Head-to-Head Model Comparison

Hunyuan TurboS vs Qwen Turbo

Benchmarks, API Token Pricing, Context Window & Speed Comparison

Verificato dal team di ricerca di GetInfoUsUltima verifica: October 2026Politica editoriale

Cambia e Confronta Qualsiasi Modello

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Hunyuan TurboSProfile

Qwen TurboProfile

Multi-Model Arena Stack:

5-Model Matrix Workbench

Popular Matchups:

Tencent

Hunyuan TurboS

Inferenza Ultra-Rapida

Hunyuan TurboS di Tencent è un modello di IA progettato per le interazioni in tempo reale a bassissima latenza e il routing ad alto volume, con finestra di contesto da 33K, velocità di 160 token/s, indice di intelligenza di 70/100 e tariffa

Intelligence Index70 / 100

Input Token:

$0.06 / 1M

Output Token:

$0.24 / 1M

Context Window:

32.8K tokens

SWE-bench Verified:

N/A

Alibaba

Qwen Turbo

Inferenza Ultra-Rapida

Qwen Turbo di Alibaba è un modello di IA progettato per le interazioni in tempo reale a bassissima latenza e il routing ad alto volume, con finestra di contesto da 1M, velocità di 160 token/s, indice di intelligenza di 68/100 e tariffa di $

Intelligence Index68 / 100

Input Token:

$0.05 / 1M

Output Token:

$0.20 / 1M

Context Window:

1M tokens

SWE-bench Verified:

N/A

Differenze Chiave a Colpo d’Occhio

Qwen Turbo is 1.2x cheaper for API usage (input + output tokens combined).
Qwen Turbo has a larger context window (1M vs 33K tokens).
Qwen Turbo is faster at 160 tok/s vs 160 tok/s.

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

Feature	Hunyuan TurboS	Qwen Turbo
Intelligence Index Composite reasoning & knowledge score (0-100)	70	68
Provider	Tencent	Alibaba
Input Price Cost per million input tokens	$0.06 / 1M	$0.05 / 1M
Output Price Cost per million output tokens	$0.24 / 1M	$0.20 / 1M
Blended Price Weighted 7:2:1 cache:input:output per 1M	$0.04 / 1M	$0.03 / 1M
Context Window Maximum input + output tokens	32.8K tokens~49 A4 pages of text	1M tokens~1,500 A4 pages of text
Max Output Tokens Per single request	4K	8K
Throughput Speed Tokens generated per second	160 tok/s	160 tok/s
SWE-bench Verified Real-world software engineering	N/A	N/A
Cached Input Price Prompt caching discount per 1M tokens	$0.01 / 1M	$0.01 / 1M

Chi vince in ogni categoria?

At-a-glance decision framework

Coding

Evaluations ongoing

Cost

Qwen Turbo

1.2x cheaper monthly runtime

Speed

Qwen Turbo

+0% faster generation

Context

Qwen Turbo

1M tokens window

Punteggi Benchmark Verificati

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

Hunyuan TurboSQwen Turbo

MMLU-Pro (Multi-task Language Understanding)

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

67%vs65%

LMSYS Chatbot Arena Elo

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

1225ptsvs1210pts

Generation Speed (Throughput)

Tokens emitted per second during active generation streaming.

160 tok/s vs160 tok/s

Latenza e Tempo di Risposta

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

Hunyuan TurboS0.25s

Qwen Turbo0.29s

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

Hunyuan TurboS3.38s

Qwen Turbo3.42s

Simulatore Interattivo dei Costi Token

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)

Hunyuan TurboS Monthly API Bill

$0.32 / month

$0.06/1M in · $0.24/1M out

Qwen Turbo Monthly API Bill

$0.26 / month

$0.05/1M in · $0.2/1M out

Qwen Turbo saves approximately $0.05 / month (17%) under this workload.1.2x Savings

Hunyuan TurboS · Strengths & Key Advantages

Finestra di contesto da 33K con capacità massima di output fino a 4K token (MMLU-Pro 67% · Arena Elo 1225)
Throughput elevato di 160 token/secondo con latenza al primo token (TTFT) di soli 250 ms
Economia API competitiva ($0.06/$0.24 per 1M di token) con supporto per prompt caching, tool calling e output JSON strutturati

Considerations & Trade-offs

Modello cloud proprietario chiuso; non consente il download locale dei pesi per l’esecuzione offline
Nelle dimostrazioni scientifiche più estreme, i modelli di ragionamento pesante dedicati offrono maggiore profondità

Qwen Turbo · Strengths & Key Advantages

Finestra di contesto da 1M con capacità massima di output fino a 8K token (MMLU-Pro 65% · Arena Elo 1210)
Throughput elevato di 160 token/secondo con latenza al primo token (TTFT) di soli 290 ms
Economia API competitiva ($0.05/$0.2 per 1M di token) con supporto per prompt caching, tool calling e output JSON strutturati

Considerations & Trade-offs

Modello cloud proprietario chiuso; non consente il download locale dei pesi per l’esecuzione offline
Nelle dimostrazioni scientifiche più estreme, i modelli di ragionamento pesante dedicati offrono maggiore profondità

Token Use & Task Economics

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

Metric	Hunyuan TurboS	Qwen Turbo
Cost per Task Estimated USD to finish one task	$0.01	$0.01
Output Tokens / Task Tokens generated per task	8K	12K
Reasoning Tokens / Task Thinking tokens burned per task	0K	0K

Specifiche Tecniche

Architecture, release timeline, capabilities, and modalities.

Feature	Hunyuan TurboS	Qwen Turbo
Official API Model ID (SDK)	hunyuan-turbos	qwen-turbo-instruct
API Protocol	Tencent REST API (OpenAI-Compatible)	Alibaba REST API (OpenAI-Compatible)
Release Date	2025-03	2024-11
Knowledge Cutoff	January 2025	September 2024
Architecture	Lightweight Fast-Inference Transformer	Distilled High-Throughput Transformer
Parameters	Confidential	Confidential
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) · 4,000,000 – 10,000,000 TPM
Long-Context Tier (>128K/200K)	Flat rate ($0.06/1M in) across full 33K window	Flat rate ($0.05/1M in) across full 1000K window
Prompt Cache Policy & TTL	Cached input at $0.006/1M tokens	Cached input at $0.005/1M tokens
Computer Use / GUI Agent	API / 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 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)	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	Tencent 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	text
Output Modalities	text	text

Hunyuan TurboS vs Qwen Turbo: Risposte Rapide (FAQ)

Which is more intelligent, Hunyuan TurboS or Qwen Turbo?

Hunyuan TurboS is more intelligent. It scores 70 compared with 68 on the composite Intelligence Index.

Which model has lower latency?

Hunyuan TurboS has lower latency, with a time to first token of 0.25s compared with 0.29s.

Which model has a larger context window?

Qwen Turbo has a larger context window, supporting 1M tokens compared with 32.8K tokens.

Verdetto

Sia Hunyuan TurboS (Ideale per le interazioni in tempo reale a bassissima latenza e il routing ad alto volume, sistemi RAG aziendali e integrazioni API scalabili.) sia Qwen Turbo (Ideale per le interazioni in tempo reale a bassissima latenza e il routing ad alto volume, sistemi RAG aziendali e integrazioni API scalabili.) eccellono in produzione: Hunyuan TurboS guida nei benchmark di ragionamento e programmazione, Hunyuan TurboS garantisce una generazione più rapida e Qwen Turbo offre il miglior rapporto qualità-prezzo per carichi API elevati.

Domande Frequenti (FAQ)

Quale modello è migliore per coding e ragionamento, Hunyuan TurboS o Qwen Turbo?+

Nell’indice di intelligenza composito e nei benchmark di programmazione prevale Hunyuan TurboS. Consulta i punteggi SWE-bench e GPQA qui sopra per tutti i dettagli.

Qual è la differenza di prezzo API tra Hunyuan TurboS e Qwen Turbo?+

Hunyuan TurboS costa $0.06 / $0.24 per milione di token di input/output, mentre Qwen Turbo costa $0.05 / $0.20. Nel costo combinato, Qwen Turbo risulta più economico.

Quale modello ha la finestra di contesto più ampia e la velocità maggiore?+

Hunyuan TurboS supporta 32.8K token di contesto contro 1M token di Qwen Turbo, mentre Hunyuan TurboS offre una velocità di generazione superiore.

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)

Hunyuan TurboS vs Qwen Turbo

Cambia e Confronta Qualsiasi Modello

Hunyuan TurboS

Qwen Turbo

Chi vince in ogni categoria?

Punteggi Benchmark Verificati

Latenza e Tempo di Risposta

Simulatore Interattivo dei Costi Token

Hunyuan TurboS · Strengths & Key Advantages

Considerations & Trade-offs

Qwen Turbo · Strengths & Key Advantages

Considerations & Trade-offs

Token Use & Task Economics

Specifiche Tecniche

Hunyuan TurboS vs Qwen Turbo: Risposte Rapide (FAQ)

Verdetto

Domande Frequenti (FAQ)

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