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AI/ML API Exit Survey
Primary use case
*
Primary use case
Personal / pet project
Academic / research
Customer-facing product (B2C)
Internal business tool (B2B)
Other
Before signing up, I expected…
*
Before signing up, I expected…
Unique API capabilities
Clear docs & examples
Better customer support
Effortless autoscaling & reliability
Other
Main reason I stopped using the platform
*
Main reason I stopped using the platform
Pricing / billing issues
AI Playground bugs
Models issues
Latency problems
Inconvenient documentation
Account management limits
Weak monitoring & usage analytics
Other
How important are these features for you?
Do not care
Neutral
Important
Fine-tuning models
On-demand GPU clusters
Swap LLMs via serverless API
No-code automation
RAG toolkit
MCP / A2A / ACP
Pre-built workflows & ready-to-use APIs
Managed data labeling / training
Which provider(s) are you using now?
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Which provider(s) are you using now?
Openrouter
Hugging Face
Replicate
Fal.AI
Together.AI
Official model provider
None
Other
Submit
