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Head-to-Head Model Comparison

Qwen-VL Plus vs Claude 3 Opus

Benchmarks, API Token Pricing, Context Window & Speed Comparison

Revisado pela equipe de pesquisa do GetInfoUsÚltima revisão: October 2026Política editorial
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Related topics (12)
AI CompareAI BenchmarkToken PricingModel CostModel SpecsSWE-bench CodingModel VersusWhich AI ModelLLM Speed & LatencyReasoning ModelsExtended ThinkingPrompt Caching ROI
Qwen-VL Plus vs Claude 3 Opus: Benchmarks, Pricing & Speed Comparison

Qwen-VL Plus da Alibaba e Claude 3 Opus da Anthropic são dois modelos de IA de destaque. O Qwen-VL Plus oferece uma janela de contexto de 131.1K tokens a $0.21/$0.63 por milhão de tokens, enquanto o Claude 3 Opus oferece 200K tokens de contexto a $15.00/$75.00 por milhão de tokens. Veja abaixo a comparação completa de benchmarks, latência e custos.

Comparação Direta (VS)

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Popular Matchups:
Alibaba

Qwen-VL Plus

IA Multimodal Nativa

O Qwen-VL Plus da Alibaba é um modelo de IA projetado para compreensão multimodal nativa de texto e imagem e leitura visual de documentos, oferecendo janela de contexto de 131K, velocidade de 105 tokens/s, índice de inteligência de 71/100 e

Intelligence Index71 / 100
Input Token:

$0.21 / 1M

Output Token:

$0.63 / 1M

Context Window:

131.1K tokens

SWE-bench Verified:

N/A

Anthropic

Claude 3 Opus

Modelo de Geração Clássica

O Claude 3 Opus da Anthropic é um modelo de IA projetado para assistentes conversacionais, síntese de textos e tarefas corporativas, oferecendo janela de contexto de 200K, velocidade de 30 tokens/s, índice de inteligência de 44/100 e tarifa

Intelligence Index44 / 100
Input Token:

$15.00 / 1M

Output Token:

$75.00 / 1M

Context Window:

200K tokens

SWE-bench Verified:

32.2%

Principais Diferenças em Resumo

  • Qwen-VL Plus is 101.0x cheaper for API usage (input + output tokens combined).
  • Claude 3 Opus has a larger context window (200K vs 131K tokens).
  • Qwen-VL Plus is faster at 105 tok/s vs 30 tok/s.
Need definitions for token pricing, context, or benchmarks?Explore AI Glossary →
FeatureQwen-VL PlusClaude 3 Opus
Intelligence Index
Composite reasoning & knowledge score (0-100)
7144
Provider
AlibabaAnthropic
Input Price
Cost per million input tokens
$0.21 / 1M$15.00 / 1M
Output Price
Cost per million output tokens
$0.63 / 1M$75.00 / 1M
Blended Price
Weighted 7:2:1 cache:input:output per 1M
$0.12 / 1M$11.55 / 1M
Context Window
Maximum input + output tokens
131.1K tokens~197 A4 pages of text200K tokens~300 A4 pages of text
Max Output Tokens
Per single request
8K4K
Throughput Speed
Tokens generated per second
105 tok/s30 tok/s
SWE-bench Verified
Real-world software engineering
N/A32.2%
GPQA Diamond
Graduate-level reasoning
N/A50.4%
Cached Input Price
Prompt caching discount per 1M tokens
$0.02 / 1M$1.50 / 1M

Quem vence em cada categoria?

At-a-glance decision framework
Coding

Evaluations ongoing

Cost
Qwen-VL Plus
101.0x cheaper monthly runtime
Speed
Qwen-VL Plus
+250% faster generation
Context
Claude 3 Opus
200K tokens window

Pontuações de Benchmarks Verificadas

Official evaluation metrics verified by independent third-party research labs.

Qwen-VL PlusClaude 3 Opus
SWE-bench Verified (Autonomous Coding)

Industry benchmark evaluating real-world GitHub issue resolution and multi-file debugging.

N/Avs32.2%
GPQA Diamond (Doctorate-Level Science & Math)

Challenging questions created by domain experts to test complex PhD-level reasoning.

N/Avs50.4%
MMLU-Pro (Multi-task Language Understanding)

Hardened reasoning and academic knowledge benchmark with reduced lucky-guess probability.

70.5%vs74%
LMSYS Chatbot Arena Elo

Crowdsourced human preference evaluation based on blind, head-to-head model battles.

1240ptsvs1262pts
Generation Speed (Throughput)

Tokens emitted per second during active generation streaming.

105 tok/s vs30 tok/s

Latência e Tempo de Resposta

Time to first token (TTFT) and estimated end-to-end response time for a typical 500-token response.

Time to First Token (TTFT)Lower is better
Qwen-VL Plus0.48s
Claude 3 Opus1.20s
Est. End-to-End Response (500 tokens)TTFT + generation time
Qwen-VL Plus5.24s
Claude 3 Opus17.87s

Simulador Interativo de Custo de Tokens

Adjust sliders to calculate projected monthly cloud API spending with prompt caching discounts.

100K / day
10K500K1M
30K / day
5K150K300K
50% cached
0% (Cold)50%90% (Warm)
Qwen-VL Plus Monthly API Bill
$0.91 / month
$0.21/1M in · $0.63/1M out
Claude 3 Opus Monthly API Bill
$92.25 / month
$15/1M in · $75/1M out
Qwen-VL Plus saves approximately $91.34 / month (99%) under this workload.101.0x Savings

Qwen-VL Plus · Strengths & Key Advantages

  • Janela de contexto de 131K com limite máximo de saída de 8K tokens (MMLU-Pro 70.5% · Arena Elo 1240)
  • Taxa de transferência rápida de 105 tokens/segundo com latência inicial (TTFT) de 480 ms
  • Economia de API competitiva ($0.21/$0.63 por 1M de tokens) com suporte a cache de prompts e saídas JSON estruturadas
Considerations & Trade-offs
  • Modelo proprietário em nuvem; não permite download dos pesos para execução local offline
  • Em derivações científicas extremas, modelos pesados dedicados exclusivamente ao raciocínio oferecem maior profundidade

Claude 3 Opus · Strengths & Key Advantages

  • Janela de contexto de 200K com limite máximo de saída de 4K tokens (SWE-bench Verified 32.2% · GPQA Diamond 50.4%)
  • Taxa de transferência rápida de 30 tokens/segundo com latência inicial (TTFT) de 1200 ms
  • Economia de API competitiva ($15/$75 por 1M de tokens) com suporte a cache de prompts e saídas JSON estruturadas
Considerations & Trade-offs
  • Modelo proprietário em nuvem; não permite download dos pesos para execução local offline
  • Para alto volume de requisições, recomenda-se ativar o cache de prompts e a Batch API para reduzir custos

Token Use & Task Economics

Estimated cost and token consumption to complete one representative agentic task.

MetricQwen-VL PlusClaude 3 Opus
Cost per Task
Estimated USD to finish one task
$0.05$0.20
Output Tokens / Task
Tokens generated per task
14K24K
Reasoning Tokens / Task
Thinking tokens burned per task
2K0K

Especificações Técnicas

Architecture, release timeline, capabilities, and modalities.

FeatureQwen-VL PlusClaude 3 Opus
Official API Model ID (SDK)qwen-vl-plus-instructclaude-3-opus-20240301
API ProtocolAlibaba REST API (OpenAI-Compatible)Anthropic Messages API + AWS Bedrock + Vertex AI
Release Date2024-012024-03
Knowledge CutoffDecember 2023August 2023
ArchitectureEfficient Multimodal Vision-Language TransformerFrontier Dense Multimodal Transformer
ParametersConfidentialConfidential
Enterprise Rate Limits (RPM / TPM)5,000 – 15,000 RPM (Production Tier) · 800,000 – 2,000,000 TPM4,000 – 10,000 RPM (Tier 4 + Priority Tier) · 800,000 – 2,000,000 TPM
Long-Context Tier (>128K/200K)Flat rate ($0.21/1M in) across full 131K windowStandard rate up to 200K tokens; 2x input/output tier above 200K tokens
Prompt Cache Policy & TTLCached input at $0.021/1M tokens$1.5/1M cached read (90% off); 5-min default & 1-hour extended TTL
Computer Use / GUI AgentSupported (Screen coordinate grounding, browser & desktop GUI action loops)Supported (Screen coordinate grounding, browser & desktop GUI action loops)
MCP & Parallel Tool CallingNative MCP Client/Server ready · Parallel function calling · 100% Strict JSON SchemaNative MCP Client/Server ready · Parallel function calling · 100% Strict JSON Schema
Web Search Grounding & SandboxSupported via external Tavily/Exa Search & E2B/Docker Sandbox toolsNative Web Search Citations + Code Execution Tool + MCP Connectors
Official Fine-Tuning SupportAPI Prompt Engineering & RAG DistillationCustom Model Tuning via Amazon Bedrock & Prompt Distillation
Multimodal Token BillingText BPE (~4 chars/token) · Vision (~258–765 tokens per image tile)Text BPE (~4 chars/token) · Vision (~258–765 tokens per image tile)
Quantization & Min GPU VRAMCloud-Hosted Proprietary (FP8 / BF16 Tensor Core Cluster) · Zero Local VRAM Required (100% Serverless Cloud API)Cloud-Hosted Proprietary (FP8 / BF16 Tensor Core Cluster) · Zero Local VRAM Required (100% Serverless Cloud API)
Safety & Frontier ClassificationAlibaba Production Safety & Alignment VerifiedAnthropic RSP ASL-2 / ASL-3 Constitutional Safety Evaluated
Enterprise Compliance (ZDR/HIPAA/SOC2)SOC2 Type II · GDPR · Zero Data Retention (ZDR) & HIPAA BAA Available on Enterprise TierSOC2 Type II · GDPR · Zero Data Retention (ZDR) & HIPAA BAA Available on Enterprise Tier
Input Modalitiestext, visiontext, vision
Output Modalitiestexttext

Qwen-VL Plus vs Claude 3 Opus: Respostas Rápidas (FAQ)

Which is more intelligent, Qwen-VL Plus or Claude 3 Opus?

Qwen-VL Plus is more intelligent. It scores 71 compared with 44 on the composite Intelligence Index.

Which model is faster?

Qwen-VL Plus is faster, generating 105 tokens per second compared with 30 tokens per second.

Which model is cheaper to run?

Qwen-VL Plus is cheaper at $0.12 per 1M tokens blended, compared with $11.55 (7:2:1 cache:input:output ratio).

Which model has lower latency?

Qwen-VL Plus has lower latency, with a time to first token of 0.48s compared with 1.20s.

Which model has a larger context window?

Claude 3 Opus has a larger context window, supporting 200K tokens compared with 131.1K tokens.

Veredito

Tanto Qwen-VL Plus (Indicado para compreensão multimodal nativa de texto e imagem e leitura visual de documentos, arquiteturas RAG corporativas e integração escalável via API.) quanto Claude 3 Opus (Indicado para assistentes conversacionais, síntese de textos e tarefas corporativas, arquiteturas RAG corporativas e integração escalável via API.) entregam excelente desempenho: Qwen-VL Plus lidera em inteligência geral e programação, Qwen-VL Plus oferece geração mais rápida e Qwen-VL Plus apresenta o melhor custo-benefício em produção.

Perguntas Frequentes (FAQ)

Qual é melhor para programação e raciocínio, Qwen-VL Plus ou Claude 3 Opus?+

Nas avaliações de inteligência e código, Qwen-VL Plus leva vantagem. Confira os gráficos SWE-bench e GPQA acima para detalhes.

Qual modelo tem a API mais barata, Qwen-VL Plus ou Claude 3 Opus?+

O Qwen-VL Plus custa $0.21 / $0.63 por 1M de tokens (entrada/saída) e o Claude 3 Opus custa $15.00 / $75.00. No custo combinado, Qwen-VL Plus é mais econômico.

Qual modelo possui maior janela de contexto e velocidade?+

O Qwen-VL Plus suporta 131.1K tokens de contexto contra 200K tokens do Claude 3 Opus, enquanto Qwen-VL Plus entrega maior velocidade de geração.

AI Terminology & Guide
Explore Glossary →

Understand key metrics like context window, token pricing, reasoning mode, and SWE-bench scores in our comprehensive AI glossary.

Tokens & PricingContext WindowAI BenchmarksReasoning ModelsTool CallingModel Context Protocol (MCP)

Related reading

Benchmark scores, token prices, and rate limits evolve rapidly as AI labs release model updates. Always verify current specifications and pricing on the official provider documentation.

Fontes oficiais: Documentação oficial de API da Alibaba e Anthropic e benchmarks independentes (2026).