Doubao Pro vs Doubao Global
Benchmarks, API Token Pricing, Context Window & Speed Comparison
Related topics (12)
Doubao Pro by ByteDance and Doubao Global by ByteDance 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, Doubao Global holds a notable pricing advantage for token ingestion. On output generation, Doubao Global is more economical per million generated tokens. In data-heavy architectures requiring extensive repository or document analysis, both models provide an identical memory horizon with 256K tokens. In latency-sensitive production environments, Doubao Global 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
深度推理模型ByteDance 推出的 Doubao Pro 人工智能模型，具备 256K 上下文窗口，输入价格为 $0.8/百万 Token，输出价格为 $3.2/百万 Token，专为高质量生产环境、推理与自动化工作流打造。
$0.80 / 1M
$3.20 / 1M
256K tokens
58%
Doubao Global
深度推理模型ByteDance 推出的 Doubao Global 人工智能模型，具备 256K 上下文窗口，输入价格为 $0.15/百万 Token，输出价格为 $0.45/百万 Token，专为高质量生产环境、推理与自动化工作流打造。
$0.15 / 1M
$0.45 / 1M
256K tokens
N/A
核心差异一览
- Doubao Global is 6.4x cheaper for API usage (input + output tokens combined).
- Doubao Global is faster at 110 tok/s vs 85 tok/s.
| Feature | Doubao Pro | Doubao Global |
|---|---|---|
Intelligence Index Composite reasoning & knowledge score (0-100) | 88 | 83 |
Provider | ByteDance | ByteDance |
Input Price Cost per million input tokens | $0.80 / 1M | $0.15 / 1M |
Output Price Cost per million output tokens | $3.20 / 1M | $0.45 / 1M |
Blended Price Weighted 7:2:1 cache:input:output per 1M | $0.54 / 1M | $0.09 / 1M |
Context Window Maximum input + output tokens | 256K tokens~384 A4 pages of text | 256K tokens~384 A4 pages of text |
Max Output Tokens Per single request | 16K | 8K |
Throughput Speed Tokens generated per second | 85 tok/s | 110 tok/s |
SWE-bench Verified Real-world software engineering | 58% | N/A |
GPQA Diamond Graduate-level reasoning | 71.5% | 65% |
Cached Input Price Prompt caching discount per 1M tokens | $0.08 / 1M | $0.01 / 1M |
各项指标谁更胜一筹？
At-a-glance decision frameworkEvaluations ongoing
权威基准测试得分对比
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.
延迟与响应速度
Time to first token (TTFT) and estimated end-to-end response time for a typical 500-token response.
实时 Token 成本模拟器
Adjust sliders to calculate projected monthly cloud API spending with prompt caching discounts.
Doubao Pro · Strengths & Key Advantages
- 由 ByteDance 研发的高精度 Advanced Creative Omnimodal MoE Transformer 架构，支持 256K 上下文窗口
- 极具竞争力的 API 定价（输入 $0.8/1M，输出 $3.2/1M），支持高速推理与工具调用
- 在代码生成、逻辑推理与多语言处理基准测试中表现出色
Considerations & Trade-offs
- 超长上下文请求需要规划 Token 成本与并发配额
- 针对特定垂直领域任务建议结合系统提示词与检索增强（RAG）以获得最佳效果
Doubao Global · Strengths & Key Advantages
- 由 ByteDance 研发的高精度 Globally Optimized Multimodal Transformer 架构，支持 256K 上下文窗口
- 极具竞争力的 API 定价（输入 $0.15/1M，输出 $0.45/1M），支持高速推理与工具调用
- 在代码生成、逻辑推理与多语言处理基准测试中表现出色
Considerations & Trade-offs
- 超长上下文请求需要规划 Token 成本与并发配额
- 针对特定垂直领域任务建议结合系统提示词与检索增强（RAG）以获得最佳效果
Token Use & Task Economics
Estimated cost and token consumption to complete one representative agentic task.
| Metric | Doubao Pro | Doubao Global |
|---|---|---|
Cost per Task Estimated USD to finish one task | $0.25 | $0.07 |
Output Tokens / Task Tokens generated per task | 24K | 18K |
Reasoning Tokens / Task Thinking tokens burned per task | 8K | 4K |
技术规格参数
Architecture, release timeline, capabilities, and modalities.
| Feature | Doubao Pro | Doubao Global |
|---|---|---|
| Official API Model ID (SDK) | doubao-pro | doubao-global |
| API Protocol | ByteDance REST API (OpenAI-Compatible) | ByteDance REST API (OpenAI-Compatible) |
| Release Date | 2026-04 | 2026-04 |
| Knowledge Cutoff | February 2026 | February 2026 |
| Architecture | Advanced Creative Omnimodal MoE Transformer | Globally Optimized Multimodal 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) · 800,000 – 2,000,000 TPM |
| Long-Context Tier (>128K/200K) | Flat rate ($0.8/1M in) across full 256K window | Flat rate ($0.15/1M in) across full 256K window |
| Prompt Cache Policy & TTL | Cached input at $0.08/1M tokens | Cached input at $0.015/1M 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 | ByteDance 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 Doubao Global: 常见问题解答 (FAQ)
Which is more intelligent, Doubao Pro or Doubao Global?
Doubao Pro is more intelligent. It scores 88 compared with 83 on the composite Intelligence Index.
Which model is faster?
Doubao Global is faster, generating 110 tokens per second compared with 85 tokens per second.
Which model is cheaper to run?
Doubao Global is cheaper at $0.09 per 1M tokens blended, compared with $0.54 (7:2:1 cache:input:output ratio).
Which model has lower latency?
Doubao Global has lower latency, with a time to first token of 0.36s compared with 0.46s.
综合结论
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 Doubao Global if your workflow prioritizes Cross-border e-commerce, international customer support, and multilingual document extraction. For large-scale batch processing or customer-facing conversational interfaces, its balance of speed and economics delivers superior ROI.
常见问题 (FAQ)
How does Doubao Pro compare to Doubao Global 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 Doubao Global costs $0.15 input and $0.45 output. Overall, Doubao Global 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 Doubao Global?+
Both Doubao Pro and Doubao Global offer an identical context window of 256K tokens (~192k words). Both architectures provide equal capacity for large document ingestion, multi-file codebases, and extended multi-turn conversation histories.
Which AI model is better for software engineering and coding: Doubao Pro or Doubao Global?+
Doubao Pro scores 58% on SWE-bench Verified, while Doubao Global scores competitively for software generation. For complex autonomous debugging and agentic engineering, Doubao Pro provides robust code generation and tool calling.
What is the difference in reasoning capability and extended thinking between Doubao Pro and Doubao Global?+
Doubao Pro features native chain-of-thought extended thinking mode with configurable reasoning effort. In contrast, Doubao Global provides chain-of-thought reasoning depth for complex math and science.
How does inference speed (tokens per second) compare between Doubao Pro and Doubao Global?+
Doubao Pro generates approximately 85 tokens per second, while Doubao Global delivers 110 tokens per second. In latency-sensitive production environments, Doubao Global provides faster time-to-first-token (TTFT) and higher streaming response velocity.
Can you implement a tiered LLM routing setup combining Doubao Pro and Doubao Global to optimize costs?+
Yes! High-efficiency architectures route high-frequency routine classification and conversational tasks to Doubao Global 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.
数据来源: GetInfoUs Independent AI Benchmarks & Official API Specs