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ERNIE 4.0 vs GLM 5 Turbo

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 GLM 5 Turbo.

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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Zhipu AI

GLM 5 Turbo

GLM-5 Turbo is a new model from Z.ai designed for fast inference and strong performance in agent-driven environments such as OpenClaw scenarios. It is deeply optimized for real-world agent workflows...

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Technical Specifications

SpecificationERNIE 4.0GLM 5 Turbo
ProviderBaiduZhipu AI
Context Window128,000 tokens262,144 tokens
Agent Suitability87/100N/A
Time to First Token (TTFT)380 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-08-302026-03-15

API Pricing Comparison

Input Price per Million Tokens

ERNIE 4.0

$1.20

GLM 5 Turbo

$1.20

Output Price per Million Tokens

ERNIE 4.0

$2.40

GLM 5 Turbo

$4.00

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/Avs8300.0%
ERNIE 4.0
GLM 5 Turbo
HumanEvalPython coding & logic synthesis
N/Avs8450.0%
ERNIE 4.0
GLM 5 Turbo
MATHComplex mathematical problem solving
N/Avs5800.0%
ERNIE 4.0
GLM 5 Turbo
GPQAGraduate-level expert reasoning
N/Avs4000.0%
ERNIE 4.0
GLM 5 Turbo
HellaSwagCommonsense reasoning and inference
N/Avs8450.0%
ERNIE 4.0
GLM 5 Turbo
MT-BenchMulti-turn conversation flow quality
N/Avs880.0%
ERNIE 4.0
GLM 5 Turbo

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

GLM 5 Turbo Quirks & Gotchas

No developer gotchas reported.