# Together AI — gemma-4-31b grades

1 graded endpoint serving gemma-4-31b.
HTML version: [https://inferencecanary.com/togetherai/](https://inferencecanary.com/togetherai/) · matrix: [https://inferencecanary.com/index.md](https://inferencecanary.com/index.md)


## Endpoints

| Endpoint | Dialect | Harness | Billing | Faithfulness | Probed |
|---|---|---|---|---|---|
| [Together AI](https://inferencecanary.com/togetherai/gemma-4-31b/index.md) | OpenAI chat/completions | B− | OK | 26/29 | 2026-07-27 |


## Findings affecting Together AI

- **[red · harness] Four providers drop replayed reasoning: the model never sees its own prior thinking** — details: [/replayed-reasoning-dropped/index.md](https://inferencecanary.com/replayed-reasoning-dropped/index.md)
- **[yellow · harness] Tool results replayed out of order are mis-paired on most providers** — details: [/findings/index.md](https://inferencecanary.com/findings/index.md#tool-results-out-of-order)