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ERNIE 4.0 vs o1

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 o1.

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

o1

The latest and strongest model family from OpenAI, o1 is designed to spend more time thinking before responding. The o1 model series is trained with large-scale reinforcement learning to reason...

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Technical Specifications

SpecificationERNIE 4.0o1
ProviderBaiduOpenAI
Context Window128,000 tokens200,000 tokens
Agent Suitability87/10088/100
Time to First Token (TTFT)380 ms2500 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-08-302024-12-17

API Pricing Comparison

Input Price per Million Tokens

ERNIE 4.0

$1.20

o1

$15.00

Output Price per Million Tokens

ERNIE 4.0

$2.40

o1

$60.00

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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/Avs9180.0%
ERNIE 4.0
o1
HumanEvalPython coding & logic synthesis
N/Avs9450.0%
ERNIE 4.0
o1
MATHComplex mathematical problem solving
N/Avs9480.0%
ERNIE 4.0
o1
GPQAGraduate-level expert reasoning
N/Avs7830.0%
ERNIE 4.0
o1
HellaSwagCommonsense reasoning and inference
N/Avs9200.0%
ERNIE 4.0
o1
MT-BenchMulti-turn conversation flow quality
N/Avs940.0%
ERNIE 4.0
o1

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

o1 Quirks & Gotchas

  • β–ΈReasoning model β€” high latency by design, not for real-time use
  • β–ΈBest for complex math/code reasoning where accuracy > speed
  • β–ΈUse o3-mini when you need reasoning with lower latency