# ToxJobs — Prediction toolkit

> 100+ tools, one API.

ToxJobs is a toolkit of 100+ deployed toxicology predictors — Tox21, ADMET-AI, OPERA, HTTK, ToxTransformer, AMESformer, cardiotox, DILI-predictor, and more — behind one uniform API. Submit a job, poll for a result, and get an identical output shape from every tool. The same interface runs the full OECD QSAR Toolbox 4.8 for you, so the regulatory read-across most teams still drive by hand in a desktop app comes back as one more job.

## Key facts
- **100+** — deployed prediction tools
- **1** — uniform API across every tool
- **4.8** — OECD QSAR Toolbox, automated end to end
- **Air-gapped** — runs in cloud or fully on-prem

## What ToxJobs does

### One shape for every tool
Submit a job, poll for a result, and read the same output structure whether it is HTTK or a transformer model.

### Automated OECD read-across
The full OECD QSAR Toolbox 4.8 runs as a job — 57 endpoints, 244 validated models, and 79 profilers — instead of manual work in the desktop app.

### Swept for correctness
Tools are continuously checked against golden outputs, so a silent regression does not slip through.

### Runs where your data lives
The same predictors run in the cloud or fully air-gapped on your own hardware.

## Works closely with
- [ToxTransformer](https://toxindex.com/platform/toxtransformer.md): Open-source molecular toxicity model
- [Gaps](https://toxindex.com/platform/gaps.md): Automated data-gap analysis
- [Sage](https://toxindex.com/platform/sage.md): Conversational answer engine

## Frequently asked questions

**What is ToxJobs?**

ToxJobs is a toolkit of 100+ deployed toxicology tools (Tox21, ADMET-AI, OPERA, HTTK, ToxTransformer, and more) behind one uniform API, plus the automated OECD QSAR Toolbox 4.8.

**How do I run a prediction?**

Submit a job and poll for the result. Every tool returns the same output shape, whether it is HTTK or a transformer model.

**Does ToxJobs include the OECD QSAR Toolbox?**

Yes. ToxJobs runs the full OECD QSAR Toolbox 4.8 — all 57 endpoints, 244 validated models, and 79 structural-alert profilers — automated end to end, so regulatory read-across returns as a job instead of manual work in the desktop app.

**Can ToxJobs run on our own hardware?**

Yes. The same predictors run in the cloud or fully air-gapped on your own hardware.

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Canonical page: https://toxindex.com/platform/toxjobs