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Claude Sonnet 4.6 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 4.6 and ERNIE 4.5 VL 424B A47B.

Anthropic

Claude Sonnet 4.6

Sonnet 4.6 is Anthropic's most capable Sonnet-class model yet, with frontier performance across coding, agents, and professional work. It excels at iterative development, complex codebase navigation, end-to-end project management with...

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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 4.6ERNIE 4.5 VL 424B A47B
ProviderAnthropicBaidu
Context Window1,000,000 tokens131,072 tokens
Agent Suitability94/100N/A
Time to First Token (TTFT)350 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-02-172025-06-30

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4.6

$3.00

ERNIE 4.5 VL 424B A47B

$0.42

Output Price per Million Tokens

Claude Sonnet 4.6

$15.00

ERNIE 4.5 VL 424B A47B

$1.25

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
9040.0%vs8680.0%
Claude Sonnet 4.6
ERNIE 4.5 VL 424B A47B
HumanEvalPython coding & logic synthesis
9370.0%vs8200.0%
Claude Sonnet 4.6
ERNIE 4.5 VL 424B A47B
MATHComplex mathematical problem solving
8230.0%vs6520.0%
Claude Sonnet 4.6
ERNIE 4.5 VL 424B A47B
GPQAGraduate-level expert reasoning
6500.0%vs4500.0%
Claude Sonnet 4.6
ERNIE 4.5 VL 424B A47B
HellaSwagCommonsense reasoning and inference
9600.0%vs8650.0%
Claude Sonnet 4.6
ERNIE 4.5 VL 424B A47B
MT-BenchMulti-turn conversation flow quality
940.0%vs895.0%
Claude Sonnet 4.6
ERNIE 4.5 VL 424B A47B

Claude Sonnet 4.6 Quirks & Gotchas

  • Best balance of speed and capability — default for most Claude integrations
  • Computer-use (beta) feature enables autonomous UI interaction

ERNIE 4.5 VL 424B A47B Quirks & Gotchas

No developer gotchas reported.