Planned production setup
- Text analysis
- DeepSeek V4.1 Flash
- Inference route
- OpenCode Go
- Input screening
- Waffo Prompt Sift
- Output handling
- Output moderation before display
Model and provider details will be updated whenever production changes.
AI & Safety
AI explains the signal. Evidence sets the limit.
We disclose the planned model, screen inputs, moderate outputs, and never promise organic reach.
Pre-launch
The demo is not live AI.
This website uses synthetic data. Live processing, moderation, logging, and billing remain launch gates.
Clear boundaries
What BenchReels does not claim or create.
No media generation
Text analysis only. BenchReels does not generate images, video, voice, face swaps, or deepfakes.
No proof of organic reach
Follower and view signals cannot reveal every paid campaign, brand relationship, or distribution advantage.
No automatic creative decision
AI explanations can be wrong. You remain responsible for rights, claims, platform rules, and brand fit.
Report a safety concern
Send the account or report ID and relevant public URL.