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Claude 3.5 Sonnet v2 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 3.5 Sonnet v2 and ERNIE 4.5 VL 424B A47B.

Anthropic

Claude 3.5 Sonnet v2

Claude 3.5 Sonnet v2 is Anthropic's enhanced version of the breakthrough Claude 3.5 Sonnet, delivering significantly improved coding capabilities, longer context handling, and more reliable tool use at the same competitive pricing. It maintains the same 200K-token context window while achieving substantial gains in HumanEval, SWE-bench, and agentic task completion rates. Claude 3.5 Sonnet v2 remains widely used as a fallback model for teams that have standardized on the 3.5 architecture and prefer its consistent, well-characterized behavior for production deployments.

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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 3.5 Sonnet v2ERNIE 4.5 VL 424B A47B
ProviderAnthropicBaidu
Context Window200,000 tokens131,072 tokens
Agent Suitability92/100N/A
Time to First Token (TTFT)360 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-02-152025-06-30

API Pricing Comparison

Input Price per Million Tokens

Claude 3.5 Sonnet v2

$3.00

ERNIE 4.5 VL 424B A47B

$0.42

Output Price per Million Tokens

Claude 3.5 Sonnet v2

$15.00

ERNIE 4.5 VL 424B A47B

$1.25

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/Avs8680.0%
Claude 3.5 Sonnet v2
ERNIE 4.5 VL 424B A47B
HumanEvalPython coding & logic synthesis
N/Avs8200.0%
Claude 3.5 Sonnet v2
ERNIE 4.5 VL 424B A47B
MATHComplex mathematical problem solving
N/Avs6520.0%
Claude 3.5 Sonnet v2
ERNIE 4.5 VL 424B A47B
GPQAGraduate-level expert reasoning
N/Avs4500.0%
Claude 3.5 Sonnet v2
ERNIE 4.5 VL 424B A47B
HellaSwagCommonsense reasoning and inference
N/Avs8650.0%
Claude 3.5 Sonnet v2
ERNIE 4.5 VL 424B A47B
MT-BenchMulti-turn conversation flow quality
N/Avs895.0%
Claude 3.5 Sonnet v2
ERNIE 4.5 VL 424B A47B

Claude 3.5 Sonnet v2 Quirks & Gotchas

  • Well-characterized production behavior — ideal for teams needing stability
  • Upgrade to Claude 4.6 Sonnet for 1M context and improved agentic performance

ERNIE 4.5 VL 424B A47B Quirks & Gotchas

No developer gotchas reported.