Public price
A possible mention appeared on a comparison or unrelated page, so we did not count it.
Open sourceCVAT alternatives
We could not read a price on CVAT's site. We found 8 out of 10 of the buying evidence we check for. 1 of the 20 other products below publish more.
This is a comparison of what each company publishes on its own site. It covers price, free access, measured results, documented limits, product updates, and testing methods. It is evidence for a shortlist, not a rating of product quality. The products below share a broad category and are not necessarily direct substitutes. Use Comparima for direct competitors.
Data labellingHow this market looks from public information.
2 of 21for published buying evidence
10%publish a usable price
76%can be tried first
48%publish measured results
76%state their limits
What we could verify
Every finding links to the page it came from. Open the source before relying on it.
Try before paying
A buyer can verify the claim themselves without paying ("Free forever").
Open sourceMeasured customer result
Publishes a supported measurable result ("90% accuracy").
Open sourceDocumented limits
Documents where it falls short ("limited access").
Open sourceTesting method
Describes how it was tested ("benchmark against"; includes dataset).
Open sourceRecent product updates
Public changelog with versioned entries (found v2.70.0).
Open sourceAsk before you buy
These questions come from the information we could not verify on the public site.
- What will this cost for my current team, and what changes when usage grows?
Compare the field
Showing 12 of 20 that match your filters.
CVATcvat.ai
8/10website evidenceno price we could read
No price we could find.
- You can try it without paying
- Publishes a measured result
- Says what it cannot do
- Shows how it was tested
- Actively maintained
- No price we could find
Kilikili-technology.com
8.5/10website evidencefree tier
Publishes about as much buying evidence as CVAT. Price is on the site, unlike CVAT.
- Price is on the site
- You can try it without paying
- Publishes a measured result
- Says what it cannot do
- Actively maintained
- No test method we could find
SuperAnnotatesuperannotate.com
8/10website evidenceno price we could read
Publishes about as much buying evidence as CVAT.
- You can try it without paying
- Publishes a measured result
- Says what it cannot do
- Shows how it was tested
- Actively maintained
- No price we could find
Appenappen.com
7/10website evidenceno price we could read
Publishes about as much buying evidence as CVAT. No public changelog we could find, though CVAT publishes one.
- You can try it without paying
- Publishes a measured result
- Says what it cannot do
- Shows how it was tested
- No price we could find
- No public changelog we could find
Surge AIsurgehq.ai
7/10website evidenceno price we could read
Publishes about as much buying evidence as CVAT. No public changelog we could find, though CVAT publishes one.
- You can try it without paying
- Publishes a measured result
- Says what it cannot do
- Shows how it was tested
- No price we could find
- No public changelog we could find
Voxel51voxel51.com
7/10website evidenceno price we could read
Publishes about as much buying evidence as CVAT. No public changelog we could find, though CVAT publishes one.
- You can try it without paying
- Publishes a measured result
- Says what it cannot do
- Shows how it was tested
- No price we could find
- No public changelog we could find
Argillaargilla.io
5/10website evidenceno price we could read
Publishes less buying evidence than CVAT. No measured result we could find, though CVAT publishes one.
- You can try it without paying
- Says what it cannot do
- Shows how it was tested
- No price we could find
- No measured result we could find
- No public changelog we could find
Cleanlabcleanlab.ai
5/10website evidenceno price we could read
Publishes less buying evidence than CVAT. No measured result we could find, though CVAT publishes one.
- You can try it without paying
- Says what it cannot do
- Shows how it was tested
- No price we could find
- No measured result we could find
- No public changelog we could find
Lightlylightly.ai
5/10website evidenceno price we could read
Publishes less buying evidence than CVAT. No stated limits we could find, though CVAT publishes one.
- You can try it without paying
- Publishes a measured result
- Actively maintained
- No price we could find
- No stated limits we could find
- No test method we could find
Prodigyprodi.gy
4.5/10website evidenceno price we could read
Publishes less buying evidence than CVAT. No measured result we could find, though CVAT publishes one.
- You can try it without paying
- Says what it cannot do
- Actively maintained
- No price we could find
- No measured result we could find
- No test method we could find
V7v7labs.com
4.5/10website evidenceno price we could read
Publishes less buying evidence than CVAT. No measured result we could find, though CVAT publishes one.
- You can try it without paying
- Says what it cannot do
- Actively maintained
- No price we could find
- No measured result we could find
- No test method we could find
Clickworkerclickworker.com
3.5/10website evidenceno price we could read
Publishes less buying evidence than CVAT. No measured result we could find, though CVAT publishes one.
- You can try it without paying
- Says what it cannot do
- No price we could find
- No measured result we could find
- No test method we could find
- No public changelog we could find
Datasaurdatasaur.ai
3.5/10website evidenceno price we could read
Publishes less buying evidence than CVAT. No measured result we could find, though CVAT publishes one.
- You can try it without paying
- Says what it cannot do
- No price we could find
- No measured result we could find
- No test method we could find
- No public changelog we could find
Read in August 2026 from pages anyone can open. This is what each company puts on its own site, which is not the same as how good the product is. Something excellent can still tell you very little. Spotted a mistake? Tell us and we will read it again.
Check a product we have not covered