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Claude Sonnet 4 vs Qwen3 VL 8B Instruct

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 Qwen3 VL 8B Instruct.

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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Alibaba

Qwen3 VL 8B Instruct

Qwen3-VL-8B-Instruct is a multimodal vision-language model from the Qwen3-VL series, built for high-fidelity understanding and reasoning across text, images, and video. It features improved multimodal fusion with Interleaved-MRoPE for long-horizon...

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Technical Specifications

SpecificationClaude Sonnet 4Qwen3 VL 8B Instruct
ProviderAnthropicAlibaba
Context Window1,000,000 tokens256,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitybetastable
API AvailableYesYes
Released Date2025-05-222025-10-14

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4

$3.00

Qwen3 VL 8B Instruct

$0.12

Output Price per Million Tokens

Claude Sonnet 4

$15.00

Qwen3 VL 8B Instruct

$0.46

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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%vsN/A
Claude Sonnet 4
Qwen3 VL 8B Instruct
HumanEvalPython coding & logic synthesis
9150.0%vsN/A
Claude Sonnet 4
Qwen3 VL 8B Instruct
MATHComplex mathematical problem solving
7880.0%vsN/A
Claude Sonnet 4
Qwen3 VL 8B Instruct
GPQAGraduate-level expert reasoning
6050.0%vsN/A
Claude Sonnet 4
Qwen3 VL 8B Instruct
HellaSwagCommonsense reasoning and inference
9500.0%vsN/A
Claude Sonnet 4
Qwen3 VL 8B Instruct
MT-BenchMulti-turn conversation flow quality
920.0%vsN/A
Claude Sonnet 4
Qwen3 VL 8B Instruct

Claude Sonnet 4 Quirks & Gotchas

No developer gotchas reported.

Qwen3 VL 8B Instruct Quirks & Gotchas

No developer gotchas reported.