Symbioza
ChatGPT plugin by משה אדרי · Run GPU jobs under a spend cap
Data updated · Last checked
ChatGPT visibility
28 answers checked · Sign up to see
Category page
#540 of 697
Lower half of the Developer Tools page
Listing score
55/100
leaders average 58
In directory search?Position now, the last 7 days and the #1 result.
Symbioza doesn’t show up when people search the directory for “coding”, “developer” or “mcp”.
How to show up for these searches →
Listing check?What to fix in the listing and how much each item adds to the listing score (55/100; category leaders average 58).
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0 / 30Put a search term in the name Search rank?Directory search ranks name matches first: 53% of top-3 results have the search term in the name. Searches for a brand name itself are not tracked.The name has none of the tracked search terms.5 of 20 category leaders do this
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In ChatGPT conversations?How often ChatGPT mentions Symbioza when people ask common Developer Tools questions.
Visibility
In a suggestion card
Answers checked
Mentioned most
ChatGPT visibilitySign up free →
About Symbioza
On the directory's Developer Tools page Symbioza is #540 of 697. It joined the directory on Oct 13, 2026.
Symbioza runs your containerized GPU job on a rented cloud machine and hands back the files it writes, under a spending limit you set.From the plugin’s directory listing
Try asking
@Symbioza Estimate what it would cost to fine-tune my model on a cloud GPU with a $20 spending limit.
@Symbioza Run my evaluation harness against this dataset under a $10 budget and bring back the report.
@Symbioza How is my Symbioza job doing, and are the results ready to download?
Competitors?Plugins that show up in the same tracked searches as Symbioza.
No competitors yet.
In the directory
- Featured page
- Not on it
- Category page
- #540 of 697
- Same job
- 162 deploy & monitor plugins
- Listed since
- Oct 13, 2026
Recent changes
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What does Symbioza do?
Run GPU jobs under a spend cap. Symbioza runs your containerized GPU job on a rented cloud machine and hands back the files it writes, under a spending limit you set.
How do I use Symbioza in ChatGPT?
Install it from the ChatGPT plugin directory, then mention @Symbioza in a chat. Its listing suggests asking “Estimate what it would cost to fine-tune my model on a cloud GPU with a $20 spending limit.”, “Run my evaluation harness against this dataset under a $10 budget and bring back the report.” or “How is my Symbioza job doing, and are the results ready to download?”