LLM API Providers · reliability comparison

Amazon Bedrock vs Fireworks AI: which is more reliable? (2026)

Amazon Bedrock is more reliable than Fireworks AI, scoring 100.0 vs 43.9 out of 100. Over the last 90 days Amazon Bedrock reported 0 incidents and Fireworks AI reported 231, with effective uptime of 100% and 98.02% respectively.

Data updated Nov 1, 2026 · How we score

MetricAmazon BedrockFireworks AI
Reliability score100.043.9
Rank (LLM API providers)—#10
Uptime (90 days)100%98.02%
Incidents (90 days)0231
Partial / major outages02
Avg time to resolve—53m
Outages we detected00
Transparency score100/100100/100

Where Amazon Bedrock and Fireworks AI differ

  • Amazon Bedrock reported no incidents in the last 90 days, while Fireworks AI reported 231.
  • Fireworks AI had 2 partial or major outages, compared with 0 for Amazon Bedrock.
  • Amazon Bedrock's longest incident on record lasted 2d 16h (Jun 13, 2026); Fireworks AI's lasted 1d 22h (Aug 11, 2026).

90-day uptime

Amazon Bedrock

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

Fireworks AI

Aug 4, 2026: 98.72% uptime, 4 incidents (Degraded performance)Aug 5, 2026: 97.50% uptime, 6 incidents (Degraded performance)Aug 6, 2026: 95.02% uptime, 2 incidents (Degraded performance)Aug 7, 2026: 94.83% uptime, 7 incidents (Degraded performance)Aug 8, 2026: 99.77% uptime, 1 incident (Degraded performance)Aug 9, 2026: no incidentsAug 10, 2026: 98.82% uptime, 8 incidents (Degraded performance)Aug 11, 2026: 85.96% uptime, 10 incidents (Partial outage)Aug 12, 2026: 50.00% uptime, 8 incidents (Partial outage)Aug 13, 2026: 63.49% uptime, 4 incidents (Partial outage)Aug 14, 2026: 98.05% uptime, 15 incidents (Degraded performance)Aug 15, 2026: 99.92% uptime, 1 incident (Degraded performance)Aug 16, 2026: 99.55% uptime, 4 incidents (Degraded performance)Aug 17, 2026: 99.84% uptime, 3 incidents (Degraded performance)Aug 18, 2026: 96.11% uptime, 8 incidents (Partial outage)Aug 19, 2026: 91.36% uptime, 5 incidents (Degraded performance)Aug 20, 2026: 99.37% uptime, 7 incidents (Degraded performance)Aug 21, 2026: 98.47% uptime, 10 incidents (Degraded performance)Aug 22, 2026: 98.52% uptime, 8 incidents (Degraded performance)Aug 23, 2026: 99.42% uptime, 6 incidents (Degraded performance)Aug 24, 2026: 99.86% uptime, 2 incidents (Degraded performance)Aug 25, 2026: 99.18% uptime, 4 incidents (Degraded performance)Aug 26, 2026: 99.75% uptime, 1 incident (Degraded performance)Aug 27, 2026: no incidentsAug 28, 2026: 99.14% uptime, 5 incidents (Degraded performance)Aug 29, 2026: no incidentsAug 30, 2026: 99.96% uptime, 1 incident (Degraded performance)Aug 31, 2026: 99.86% uptime, 1 incident (Degraded performance)Sep 1, 2026: 96.26% uptime, 6 incidents (Degraded performance)Sep 2, 2026: 99.28% uptime, 4 incidents (Degraded performance)Sep 3, 2026: no incidentsSep 4, 2026: 96.73% uptime, 4 incidents (Degraded performance)Sep 5, 2026: 99.99% uptime, 1 incident (Degraded performance)Sep 6, 2026: no incidentsSep 7, 2026: 99.84% uptime, 2 incidents (Degraded performance)Sep 8, 2026: 99.41% uptime, 3 incidents (Degraded performance)Sep 9, 2026: 98.61% uptime, 1 incident (Degraded performance)Sep 10, 2026: 99.88% uptime, 2 incidents (Degraded performance)Sep 11, 2026: 99.76% uptime, 1 incident (Degraded performance)Sep 12, 2026 – Sep 14, 2026: no incidentsSep 15, 2026: 98.35% uptime, 4 incidents (Degraded performance)Sep 16, 2026: no incidentsSep 17, 2026: 99.87% uptime, 2 incidents (Degraded performance)Sep 18, 2026: no incidentsSep 19, 2026: 99.78% uptime, 3 incidents (Degraded performance)Sep 20, 2026: no incidentsSep 21, 2026: 99.93% uptime, 1 incident (Degraded performance)Sep 22, 2026: 99.99% uptime, 1 incident (Degraded performance)Sep 23, 2026: 99.67% uptime, 1 incident (Degraded performance)Sep 24, 2026: 99.57% uptime, 3 incidents (Degraded performance)Sep 25, 2026 – Sep 30, 2026: no incidentsOct 1, 2026: 99.92% uptime, 1 incident (Degraded performance)Oct 2, 2026: 99.85% uptime, 1 incident (Degraded performance)Oct 3, 2026: no incidentsOct 4, 2026: 99.99% uptime, 1 incident (Degraded performance)Oct 5, 2026: 99.43% uptime, 4 incidents (Degraded performance)Oct 6, 2026: 98.62% uptime, 1 incident (Degraded performance)Oct 7, 2026: 99.77% uptime, 2 incidents (Degraded performance)Oct 8, 2026: 98.74% uptime, 2 incidents (Degraded performance)Oct 9, 2026: no incidentsOct 10, 2026: 98.87% uptime, 2 incidents (Degraded performance)Oct 11, 2026: 99.68% uptime, 1 incident (Degraded performance)Oct 12, 2026: 96.33% uptime, 5 incidents (Degraded performance)Oct 13, 2026: 98.25% uptime, 2 incidents (Degraded performance)Oct 14, 2026: 99.23% uptime, 4 incidents (Degraded performance)Oct 15, 2026: 97.19% uptime, 4 incidents (Degraded performance)Oct 16, 2026: no incidentsOct 17, 2026: 99.51% uptime, 2 incidents (Degraded performance)Oct 18, 2026: 99.60% uptime, 2 incidents (Degraded performance)Oct 19, 2026: 97.95% uptime, 3 incidents (Degraded performance)Oct 20, 2026: 98.52% uptime, 4 incidents (Degraded performance)Oct 21, 2026: 98.98% uptime, 3 incidents (Degraded performance)Oct 22, 2026: 99.11% uptime, 6 incidents (Degraded performance)Oct 23, 2026: 98.06% uptime, 1 incident (Degraded performance)Oct 24, 2026: no incidentsOct 25, 2026: 99.95% uptime, 1 incident (Degraded performance)Oct 26, 2026: 97.85% uptime, 6 incidents (Degraded performance)Oct 27, 2026: 99.43% uptime, 2 incidents (Degraded performance)Oct 28, 2026: 99.22% uptime, 5 incidents (Degraded performance)Oct 29, 2026: no incidentsOct 30, 2026: 99.29% uptime, 3 incidents (Degraded performance)Oct 31, 2026: 99.80% uptime, 3 incidents (Degraded performance)Nov 1, 2026: no incidents
90 days ago98.031% average daily uptimeToday

Recent Amazon Bedrock incidents

No incidents reported by Amazon Bedrock in the last 90 days.

Full Amazon Bedrock reliability report →

Recent Fireworks AI incidents

Full Fireworks AI reliability report →

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