Head-to-Head Model Comparison

QwQ Plus vs Qwen Max

Benchmarks, API Token Pricing, Context Window & Speed Comparison

Revisado pela equipe de pesquisa do GetInfoUsÚltima revisão: October 2026Política editorial
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AI CompareAI BenchmarkToken PricingModel CostModel SpecsSWE-bench CodingModel VersusWhich AI ModelLLM Speed & LatencyReasoning ModelsExtended ThinkingPrompt Caching ROI
QwQ Plus vs Qwen Max: Benchmarks, Pricing & Speed Comparison

QwQ Plus da Alibaba e Qwen Max da Alibaba são dois modelos de IA de destaque. O QwQ Plus oferece uma janela de contexto de 131.1K tokens a $0.40/$1.60 por milhão de tokens, enquanto o Qwen Max oferece 32.8K tokens de contexto a $1.60/$6.40 por milhão de tokens. Veja abaixo a comparação completa de benchmarks, latência e custos.

Comparação Direta (VS)

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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%

Alibaba

Qwen Max

Modelo de Geração Clássica

O Qwen Max da Alibaba é um modelo de IA projetado para assistentes conversacionais, síntese de textos e tarefas corporativas, oferecendo janela de contexto de 33K, velocidade de 65 tokens/s, índice de inteligência de 78/100 e tarifa de $1.6

Intelligence Index78 / 100
Input Token:

$1.60 / 1M

Output Token:

$6.40 / 1M

Context Window:

32.8K tokens

SWE-bench Verified:

32.5%

Principais Diferenças em Resumo

  • QwQ Plus is 4.0x cheaper for API usage (input + output tokens combined).
  • QwQ Plus has a larger context window (131K vs 33K tokens).
  • QwQ Plus is faster at 70 tok/s vs 65 tok/s.
  • QwQ Plus leads on SWE-bench coding (45.0% vs 32.5%).
Need definitions for token pricing, context, or benchmarks?Explore AI Glossary →
FeatureQwQ PlusQwen Max
Intelligence Index
Composite reasoning & knowledge score (0-100)
8478
Provider
AlibabaAlibaba
Input Price
Cost per million input tokens
$0.40 / 1M$1.60 / 1M
Output Price
Cost per million output tokens
$1.60 / 1M$6.40 / 1M
Blended Price
Weighted 7:2:1 cache:input:output per 1M
$0.27 / 1M$1.07 / 1M
Context Window
Maximum input + output tokens
131.1K tokens~197 A4 pages of text32.8K tokens~49 A4 pages of text
Max Output Tokens
Per single request
16K8K
Throughput Speed
Tokens generated per second
70 tok/s65 tok/s
SWE-bench Verified
Real-world software engineering
45%32.5%
GPQA Diamond
Graduate-level reasoning
65.2%48%
Cached Input Price
Prompt caching discount per 1M tokens
$0.04 / 1M$0.16 / 1M

Quem vence em cada categoria?

At-a-glance decision framework
Coding
QwQ Plus
+12.5% SWE-bench lead
Cost
QwQ Plus
4.0x cheaper monthly runtime
Speed
QwQ Plus
+8% faster generation
Context
QwQ Plus
131.1K tokens window

Pontuações de Benchmarks Verificadas

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

QwQ PlusQwen Max
SWE-bench Verified (Autonomous Coding)

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

45%vs32.5%
GPQA Diamond (Doctorate-Level Science & Math)

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

65.2%vs48%
MMLU-Pro (Multi-task Language Understanding)

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

82%vs78.2%
LMSYS Chatbot Arena Elo

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

1335ptsvs1285pts
LiveCodeBench (Competitive Coding)

Contamination-free competitive programming problems collected continuously over time.

62%vsN/A
AIME (Advanced Math Competition)

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

80%vsN/A
Generation Speed (Throughput)

Tokens emitted per second during active generation streaming.

70 tok/s vs65 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
QwQ Plus0.85s
Qwen Max0.58s
Est. End-to-End Response (500 tokens)TTFT + generation time
QwQ Plus7.99s
Qwen Max8.27s

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)
QwQ Plus Monthly API Bill
$2.10 / month
$0.4/1M in · $1.6/1M out
Qwen Max Monthly API Bill
$8.40 / month
$1.6/1M in · $6.4/1M out
QwQ Plus saves approximately $6.30 / month (75%) under this workload.4.0x Savings

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

Qwen Max · Strengths & Key Advantages

  • Janela de contexto de 33K com limite máximo de saída de 8K tokens (SWE-bench Verified 32.5% · GPQA Diamond 48%)
  • Taxa de transferência rápida de 65 tokens/segundo com latência inicial (TTFT) de 580 ms
  • Economia de API competitiva ($1.6/$6.4 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.

MetricQwQ PlusQwen Max
Cost per Task
Estimated USD to finish one task
$0.12$0.18
Output Tokens / Task
Tokens generated per task
24K18K
Reasoning Tokens / Task
Thinking tokens burned per task
14K6K

Especificações Técnicas

Architecture, release timeline, capabilities, and modalities.

FeatureQwQ PlusQwen Max
Official API Model ID (SDK)qwq-plus-instructqwen-max-instruct
API ProtocolAlibaba REST API (OpenAI-Compatible)Alibaba REST API (OpenAI-Compatible)
Release Date2025-032024-04
Knowledge CutoffJanuary 2025September 2023
ArchitectureDeep Reasoning Chain-of-Thought TransformerDense Autoregressive Transformer with Multi-Head Attention
Parameters32B (Distilled Reasoning Engine)Confidential
Enterprise Rate Limits (RPM / TPM)5,000 – 15,000 RPM (Production Tier) · 800,000 – 2,000,000 TPM5,000 – 15,000 RPM (Production Tier) · 800,000 – 2,000,000 TPM
Long-Context Tier (>128K/200K)Flat rate ($0.4/1M in) across full 131K windowFlat rate ($1.6/1M in) across full 33K window
Prompt Cache Policy & TTLCached input at $0.04/1M tokensCached input at $0.16/1M tokens
Computer Use / GUI AgentAPI / CLI Tool-Use & DOM Agent ready (no raw pixel desktop click loop)API / CLI Tool-Use & DOM Agent ready (no raw pixel desktop click loop)
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 toolsSupported via external Tavily/Exa Search & E2B/Docker Sandbox tools
Official Fine-Tuning SupportAPI Prompt Engineering & RAG DistillationAPI Prompt Engineering & RAG Distillation
Multimodal Token BillingText BPE (~4 chars/token)Text BPE (~4 chars/token)
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 VerifiedAlibaba Production Safety & Alignment Verified
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 Modalitiestexttext
Output Modalitiestexttext

QwQ Plus vs Qwen Max: Respostas Rápidas (FAQ)

Which is more intelligent, QwQ Plus or Qwen Max?

QwQ Plus is more intelligent. It scores 84 compared with 78 on the composite Intelligence Index.

Which model is faster?

QwQ Plus is faster, generating 70 tokens per second compared with 65 tokens per second.

Which model is cheaper to run?

QwQ Plus is cheaper at $0.27 per 1M tokens blended, compared with $1.07 (7:2:1 cache:input:output ratio).

Which model has lower latency?

Qwen Max has lower latency, with a time to first token of 0.58s compared with 0.85s.

Which model has a larger context window?

QwQ Plus has a larger context window, supporting 131.1K tokens compared with 32.8K tokens.

Veredito

Tanto QwQ Plus (Indicado para raciocínio lógico profundo, matemática avançada e análise científica passo a passo, arquiteturas RAG corporativas e integração escalável via API.) quanto Qwen Max (Indicado para assistentes conversacionais, síntese de textos e tarefas corporativas, arquiteturas RAG corporativas e integração escalável via API.) entregam excelente desempenho: QwQ Plus lidera em inteligência geral e programação, QwQ 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, QwQ Plus ou Qwen Max?+

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, QwQ Plus ou Qwen Max?+

O QwQ Plus custa $0.40 / $1.60 por 1M de tokens (entrada/saída) e o Qwen Max custa $1.60 / $6.40. No custo combinado, QwQ Plus é mais econômico.

Qual modelo possui maior janela de contexto e velocidade?+

O QwQ Plus suporta 131.1K tokens de contexto contra 32.8K tokens do Qwen Max, enquanto QwQ 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.

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 Alibaba e benchmarks independentes (2026).