Modal vs Replicate: which does AI recommend?
· ChatGPT Search and Google AI Mode
Based on every AI answer that names both
Reviewed by Dimitry Apollonsky
When AI names both, it almost always lists Modal first. It recommends Modal more often and warns against it less.
Listed first when AI names both
ModalModal: 93% (Modal leads)ReplicateReplicate: 7%
Recommended when named
ModalModal: 86% (Modal leads)
ReplicateReplicate: 56%
Warned against · lower is better
ModalModal: 0% (Modal leads)
ReplicateReplicate: 3%
Topic by topic
Mentioned in, as a share of each topic’s answers
Modal named more6Within 2 points1
Modal named more
Within 2 points1
Only Modal is ranked in12
- Batch inference processing
- Managed hyperparameter optimization platforms for large-scale operations
- Cloud-based media processing services for mobile applications
- Distributed batch inference
- Serverless edge computing
- Budget GPU cloud instances
- GPU orchestration and scheduling
- HPC and AI workload execution
- LLM integration into existing applications
- Model A/B testing and canary deployment platform
- Enterprise LLM fine-tuning and RAG
- Edge model distillation
Only Replicate is ranked in6
What people ask AI about Modal and Replicate
- We want to deploy a machine learning model as a serverless API. What's the easiest serverless inference platform for a small team?Modal almost always first
- I am looking for a model host that allows "serverless" GPUs and does not charge for idle time.Modal almost always first
- Which serverless GPU provider is best for bursty inference workloads?Modal almost always first
- Which startups are building the infrastructure around new AI labs: evals, data, inference, memory, and safety?Modal usually first
- We have a fine-tuned model and need to serve it at scale. What serverless inference platform is best with support for auto-scaling to zero?Modal almost always first
- We need to automatically scale our inference endpoints based on traffic. What is the best serverless platform with auto-scaling to and from zero?Modal almost always first
- Which open-source AI infrastructure startups are most useful for startups that need flexibility and low cost?Modal usually first
Who AI mentions first
- JunModal listed first: 76%Replicate listed first: 24%
- JulModal listed first: 90%Replicate listed first: 10%
- AugModal listed first: 98%Replicate listed first: 2%
- SepModal listed first: 98%Replicate listed first: 2%
- Oct, so farModal listed first: 100%Replicate listed first: 0%
- ChatGPT SearchModal listed first: 95%Replicate listed first: 5%
- Google AI ModeModal listed first: 89%Replicate listed first: 11%
