AI or Not vs Hive (now Deploy)
Two AI detectors, compared using only what each vendor says on its own pages. Witness is a third option, so we keep this to stated facts.
Side by side
| AI or Not | Hive (now Deploy) | |
|---|---|---|
| Built for | Developers and businesses that detect AI-generated images, text, video, audio and deepfakes via API (homepage: 'AI Detection API For All Content Types'). | Trust and Safety teams at platforms who need to identify synthetic images, video and audio at scale (stated: improve verification, reduce AI slop in feeds, flag artificial or exploitative media). |
| Media covered | Image, Video, Audio, Text | Image, Video, Audio |
| Free option | yes: Free plan with $5 in free credits, 1M words of AI text detection free every month, 20 AI image checks, API key included. | Free detection tools are stated (Hive Detect web tool, X Bot, Chrome Extension). Pricing page states the AI image and video detection API as contact sales; Developers plan is pay-as-you-go. A free API tier for AI detection is not stated on page. |
| Pricing | Free $0; Pro $5/month; Business $100/month; Enterprise Custom | Developers Pay-as-you-go usage billing; Enterprise Custom pricing |
| API | yes | yes |
| Browser extension | Not stated on their page | yes: Chrome Extension stated on the product page |
Read from vendor pages on 2026-11-13. Check their sites for current details.
Read this before relying on any detector
- Witness reports a likelihood with a confidence score. It does not prove anything on its own.
- No detector catches every image. New generators can be missed until detection catches up, and heavy compression or screenshots can lower confidence.
- A real photo can be flagged and an AI image can pass. Treat a result as one input, alongside the source, context and other checks.
Frequently asked questions
Which is better, AI or Not or Hive (now Deploy)?
It depends on your use. AI or Not describes itself as built for developers and businesses that detect AI-generated images, text, video, audio and deepfakes via API. Hive (now Deploy) describes itself as built for trust and Safety teams at platforms who need to identify synthetic images, video and audio at scale.
Is there a third option?
Witness focuses on quick, plain-language checks of images and video in the browser or by API. See the comparison pages.
Sources
- aiornot.com/ read 2026-11-13
- aiornot.com/pricing read 2026-11-13
- hivemoderation.com/ai-generated-content-detection read 2026-11-13
- hivemoderation.com/pricing read 2026-11-13
- deploy.com/pricing read 2026-11-13
Competitor details come from each vendor's own public pages on the dates shown. Products change, so check the vendor's site before you decide.
Related
Don't guess. Witness it.
Free to try. No account needed for your first scans. Witness gives a likelihood with a confidence percentage, not a certainty.