# Is SenseNova 6.8 Code2Video SOTA?

Pending benchmarks. Announced Oct 28, 2026; no independent results yet.

As of Nov 3, 2026, SenseNova 6.8 Code2Video is pending benchmarks on isitsota: announced Oct 28, 2026, with no independent results on the boards we track yet.

SenseTime's open model for code-driven video creation: rather than generating pixels, it writes executable animation code, renders it into a short video, reviews the frames and revises, over long agent runs in Claude Code. Fine-tuned from Qwen3.8-27B. Released with its production skill, prompt templates and example trajectories; Apache-2.0 weights on Hugging Face.

Canonical: https://isitsota.com/m/sensenova-6-8-code2video
Last updated: 2026-10-28
Tracking since: 2026-10-28

## Announced facts

| Fact | Value |
| --- | --- |
| Lab | SenseTime |
| Announced | Oct 28, 2026 |
| API | Not yet |
| Open weights | Published on Hugging Face under Apache-2.0 (sensenova org: repo created Oct 24, release commit Oct 25, docs update Oct 27, announced Oct 28) |
| Parameters | 27B (Qwen3.8-27B base; 27.36B in the safetensors) |
| Base model | Qwen3.8-27B (fine-tune) |
| Type | Vision-language model that writes and renders code to make short videos; it does not generate video pixels directly |
| Workflow | A general model expands the prompt; Code2Video then builds the film in Claude Code with SenseTime's code-video skill and can apply revision notes |
| Context | 512K tokens (524,288) in the recommended serving setup |
| Released with | Production skill and prompt templates on GitHub (OpenSenseNova/SenseNova-6.8-Code2Video) and example production trajectories with 357 figures |

Tags marked unsure are not stated on the lab's own pages.

## What would let us call it

Verdicts use only independent boards we already track. Two consecutive snapshots are required before any crown.

- [x] Publicly announced with a source
- [x] Usable by the public (API or weights)
- [ ] Listed on an independent board we track
- [ ] Enough results for a rank in a category
- [ ] Holds across two snapshots (crowns only)

## What the lab claims

Self-reported. Shown for context; not used in any verdict.

- Lab claim: sustains production runs of more than 10 hours and more than 2,000 turns.
- Lab claim: preliminary results show good visual composition and motion choreography in motion design.

## Sources

- LAB: [SenseTime announcement on X](https://x.com/SenseTime_AI/status/2115445835068748044) (2026-10-28)
- REPO: [SenseNova-6.8-Code2Video on Hugging Face](https://huggingface.co/sensenova/SenseNova-6.8-Code2Video)
- REPO: [OpenSenseNova/SenseNova-6.8-Code2Video on GitHub (skill and prompts)](https://github.com/OpenSenseNova/SenseNova-6.8-Code2Video)

Tracking continues until an independent board lists it.

## Related

- Lab: [SenseTime](https://isitsota.com/labs/sensetime.md)
- Compare when it lands (unscored): [its base model, Qwen3.8 27B](https://isitsota.com/m/qwen3-8-27b.md)
- All pending releases: https://isitsota.com/releases.md
- JSON: https://api.isitsota.com/v1/models/sensenova-6-8-code2video