Opus

Claude 3 Opus is Anthropic's most powerful model from the first Claude 3 generation, engineered for deep analysis, comprehensive research, and demanding multi-step task execution. Released in March 2024, it represented the frontier of Anthropic's capabilities at the time, with a 200,000-token context window suitable for processing large documents, synthesizing diverse research sources, and generating expert-level written content. Priced at $15/MTok for input, Claude 3 Opus remains available for teams with specific requirements for Claude 3-generation behavior, though most use cases are better served by the improved Claude 4 series.

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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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Technical Specifications

SpecificationClaude 3 OpusERNIE 4.0
ProviderAnthropicBaidu
Context Window200,000 tokens128,000 tokens
Agent SuitabilityN/A87/100
Time to First Token (TTFT)N/A380 ms
Deployment ModelN/Amanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-03-042025-08-30

API Pricing Comparison

Input Price per Million Tokens

Claude 3 Opus

$15.00

ERNIE 4.0

$1.20

Output Price per Million Tokens

Claude 3 Opus

$75.00

ERNIE 4.0

$2.40

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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
8680.0%vsN/A
Claude 3 Opus
ERNIE 4.0
HumanEvalPython coding & logic synthesis
8490.0%vsN/A
Claude 3 Opus
ERNIE 4.0
MATHComplex mathematical problem solving
6010.0%vsN/A
Claude 3 Opus
ERNIE 4.0
GPQAGraduate-level expert reasoning
5040.0%vsN/A
Claude 3 Opus
ERNIE 4.0
HellaSwagCommonsense reasoning and inference
9500.0%vsN/A
Claude 3 Opus
ERNIE 4.0
MT-BenchMulti-turn conversation flow quality
900.0%vsN/A
Claude 3 Opus
ERNIE 4.0

Claude 3 Opus Quirks & Gotchas

No developer gotchas reported.

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