LLM API Providers · reliability comparison

Cerebras Inference vs Together AI: which is more reliable? (2026)

Together AI 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 Together AI reported 0, with effective uptime of 99.88% and 100% respectively.

Data updated Nov 1, 2026 · How we score

MetricCerebras InferenceTogether AI
Reliability score89.3100.0
Rank (LLM API providers)#4—
Uptime (90 days)99.88%100%
Incidents (90 days)20
Partial / major outages10
Avg time to resolve2h 29m—
Outages we detected00
Transparency score100/100100/100

Where Cerebras Inference and Together AI differ

  • Together AI 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 Together AI.

90-day uptime

Cerebras Inference

Aug 4, 2026 – Aug 26, 2026: no incidentsAug 27, 2026: 99.99% uptime, 1 incident (Degraded performance)Aug 28, 2026 – Sep 24, 2026: no incidentsSep 25, 2026: 89.64% uptime, 1 incident (Partial outage)Sep 26, 2026 – Nov 1, 2026: no incidents
90 days ago99.884% average daily uptimeToday

Together AI

Aug 4, 2026 – Nov 1, 2026: no incidents
90 days ago100% average daily uptimeToday

Recent Cerebras Inference incidents

Full Cerebras Inference reliability report →

Recent Together AI incidents

No incidents reported by Together AI in the last 90 days.

Full Together AI reliability report →

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