Doubao Pro vs Qwen3.6 Plus
Benchmarks, API Token Pricing, Context Window & Speed Comparison
Related topics (12)
Doubao Pro by ByteDance and Qwen3.6 Plus by Alibaba represent two of the frontier AI models analyzed in our comprehensive 2026 AI benchmark and LLM comparison. In this head-to-head evaluation, we examine API token pricing, context window specifications, inference speed (tokens per second), and empirical reasoning performance. From a pure economic perspective, Qwen3.6 Plus holds a notable pricing advantage for token ingestion. On output generation, Qwen3.6 Plus is more economical per million generated tokens. In data-heavy architectures requiring extensive repository or document analysis, Qwen3.6 Plus provides an expanded memory horizon with 1,000K tokens. In latency-sensitive production environments, Qwen3.6 Plus leads in tokens-per-second throughput, making it ideal for real-time conversational agents and high-concurrency workflows. Below is the complete empirical head-to-head breakdown across cost, speed, context, and capability matrices.
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Doubao Pro
Модель глубокого рассужденияDoubao Pro от ByteDance — передовая модель искусственного интеллекта с контекстным окном 256K токенов и стоимостью API $0.8/1M входящих и $3.2/1M исходящих токенов для программирования, аналитики и автоматизации.
$0.80 / 1M
$3.20 / 1M
256K tokens
58%
Qwen3.6 Plus
Модель глубокого рассужденияQwen3.6 Plus от Alibaba — передовая модель искусственного интеллекта с контекстным окном 1M токенов и стоимостью API $0.7/1M входящих и $2.8/1M исходящих токенов для программирования, аналитики и автоматизации.
$0.70 / 1M
$2.80 / 1M
1M tokens
66.5%
Ключевые отличия кратко
- Qwen3.6 Plus is 1.1x cheaper for API usage (input + output tokens combined).
- Qwen3.6 Plus has a larger context window (1M vs 256K tokens).
- Qwen3.6 Plus is faster at 90 tok/s vs 85 tok/s.
- Qwen3.6 Plus leads on SWE-bench coding (66.5% vs 58.0%).
| Feature | Doubao Pro | Qwen3.6 Plus |
|---|---|---|
Intelligence Index Composite reasoning & knowledge score (0-100) | 88 | 88 |
Provider | ByteDance | Alibaba |
Input Price Cost per million input tokens | $0.80 / 1M | $0.70 / 1M |
Output Price Cost per million output tokens | $3.20 / 1M | $2.80 / 1M |
Blended Price Weighted 7:2:1 cache:input:output per 1M | $0.54 / 1M | $0.47 / 1M |
Context Window Maximum input + output tokens | 256K tokens~384 A4 pages of text | 1M tokens~1,500 A4 pages of text |
Max Output Tokens Per single request | 16K | 16K |
Throughput Speed Tokens generated per second | 85 tok/s | 90 tok/s |
SWE-bench Verified Real-world software engineering | 58% | 66.5% |
GPQA Diamond Graduate-level reasoning | 71.5% | 73.8% |
Cached Input Price Prompt caching discount per 1M tokens | $0.08 / 1M | $0.07 / 1M |
Кто лидирует в каждой категории?
At-a-glance decision frameworkРезультаты проверенных бенчмарков
Official evaluation metrics verified by independent third-party research labs.
Industry benchmark evaluating real-world GitHub issue resolution and multi-file debugging.
Challenging questions created by domain experts to test complex PhD-level reasoning.
Hardened reasoning and academic knowledge benchmark with reduced lucky-guess probability.
Crowdsourced human preference evaluation based on blind, head-to-head model battles.
Tokens emitted per second during active generation streaming.
Задержка и скорость ответа
Time to first token (TTFT) and estimated end-to-end response time for a typical 500-token response.
Интерактивный калькулятор стоимости токенов
Adjust sliders to calculate projected monthly cloud API spending with prompt caching discounts.
Doubao Pro · Strengths & Key Advantages
- Современная архитектура Advanced Creative Omnimodal MoE Transformer от ByteDance с поддержкой до 256K токенов контекста
- Оптимальная стоимость использования ($0.8/1M вход, $3.2/1M выход) и высокая скорость генерации
- Высокие результаты в задачах написания кода, логического мышления и многоязычной обработки
Considerations & Trade-offs
- При работе с максимальным контекстом требуется контроль расхода токенов
- Для узкоспециализированных задач рекомендуется точная настройка системных промптов
Qwen3.6 Plus · Strengths & Key Advantages
- Современная архитектура High-Throughput Multimodal Foundation Transformer от Alibaba с поддержкой до 1M токенов контекста
- Оптимальная стоимость использования ($0.7/1M вход, $2.8/1M выход) и высокая скорость генерации
- Высокие результаты в задачах написания кода, логического мышления и многоязычной обработки
Considerations & Trade-offs
- При работе с максимальным контекстом требуется контроль расхода токенов
- Для узкоспециализированных задач рекомендуется точная настройка системных промптов
Token Use & Task Economics
Estimated cost and token consumption to complete one representative agentic task.
| Metric | Doubao Pro | Qwen3.6 Plus |
|---|---|---|
Cost per Task Estimated USD to finish one task | $0.25 | $0.21 |
Output Tokens / Task Tokens generated per task | 24K | 25K |
Reasoning Tokens / Task Thinking tokens burned per task | 8K | 9K |
Технические характеристики
Architecture, release timeline, capabilities, and modalities.
| Feature | Doubao Pro | Qwen3.6 Plus |
|---|---|---|
| Official API Model ID (SDK) | doubao-pro | qwen3-6-plus-instruct |
| API Protocol | ByteDance REST API (OpenAI-Compatible) | Alibaba REST API (OpenAI-Compatible) |
| Release Date | 2026-04 | 2026-04 |
| Knowledge Cutoff | February 2026 | February 2026 |
| Architecture | Advanced Creative Omnimodal MoE Transformer | High-Throughput Multimodal Foundation Transformer |
| Parameters | 300B (MoE) | 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 ($0.8/1M in) across full 256K window | Flat rate ($0.7/1M in) across full 1000K window |
| Prompt Cache Policy & TTL | Cached input at $0.08/1M tokens | Cached input at $0.07/1M tokens |
| Computer Use / GUI Agent | Supported (Screen coordinate grounding, browser & desktop GUI action loops) | Supported (Screen coordinate grounding, browser & desktop GUI action loops) |
| 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) · Audio (~25–32 tokens/sec) · Video (~258–300 tokens/sec) | Text BPE (~4 chars/token) · Vision (~258–765 tokens per image tile) |
| 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 | ByteDance 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, audio, video | text, vision |
| Output Modalities | text | text |
Doubao Pro vs Qwen3.6 Plus: Быстрые ответы (FAQ)
Which model is faster?
Qwen3.6 Plus is faster, generating 90 tokens per second compared with 85 tokens per second.
Which model is cheaper to run?
Qwen3.6 Plus is cheaper at $0.47 per 1M tokens blended, compared with $0.54 (7:2:1 cache:input:output ratio).
Which model has a larger context window?
Qwen3.6 Plus has a larger context window, supporting 1M tokens compared with 256K tokens.
Вердикт
Verdict & Model Selection Recommendation: Choose Doubao Pro if your priority is Digital content creation, automated advertising campaigns, video scriptwriting, and social media production. Its performance in demanding tasks justifies its operational token cost. Choose Qwen3.6 Plus if your workflow prioritizes Autonomous browser agents, enterprise document synthesis, and automated software QA. For large-scale batch processing or customer-facing conversational interfaces, its balance of speed and economics delivers superior ROI.
Часто задаваемые вопросы (FAQ)
How does Doubao Pro compare to Qwen3.6 Plus in API token pricing and cost per token?+
Doubao Pro costs $0.80 per 1M input tokens and $3.20 per 1M output tokens, whereas Qwen3.6 Plus costs $0.70 input and $2.80 output. Overall, Qwen3.6 Plus is the more cost-effective model for high-volume API pipelines. Both models support prompt caching discounts of up to 90% for repeated prompt prefixes.
Which model has a larger context window: Doubao Pro or Qwen3.6 Plus?+
Doubao Pro supports a context window of 256K tokens (~192k words), while Qwen3.6 Plus supports 1,000K tokens (~750k words). Therefore, Qwen3.6 Plus can process more textual data and document context in a single prompt.
Which AI model is better for software engineering and coding: Doubao Pro or Qwen3.6 Plus?+
Doubao Pro scores 58% on SWE-bench Verified while Qwen3.6 Plus scores 66.5%. For autonomous software engineering and multi-file debugging, Qwen3.6 Plus holds the verified benchmark lead.
What is the difference in reasoning capability and extended thinking between Doubao Pro and Qwen3.6 Plus?+
Doubao Pro features native chain-of-thought extended thinking mode with configurable reasoning effort. In contrast, Qwen3.6 Plus provides chain-of-thought reasoning depth for complex math and science.
How does inference speed (tokens per second) compare between Doubao Pro and Qwen3.6 Plus?+
Doubao Pro generates approximately 85 tokens per second, while Qwen3.6 Plus delivers 90 tokens per second. In latency-sensitive production environments, Qwen3.6 Plus provides faster time-to-first-token (TTFT) and higher streaming response velocity.
Can you implement a tiered LLM routing setup combining Doubao Pro and Qwen3.6 Plus to optimize costs?+
Yes! High-efficiency architectures route high-frequency routine classification and conversational tasks to Qwen3.6 Plus to save operational costs, and dynamically escalate complex architectural queries or reasoning tasks to Doubao Pro. This tiered routing pattern cuts overall API bills by up to 70%.
Understand key metrics like context window, token pricing, reasoning mode, and SWE-bench scores in our comprehensive AI glossary.
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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.
Официальные источники: GetInfoUs Independent AI Benchmarks & Official API Specs