Doubao Pro vs o4 Mini Deep Research
How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Doubao Pro and o4 Mini Deep Research.
Doubao Pro
Doubao Pro (豆包 Pro) is ByteDance's flagship large language model, powering the Doubao AI assistant used by over 100 million monthly active users in China. Built by ByteDance's Seed team, Doubao Pro achieves top-tier results on Chinese-language benchmarks, excelling at long-context understanding, multimodal reasoning, and creative writing. Its architecture is optimized for the massive scale of ByteDance's inference infrastructure, enabling cost-efficient deployment across Douyin, TikTok, and enterprise API customers via Volcano Engine.
o4 Mini Deep Research
o4-mini-deep-research is OpenAI's faster, more affordable deep research model—ideal for tackling complex, multi-step research tasks. Note: This model always uses the 'web_search' tool which adds additional cost.
Technical Specifications
| Specification | Doubao Pro | o4 Mini Deep Research |
|---|---|---|
| Provider | ByteDance | OpenAI |
| Context Window | 256,000 tokens | 200,000 tokens |
| Agent Suitability | 86/100 | N/A |
| Time to First Token (TTFT) | 300 ms | N/A |
| Deployment Model | managed api | managed api |
| Production Stability | stable | stable |
| API Available | Yes | Yes |
| Released Date | 2026-01-15 | 2025-10-10 |
API Pricing Comparison
Input Price per Million Tokens
Doubao Pro
$0.80
o4 Mini Deep Research
$2.00
Output Price per Million Tokens
Doubao Pro
$1.60
o4 Mini Deep Research
$8.00
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Benchmark Performance Metrics
Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.
Doubao Pro Quirks & Gotchas
- ▸Massive user base — one of the most deployed Chinese models in production
- ▸API available through Volcano Engine — requires Chinese enterprise registration
o4 Mini Deep Research Quirks & Gotchas
No developer gotchas reported.