Nebius AI Cloud

Nebius AI Cloud

nebius.comNeocloudPiPi
76/ 100
B
Score Breakdown76%

Lost points on 4 checks

  • time3/15
  • efficiency0/10
  • zero errors0/5
  • Context70/14
Eval Score (70% weight)73%
cost$0.00 (<$0.05, excellent)+10
time114s (90s–150s, slow)+3
efficiency26 tool calls (>25, inefficient)+0
found docsTouched docs at docs.nebius.com: yes (3 matching tool calls)+10
zero errorsTool outputs with errors/tracebacks: 1+0
syntax validCode compiles/parses correctly+5
created filesGenerated files: 1 (need ≥1)+10
full executionMethod: full_execution, Exit: 0+35
Checklist Score (30% weight)86%
Context7
+0
llms.txt
Link+14
MCP Server
Link+14
Typed SDK
Link+14
OpenAPI
Link+14
Agent Skills
Link+14
CLI
Link+14

Checklist determined by AI. If something looks wrong, .

Final Score
A: >=90%B: 75-89%C: 55-74%D: <55%
(73 × 0.7) + (86 × 0.3)= 76%
Replay
Using https://docs.nebius.com, complete the following task:

Using Nebius AI Cloud API, build a script that inspects AI cloud infrastructure readiness without creating chargeable resources:

1. Authenticate against the configured project/account
2. List available Compute VM/GPU platforms or presets
3. List existing compute instances, containers, jobs, or equivalent infrastructure resources
4. Print JSON with fields: project_id, platforms, instances, notes

Do not create, update, start, stop, or delete any resources.
nebius_inventory.py

Unlock analytics

See Nebius AI Cloud's score trend, layer rankings, and competitive position.

Run completed Oct 20, 2026, 8:29 PM