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Claude Sonnet 4 vs ERNIE 4.5 VL 424B A47B

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 Sonnet 4 and ERNIE 4.5 VL 424B A47B.

Anthropic

Claude Sonnet 4

Claude Sonnet 4 significantly enhances the capabilities of its predecessor, Sonnet 3.7, excelling in both coding and reasoning tasks with improved precision and controllability. Achieving state-of-the-art performance on SWE-bench (72.7%),...

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Baidu

ERNIE 4.5 VL 424B A47B

ERNIE-4.5-VL-424B-A47B is a multimodal Mixture-of-Experts (MoE) model from Baidu’s ERNIE 4.5 series, featuring 424B total parameters with 47B active per token. It is trained jointly on text and image data...

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Technical Specifications

SpecificationClaude Sonnet 4ERNIE 4.5 VL 424B A47B
ProviderAnthropicBaidu
Context Window1,000,000 tokens131,072 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2025-05-222025-06-30

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4

$3.00

ERNIE 4.5 VL 424B A47B

$0.42

Output Price per Million Tokens

Claude Sonnet 4

$15.00

ERNIE 4.5 VL 424B A47B

$1.25

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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
8800.0%vs8680.0%
Claude Sonnet 4
ERNIE 4.5 VL 424B A47B
HumanEvalPython coding & logic synthesis
9150.0%vs8200.0%
Claude Sonnet 4
ERNIE 4.5 VL 424B A47B
MATHComplex mathematical problem solving
7880.0%vs6520.0%
Claude Sonnet 4
ERNIE 4.5 VL 424B A47B
GPQAGraduate-level expert reasoning
6050.0%vs4500.0%
Claude Sonnet 4
ERNIE 4.5 VL 424B A47B
HellaSwagCommonsense reasoning and inference
9500.0%vs8650.0%
Claude Sonnet 4
ERNIE 4.5 VL 424B A47B
MT-BenchMulti-turn conversation flow quality
920.0%vs895.0%
Claude Sonnet 4
ERNIE 4.5 VL 424B A47B

Claude Sonnet 4 Quirks & Gotchas

No developer gotchas reported.

ERNIE 4.5 VL 424B A47B Quirks & Gotchas

No developer gotchas reported.