Analysis Summary
Ox Alpha is an emerging multimodal model with a broad input surface, supporting text, images, and video alongside tool use and function calling. Its 1M context window could support long documents, media review, and workflows that combine several source types in one request.
Those capabilities are relevant to campaign audits, creative review, and document-heavy client operations, but the commercial picture is incomplete because no pricing is supplied. More importantly, this model has no benchmark data in the record, leaving reasoning, coding, instruction following, and agentic reliability untested. It is worth a controlled pilot where multimodal breadth matters, but it should not lead production workflows until quality and operating costs are measured.
Assessed September 7, 2026
Editorial notes
Ox Alpha offers a 1M context window, vision, video input, tool use, and function calling. The absence of pricing and benchmark data makes it an experimental option rather than a dependable client default.
Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?
DFO Verdict
Ox Alpha offers a 1M context window, vision, video input, tool use, and function calling. The absence of pricing and benchmark data makes it an experimental option rather than a dependable client default.
How Ox Alpha compares
Its 1M-token context window is larger than 94% of the models we list. Ox Alpha is currently free to use via OpenRouter.
Dark bar = input · light bar = output, scaled to the priciest peer.
1M tokens ≈ 8 full-length novels or ~2,500 pages of business documents in a single request.
Strongest on content. The pulled-in value corner is the trade-off, and if the shape matters more than the price, this is your model.
Compare shapes side-by-side →About Ox Alpha
Ox Alpha is a reasoning model designed for coding, sustained agentic work, and production workloads. It is suited for long-horizon software engineering, complex reasoning, and workflows that combine text with..
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Frequently asked questions about Ox Alpha
How much does Ox Alpha cost?
Ox Alpha is currently available for free via OpenRouter.
What is the context window of Ox Alpha?
Ox Alpha has a context window of 1,048,576 tokens (1M).
What can Ox Alpha do?
Ox Alpha supports image/vision input, tool use, and function calling.
Who created Ox Alpha?
Ox Alpha is developed by Stealth and was released on August 20, 2026.
Data sourced from the OpenRouter API, Artificial Analysis, the Hugging Face Open LLM Leaderboard and our own internal testing. Scores are editorially curated by our team.
Last updated: September 18, 2026 8:38 pm