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Discover/Modal vs Groq
Modal
VS
Groq

Modal vs Groq

An in-depth comparison of Modal and Groq — pricing, features, ratings, and more.

Modal
3.6
★★★★★
0 reviews
Groq
3.8
★★★★★
1 reviews
Higher rated

Side-by-Side Comparison

Modal
Groq
Category
AI Infrastructure Tools
AI Infrastructure Tools
Pricing
$30 free credits/month; pay-per-GPU-second after
Free tier available; pay-per-token, very low cost (e.g., $0.05/MTok for Llama)
Pricing model
freemium
freemium
Rating
3.6 ★
3.8 ★
Reviews
0
1
Platforms
Python SDK
API
API Access
✓ Yes
✓ Yes
Open Source
✗ No
✗ No

Key Features

Modal
  • ✓ Serverless GPU functions
  • ✓ Python-native interface
  • ✓ Auto-scaling
  • ✓ Fast cold starts
  • ✓ Custom Docker environments
  • ✓ Cron and web endpoints
  • ✓ Secrets management
Groq
  • ✓ 500+ tokens/second inference speed
  • ✓ LPU-based hardware
  • ✓ Open model support (Llama, Mixtral, Gemma)
  • ✓ OpenAI-compatible API
  • ✓ Low latency streaming
  • ✓ Whisper transcription

Pros & Cons

Modal
Pros
  • + Excellent developer experience
  • + Python-native approach
  • + Fast cold starts for GPU
  • + Generous free tier
  • + Active development
Cons
  • − Credit-based pricing can surprise
  • − Vendor lock-in for Modal-specific patterns
  • − Less known than AWS Lambda
Groq
Pros
  • + By far the fastest inference available
  • + OpenAI-compatible API (easy migration)
  • + Generous free tier
  • + Very low cost
Cons
  • − Limited to specific open models
  • − No proprietary model access
  • − Capacity constraints during peak
Try Modal → Modal Details
Try Groq → Groq Details