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Claude Haiku 4.5 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 Haiku 4.5 and ERNIE 4.0.

Anthropic

Claude Haiku 4.5

Claude Haiku 4.5 is Anthropic’s fastest and most efficient model, delivering near-frontier intelligence at a fraction of the cost and latency of larger Claude models. Matching Claude Sonnet 4’s performance...

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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 Haiku 4.5ERNIE 4.0
ProviderAnthropicBaidu
Context Window200,000 tokens128,000 tokens
Agent Suitability87/10087/100
Time to First Token (TTFT)180 ms380 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-10-152025-08-30

API Pricing Comparison

Input Price per Million Tokens

Claude Haiku 4.5

$1.00

ERNIE 4.0

$1.20

Output Price per Million Tokens

Claude Haiku 4.5

$5.00

ERNIE 4.0

$2.40

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

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
8480.0%vsN/A
Claude Haiku 4.5
ERNIE 4.0
HumanEvalPython coding & logic synthesis
8600.0%vsN/A
Claude Haiku 4.5
ERNIE 4.0
MATHComplex mathematical problem solving
7500.0%vsN/A
Claude Haiku 4.5
ERNIE 4.0
GPQAGraduate-level expert reasoning
5500.0%vsN/A
Claude Haiku 4.5
ERNIE 4.0
HellaSwagCommonsense reasoning and inference
9350.0%vsN/A
Claude Haiku 4.5
ERNIE 4.0
MT-BenchMulti-turn conversation flow quality
890.0%vsN/A
Claude Haiku 4.5
ERNIE 4.0

Claude Haiku 4.5 Quirks & Gotchas

  • Fastest TTFT in the Claude lineup — ideal for real-time chat
  • Tool calling limited compared to Sonnet — best for simple classification and routing

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