LLM API Providers · reliability comparison
Cerebras Inference vs Hugging Face Inference: which is more reliable? (2026)
Hugging Face Inference is more reliable than Cerebras Inference, scoring 100.0 vs 89.3 out of 100. Over the last 90 days Cerebras Inference reported 2 incidents and Hugging Face Inference reported 0, with effective uptime of 99.88% and 100% respectively.
Data updated Nov 1, 2026 · How we score
VS
| Metric | Cerebras Inference | Hugging Face Inference |
|---|---|---|
| Reliability score | 89.3 | 100.0 |
| Rank (LLM API providers) | #4 | — |
| Uptime (90 days) | 99.88% | 100% |
| Incidents (90 days) | 2 | 0 |
| Partial / major outages | 1 | 0 |
| Avg time to resolve | 2h 29m | — |
| Outages we detected | 0 | 0 |
| Transparency score | 100/100 | 100/100 |
Where Cerebras Inference and Hugging Face Inference differ
- Hugging Face Inference reported no incidents in the last 90 days, while Cerebras Inference reported 2.
- Cerebras Inference had 1 partial or major outage, compared with 0 for Hugging Face Inference.
90-day uptime
Cerebras Inference
Hugging Face Inference
- No incidents
- Degraded
- Partial outage
- Major outage
- No data
Recent Cerebras Inference incidents
- Partial outageSep 25, 2026 · resolved in 4h 58m
Partial Service Disruptionofficial update ↗
Affected: GPT-OSS-120B, Qwen-3.8-27b
- Degraded performanceAug 27, 2026 · resolved in <1m
Affected: GPT-OSS-120B
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
- xAI API · #5 · 99.77% uptime