A standard 50 pages document (~25,000 words / 33,325 tokens) costs $0.00 to ingest and $0.00 to generate a comprehensive executive summary using Ox Alpha (Stealth).
Feed the entire 50 pages document into context to extract fields, entities, or answer queries.
Ingest 50 pages and generate a structured 500-token executive summary with key takeaways.
Translate or reformat the entire 50 pages document into an equivalent length output.
| Model | Provider | Ingestion (50 pages) | Cached Ingestion | Summary Cost | Context Limit |
|---|---|---|---|---|---|
| Ox Alpha (Stealth) (Current) | openrouter | $0.00 | $0.00 | $0.00 | 1,048,576 |
| GPT-5.3 Codex | openai | $0.056 | $0.0056 | $0.063 | 256,000 |
| DeepSeek Coder V2.5 | deepseek | $0.004666 | $0.000467 | $0.004806 | 128,000 |
| Codestral 2501 | mistral | $0.009998 | $0.001 | $0.0104 | 256,000 |
| Grok Build 0.1 | xai | $0.0333 | $0.006665 | $0.0343 | 256,000 |
| Qwen 2.5 Coder 32B | qwen | $0.006665 | $0.000667 | $0.006965 | 128,000 |
Assuming a standard single-spaced document with ~500 words per page, a 50 pages document contains approximately 25,000 words, which translates to roughly 33,325 tokens using Ox Alpha (Stealth)'s tokenizer. Dense PDF tables, legal boilerplate, and OCR scans may increase this by 20–30%.
Ox Alpha (Stealth) has a context window of 1,048,576 tokens. A 50 pages document consumes only 3.18% of its total window, easily fitting in a single prompt without requiring chunking or vector search.
Ingesting the document and outputting a concise 500-token executive summary costs $0.00. Using 24-hour async batch API queues drops this cost to $0.00.
If your workflow repeatedly queries or chats with this same 50 pages document, prompt caching reduces subsequent turn input costs by up to 90% (to $0.00 per turn instead of $0.00).