View all models

Use the Mysterious Ox Alpha in Tabbit

It has a codename, an anonymous route, and a short list of public specs. The developer remains undisclosed, but Ox Alpha is now available in Tabbit so you can test the mystery against real work.

Use in Tabbit

Use in Tabbit Ox Alpha

Ox Alpha · Model overview

Check the evidence before choosing a workflow

A compact view of reviewed task guides, public evaluations, and evidence boundaries. Client access still depends on your current account.

Official source
Task guides11
Review sources14
Sources reviewed0
Editor picks8

Model access and permissions must be checked in the current Tabbit account.

Read the full analysis

Overview · English

Ox Alpha Explained: From Stealth Preview to GLM-5.3-Flash

Ox Alpha was the anonymous name for Z.ai GLM-5.3-Flash. Here are the verified specs, access boundaries, preview timeline and safe testing decision.

Read article

Find a guide by task

Extract structured data, build a visual prototype, or start a coding task.

All prompts and workflows
Visual prototype · CodingEditorial example; not tested

SVG structure smoke test

A one-line SVG prompt for a dragon riding a bicycle is a quick way to check Ox Alpha's handling of structural relationships, physical plausibility, and executable SVG code.

Prepare
task goal, runtime, acceptance criteria
Runtime
OpenCode coding harness
View steps
Coding · Agent workflowEditorial example; not tested

Custom-language long-task workflow

Give Ox Alpha documentation for a custom language that cannot be in its training data, then implement the game and language feature in separate stages to test document reading, sustained coding, and regression verification.

Prepare
task goal, runtime, acceptance criteria
Runtime
OpenCode coding harness
View steps
Coding · Agent workflowEditorial example; not tested

Stalled-agent triage

When Ox Alpha appears stuck, first separate service-side errors from local scanning or MCP blocking, then use .ignore, snapshot: false, and temporary MCP removal to narrow the cause.

Prepare
task goal, runtime, acceptance criteria
Runtime
OpenCode coding harness
View steps
Coding · Agent workflowEditorial example; not tested

Reference-driven frontend UI workflow

When using Ox Alpha for frontend UI, providing actionable browser, animation, and aesthetic tools first, then having the model read reference sites, is usually more reusable than simply asking it to “make a beautiful page.”

Prepare
task goal, runtime, acceptance criteria
Runtime
OpenCode coding harness
View steps

Read evidence and limits

Public results use different versions, tiers, and harnesses; unknown values stay unknown.

All reviews and sources
OpenRouterVendor report

OpenRouter Record: Ox Alpha Specs, Availability, and Anonymous Provider

OpenRouter describes Ox Alpha as a reasoning model for coding, sustained agentic work, and production workloads, listing free access, a 1,048,576-token context, up to 131,072 output tokens, and text/image/video input; the provider is only named Stealth, the developer remains anonymous, and the page publishes no reproducible capability benchmark.

Evidence
Vendor report
Boundary
the source provides no matching independent retest, complete sample, or current-availability evidence for “OpenRouter Record: Ox Alpha Specs, Availability, and Anonymous Provider” (source date the source date); it cannot generalize to every client, task, or production guarantee.
XEditorial analysis

Cline Test: Ox Alpha and Fable Both Fixed a Real Repository Bug, with About 3x Less Output

Cline says Ox Alpha and Fable both correctly fixed one real bug in its repository; Ox Alpha used about three times fewer output tokens and repeated less reasoning. This is an efficiency signal worth retesting, not a general capability ranking.

Evidence
Editorial analysis
Boundary
“Cline Test: Ox Alpha and Fable Both Fixed a Real Repository Bug, with About 3x Less Output” lacks a unified task set, complete method, or version isolation (source date the source date); its observation cannot be generalized to universal capability or a current fact.
Reddit + GitHub experimental repositoryIndependent measurement

Independent LiveCodeBench v6: Ox Alpha's Raw Pass@1

Under a single-turn code-generation protocol with no agent, tools, scaffold, or sampling and with temperature=0, the experimental repository reports that Ox Alpha scored 49/175, or Pass@1=28.0%, on LiveCodeBench release_v6, with lower pass rates as difficulty increased.

Evidence
Independent measurement
Boundary
“Independent LiveCodeBench v6: Ox Alpha's Raw Pass@1” lacks a fully reproducible harness, repeats, or current-version snapshot (source date the source date); it cannot generalize to a unified rank, current price, or production performance.

Stealth

Use the Mysterious Ox Alpha in Tabbit

Ox Alpha is a reasoning model whose developer has not been disclosed, built for coding, long-context work, and sustained agent tasks. Review sourced specs and field notes, then use it directly in Tabbit.