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ERNIE 4.0 vs GPT-5.5

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 GPT-5.5.

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

GPT-5.5

GPT-5.5 is OpenAI’s frontier model designed for complex professional workloads, building on GPT-5.4 with stronger reasoning, higher reliability, and improved token efficiency on hard tasks. It features a 1M+ token...

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Technical Specifications

SpecificationERNIE 4.0GPT-5.5
ProviderBaiduOpenAI
Context Window128,000 tokens1,050,000 tokens
Agent Suitability87/10095/100
Time to First Token (TTFT)380 ms380 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-08-302026-04-24

API Pricing Comparison

Input Price per Million Tokens

ERNIE 4.0

$1.20

GPT-5.5

$5.00

Output Price per Million Tokens

ERNIE 4.0

$2.40

GPT-5.5

$30.00

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/Avs9420.0%
ERNIE 4.0
GPT-5.5
HumanEvalPython coding & logic synthesis
N/Avs9680.0%
ERNIE 4.0
GPT-5.5
MATHComplex mathematical problem solving
N/Avs9350.0%
ERNIE 4.0
GPT-5.5
GPQAGraduate-level expert reasoning
N/Avs8420.0%
ERNIE 4.0
GPT-5.5
HellaSwagCommonsense reasoning and inference
N/Avs9900.0%
ERNIE 4.0
GPT-5.5
MT-BenchMulti-turn conversation flow quality
N/Avs970.0%
ERNIE 4.0
GPT-5.5

ERNIE 4.0 Quirks & Gotchas

  • Superior Chinese-language understanding — best-in-class for China-market applications
  • API requires Baidu Cloud account with Chinese phone verification

GPT-5.5 Quirks & Gotchas

  • Best for JSON schema adherence — strict mode available via response_format parameter
  • Requires explicit tool_choice for deterministic function calling