Microsoft KOSMOS-2
Advanced model for object description and visual grounding
- Status
- Generally available
- Last checked
- Unverified
- License
- Proprietary
- Pricing
- Paid
What it is
KOSMOS-2 is a cutting-edge AI model designed to enhance the perception of object descriptions through bounding boxes and text-to-image grounding, offering new capabilities in computer vision.
KOSMOS-2 stands out with its advanced capabilities in object description and text-to-image grounding, making it a powerful tool for researchers and developers working on complex visual perception tasks.
When it fits — and when it doesn’t
A good fit for
Researchers needing advanced object description capabilities
Developers working on visual search applications
Teams building automated image analysis tools
Look elsewhere if
Projects requiring real-time streaming processing
Budget-constrained projects without access to high-performance computing resources
Known weaknesses
Each one links to the public issue, changelog or docs page it came from, where we have one.
- 01
Expensive at scale due to proprietary licensing
Commercial model requires per-use fees that can become costly as usage increases
What it does well
Advanced object description through bounding boxes
Text-to-image grounding capabilities
Enhanced visual perception
Pricing
- Free tier
- No
- Paid from
- —
- Model
- Flat rate
- Enterprise plan
- No
Pricing not independently confirmed — check the vendor’s page.
Performance benchmarks
How Fast Is It?
Set up Microsoft KOSMOS-2
Setup steps, common gotchas and what to check after 30 days.