Hugging Face · ML & infrastructure
Hugging Face hosts open models, datasets, and Spaces, with inference and training tools.
Pricing
Free - $9/month
Trust 88
ML & infrastructure
Arize AI
Arize AI is an ML observability platform for monitoring, troubleshooting, and evaluating models and LLM applications in production.
What’s good
- Strong drift and eval tooling
- LLM tracing
- Open-source Phoenix
Where it falls down
- Advanced features in paid tiers
Runs on
webapiself hosted
Built for
ml teamsenterprise
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Cost against price
Arize AI costs $50. What does it cost to run?
We do not know which model Arize AI runs on, so here is the range. One seat doing the light workload, on the cheapest, middlemost and dearest models in the index.
| If it runs on | Model | Model cost | Left of $50 |
|---|---|---|---|
| Cheapest priced model | Qwen 3.7 Flash | $0.13 | $50 (100%) |
| Middle of the range | Gemini 3.1 Pro | $11 | $39 (79%) |
| Dearest priced model | Claude Fable 5 | $48 | $2.00 (4%) |
A model, not an audit. This is what the intelligence would cost at that shape of work, not what Arize AI pays: we do not know its model, its real usage or what it has negotiated, and the figures exclude caching, batching and volume discounts. What the gap is worth is the product, and that is the thing to judge.
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