LLM API Providers · reliability comparison
Amazon Bedrock vs Hugging Face Inference: which is more reliable? (2026)
Amazon Bedrock and Hugging Face Inference are effectively tied on reliability (100.0 vs 100.0). Over the last 90 days Amazon Bedrock reported 0 incidents and Hugging Face Inference reported 0, with effective uptime of 100% and 100% respectively.
Data updated Nov 1, 2026 · How we score
VS
| Metric | Amazon Bedrock | Hugging Face Inference |
|---|---|---|
| Reliability score | 100.0 | 100.0 |
| Rank (LLM API providers) | — | — |
| Uptime (90 days) | 100% | 100% |
| Incidents (90 days) | 0 | 0 |
| Partial / major outages | 0 | 0 |
| Avg time to resolve | — | — |
| Outages we detected | 0 | 0 |
| Transparency score | 100/100 | 100/100 |
90-day uptime
Amazon Bedrock
Hugging Face Inference
- No incidents
- Degraded
- Partial outage
- Major outage
- No data
Recent Amazon Bedrock incidents
No incidents reported by Amazon Bedrock in the last 90 days.
Recent Hugging Face Inference incidents
- MaintenanceOct 7, 2026 · resolved in 4h 57m
Maintenance: Scheduled maintenance: Inference Endpoints (H200)
Other LLM API providers to consider
- Perplexity API · #1 · 99.94% uptime
- Cohere · #2 · 99.94% uptime
- Groq · #3 · 99.94% uptime
- Cerebras Inference · #4 · 99.88% uptime