Head-to-Head Model Comparison

Qwen3-VL Plus vs QwQ Plus

Benchmarks, API Token Pricing, Context Window & Speed Comparison

Revisado pela equipe de pesquisa do GetInfoUsÚltima revisão: October 2026Política editorial

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Select any AI models from our verified benchmark database to generate live side-by-side matrices.

Qwen3-VL PlusProfile

QwQ PlusProfile

Multi-Model Arena Stack:

5-Model Matrix Workbench

Popular Matchups:

Alibaba

Qwen3-VL Plus

IA Multimodal Nativa

O Qwen3-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 262K, velocidade de 80 tokens/s, índice de inteligência de 82/100 e

Intelligence Index82 / 100

Input Token:

$0.50 / 1M

Output Token:

$2.00 / 1M

Context Window:

262.1K tokens

SWE-bench Verified:

N/A

Alibaba

QwQ Plus

Motor de Raciocínio Profundo

O QwQ Plus da Alibaba é um modelo de IA projetado para raciocínio lógico profundo, matemática avançada e análise científica passo a passo, oferecendo janela de contexto de 131K, velocidade de 70 tokens/s, índice de inteligência de 84/100 e

Intelligence Index84 / 100

Input Token:

$0.40 / 1M

Output Token:

$1.60 / 1M

Context Window:

131.1K tokens

SWE-bench Verified:

45%

Principais Diferenças em Resumo

QwQ Plus is 1.2x cheaper for API usage (input + output tokens combined).
Qwen3-VL Plus has a larger context window (262K vs 131K tokens).
Qwen3-VL Plus is faster at 80 tok/s vs 70 tok/s.

Need definitions for token pricing, context, or benchmarks?Explore AI Glossary →

Feature	Qwen3-VL Plus	QwQ Plus
Intelligence Index Composite reasoning & knowledge score (0-100)	82	84
Provider	Alibaba	Alibaba
Input Price Cost per million input tokens	$0.50 / 1M	$0.40 / 1M
Output Price Cost per million output tokens	$2.00 / 1M	$1.60 / 1M
Blended Price Weighted 7:2:1 cache:input:output per 1M	$0.34 / 1M	$0.27 / 1M
Context Window Maximum input + output tokens	262.1K tokens~393 A4 pages of text	131.1K tokens~197 A4 pages of text
Max Output Tokens Per single request	16K	16K
Throughput Speed Tokens generated per second	80 tok/s	70 tok/s
SWE-bench Verified Real-world software engineering	N/A	45%
GPQA Diamond Graduate-level reasoning	64%	65.2%
Cached Input Price Prompt caching discount per 1M tokens	$0.05 / 1M	$0.04 / 1M

Quem vence em cada categoria?

At-a-glance decision framework

Coding

Evaluations ongoing

Cost

QwQ Plus

1.2x cheaper monthly runtime

Speed

Qwen3-VL Plus

+14% faster generation

Context

Qwen3-VL Plus

262.1K tokens window

Pontuações de Benchmarks Verificadas

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

Qwen3-VL PlusQwQ Plus

SWE-bench Verified (Autonomous Coding)

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

N/Avs45%

GPQA Diamond (Doctorate-Level Science & Math)

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

64%vs65.2%

MMLU-Pro (Multi-task Language Understanding)

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

81%vs82%

LMSYS Chatbot Arena Elo

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

1345ptsvs1335pts

LiveCodeBench (Competitive Coding)

Contamination-free competitive programming problems collected continuously over time.

N/Avs62%

AIME (Advanced Math Competition)

American Invitational Mathematics Examination — multi-step Olympiad-level reasoning.

N/Avs80%

Generation Speed (Throughput)

Tokens emitted per second during active generation streaming.

80 tok/s vs70 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

Qwen3-VL Plus0.56s

QwQ Plus0.85s

Est. End-to-End Response (500 tokens)TTFT + generation time

Qwen3-VL Plus6.81s

QwQ Plus7.99s

Simulador Interativo de Custo de Tokens

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

Daily Input Tokens100K / day

10K500K1M

Daily Output Tokens30K / day

5K150K300K

Prompt Cache Hit Ratio50% cached

0% (Cold)50%90% (Warm)

Qwen3-VL Plus Monthly API Bill

$2.63 / month

$0.5/1M in · $2/1M out

QwQ Plus Monthly API Bill

$2.10 / month

$0.4/1M in · $1.6/1M out

QwQ Plus saves approximately $0.52 / month (20%) under this workload.1.2x Savings

Qwen3-VL Plus · Strengths & Key Advantages

Janela de contexto de 262K com limite máximo de saída de 16K tokens (GPQA Diamond 64% · MMLU-Pro 81%)
Taxa de transferência rápida de 80 tokens/segundo com latência inicial (TTFT) de 560 ms
Economia de API competitiva ($0.5/$2 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

QwQ Plus · Strengths & Key Advantages

Janela de contexto de 131K com limite máximo de saída de 16K tokens (SWE-bench Verified 45% · GPQA Diamond 65.2%)
Taxa de transferência rápida de 70 tokens/segundo com latência inicial (TTFT) de 850 ms
Economia de API competitiva ($0.4/$1.6 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

Token Use & Task Economics

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

Metric	Qwen3-VL Plus	QwQ Plus
Cost per Task Estimated USD to finish one task	$0.16	$0.12
Output Tokens / Task Tokens generated per task	20K	24K
Reasoning Tokens / Task Thinking tokens burned per task	6K	14K

Especificações Técnicas

Architecture, release timeline, capabilities, and modalities.

Feature	Qwen3-VL Plus	QwQ Plus
Official API Model ID (SDK)	qwen3-vl-plus-instruct	qwq-plus-instruct
API Protocol	Alibaba REST API (OpenAI-Compatible)	Alibaba REST API (OpenAI-Compatible)
Release Date	2025-09	2025-03
Knowledge Cutoff	July 2025	January 2025
Architecture	Multimodal Vision-Language Frontier Transformer	Deep Reasoning Chain-of-Thought Transformer
Parameters	Confidential	32B (Distilled Reasoning Engine)
Enterprise Rate Limits (RPM / TPM)	5,000 – 15,000 RPM (Production Tier) · 800,000 – 2,000,000 TPM	5,000 – 15,000 RPM (Production Tier) · 800,000 – 2,000,000 TPM
Long-Context Tier (>128K/200K)	Flat rate ($0.5/1M in) across full 262K window	Flat rate ($0.4/1M in) across full 131K window
Prompt Cache Policy & TTL	Cached input at $0.05/1M tokens	Cached input at $0.04/1M tokens
Computer Use / GUI Agent	Supported (Screen coordinate grounding, browser & desktop GUI action loops)	API / CLI Tool-Use & DOM Agent ready (no raw pixel desktop click loop)
MCP & Parallel Tool Calling	Native MCP Client/Server ready · Parallel function calling · 100% Strict JSON Schema	Native MCP Client/Server ready · Parallel function calling · 100% Strict JSON Schema
Web Search Grounding & Sandbox	Supported via external Tavily/Exa Search & E2B/Docker Sandbox tools	Supported via external Tavily/Exa Search & E2B/Docker Sandbox tools
Official Fine-Tuning Support	API Prompt Engineering & RAG Distillation	API Prompt Engineering & RAG Distillation
Multimodal Token Billing	Text BPE (~4 chars/token) · Vision (~258–765 tokens per image tile)	Text BPE (~4 chars/token)
Quantization & Min GPU VRAM	Cloud-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 Classification	Alibaba Production Safety & Alignment Verified	Alibaba Production Safety & Alignment Verified
Enterprise Compliance (ZDR/HIPAA/SOC2)	SOC2 Type II · GDPR · Zero Data Retention (ZDR) & HIPAA BAA Available on Enterprise Tier	SOC2 Type II · GDPR · Zero Data Retention (ZDR) & HIPAA BAA Available on Enterprise Tier
Input Modalities	text, vision	text
Output Modalities	text	text

Qwen3-VL Plus vs QwQ Plus: Respostas Rápidas (FAQ)

Which is more intelligent, Qwen3-VL Plus or QwQ Plus?

QwQ Plus is more intelligent. It scores 84 compared with 82 on the composite Intelligence Index.

Which model is faster?

Qwen3-VL Plus is faster, generating 80 tokens per second compared with 70 tokens per second.

Which model is cheaper to run?

QwQ Plus is cheaper at $0.27 per 1M tokens blended, compared with $0.34 (7:2:1 cache:input:output ratio).

Which model has lower latency?

Qwen3-VL Plus has lower latency, with a time to first token of 0.56s compared with 0.85s.

Which model has a larger context window?

Qwen3-VL Plus has a larger context window, supporting 262.1K tokens compared with 131.1K tokens.

Veredito

Tanto Qwen3-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 QwQ Plus (Indicado para raciocínio lógico profundo, matemática avançada e análise científica passo a passo, arquiteturas RAG corporativas e integração escalável via API.) entregam excelente desempenho: QwQ Plus lidera em inteligência geral e programação, Qwen3-VL Plus oferece geração mais rápida e QwQ Plus apresenta o melhor custo-benefício em produção.

Perguntas Frequentes (FAQ)

Qual é melhor para programação e raciocínio, Qwen3-VL Plus ou QwQ Plus?+

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

Qual modelo tem a API mais barata, Qwen3-VL Plus ou QwQ Plus?+

O Qwen3-VL Plus custa $0.50 / $2.00 por 1M de tokens (entrada/saída) e o QwQ Plus custa $0.40 / $1.60. No custo combinado, QwQ Plus é mais econômico.

Qual modelo possui maior janela de contexto e velocidade?+

O Qwen3-VL Plus suporta 262.1K tokens de contexto contra 131.1K tokens do QwQ Plus, enquanto Qwen3-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 & Pricing Context Window AI Benchmarks Reasoning Models Tool Calling Model Context Protocol (MCP)

Qwen3-VL Plus vs QwQ Plus

Troque e Compare Qualquer Modelo

Qwen3-VL Plus

QwQ Plus

Quem vence em cada categoria?

Pontuações de Benchmarks Verificadas

Latência e Tempo de Resposta

Simulador Interativo de Custo de Tokens

Qwen3-VL Plus · Strengths & Key Advantages

Considerations & Trade-offs

QwQ Plus · Strengths & Key Advantages

Considerations & Trade-offs

Token Use & Task Economics

Especificações Técnicas

Qwen3-VL Plus vs QwQ Plus: Respostas Rápidas (FAQ)

Veredito

Perguntas Frequentes (FAQ)

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