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AI Infrastructure Reliability
IncidentHub-Bay monitors OpenAI, Anthropic, Google AI, Mistral, and every major cloud provider in real time. Get instant alerts, compare reliability scores, and make smarter infrastructure decisions.
AI & cloud incidents
1129
Providers tracked
21
Critical incidents
74
Top cause tag
api
Outage Detected
20 operational · 1 outage · 21 providers tracked
Active incidents
criticalAWSService is operating normally: [RESOLVED] Inaccurate Estimated Billing Dataabout 8 hours agolowAWSService impact: Inaccurate Estimated Billing Dataabout 14 hours agocriticalAWSService impact: Inaccurate Estimated Billing Dataabout 20 hours agolowAWSService impact: Inaccurate Estimated Billing Data1 day agolowAWSService impact: Inaccurate Estimated Billing Data1 day ago+17 more active incidents →Updated every 5 minutes · Data from provider status pages
Three steps to stay ahead of AI and cloud outages.
We monitor status pages for OpenAI, Anthropic, Google AI, AWS, and 50+ providers every 5 minutes.
Get notified via Slack, webhooks, or Google Chat the moment a provider reports an issue.
Compare AI API reliability scores, review outage history, and decide when to add fallback providers.
Which LLM provider is most reliable this month? Compare uptime, incident frequency, and mean resolution time across OpenAI, Anthropic, Google AI, and more.
Start free with 3 tracked AI services. Upgrade as your monitoring needs grow.
Free
For individual developers exploring AI APIs
Track a small watchlist of AI and cloud services, test webhook alerts, and browse public reliability data.
3 tracked services
Pro
For on-call engineers building on AI APIs
Monitor more AI providers, get reliability comparisons, and route alerts to the channels your team already uses.
10 tracked services
Teams
For platform and infrastructure teams
Shared monitoring across your AI stack, API access for internal tooling, and executive-ready reliability reports.
25 tracked services
Enterprise
For organizations with custom SLA and compliance needs
Unlimited monitoring, dedicated support, SSO, SLA guarantees, and custom integrations for your infrastructure team.
Unlimited services
Deep-dive into outage history, status timelines, and reliability data for AI and cloud services.
OpenAI and ChatGPT incident history, API uptime data, and recovery timelines for teams building on GPT models.
Anthropic Claude API and Claude Chat outage tracking, reliability scores, and incident history.
Google Cloud and Vertex AI / Gemini incident history, outage timelines, and reliability data.
Mistral AI platform status, API outage history, and reliability tracking for teams using Mistral models.
Cohere API outage history and reliability data for enterprise RAG and embedding workloads.
Replicate platform status, open-source model hosting uptime, and incident tracking.
DeepSeek API and Chat outage history, incident timelines, and reliability tracking.
Groq inference API status, outage history, and uptime data for LPU-powered AI workloads.
Stability AI platform status, API outage history, and reliability data for image generation workloads.
ElevenLabs speech synthesis API status, outage history, and reliability tracking.
AI21 Labs Jamba API status, outage history, and reliability data for enterprise AI workloads.
AWS outages by year, timeline, and root-cause context for engineers tracking historical downtime.
Live and historical Cloudflare downtime tracking for teams who depend on edge infrastructure.
GitHub and GitHub Actions outage tracking for developers who need answers during deploy failures.
Side-by-side reliability comparison of OpenAI, Anthropic, Google AI, Mistral, and other LLM providers.
A ranked list of the longest and most impactful AI and cloud outages in our dataset.
Incidents per year, average downtime, and provider-level patterns drawn from our full incident dataset.
Total Incidents
1129
Providers Tracked
21
Critical Incidents
74
Top Cause
api
This incident has been resolved.
Between July 16 at 7:38 PM PDT and July 18 at 6:00 AM PDT, we began displaying incorrect estimated billing data in the Billing and Cost Management Console, including the Cost and Usage Report. Customers may have received erroneous budget and cost anomaly detection alerts, and observed inflated estimated cost and usage data. On July 16 at 7:46 PM PDT, our alarms detected cost anomalies but failed to halt the estimated bill generation process or alert our engineering teams. We were alerted to thi
All impacted services have now fully recovered.
We continue to make substantial progress toward resolving the issue affecting estimated cost and usage data displayed in the Billing and Cost Management Console. Our mitigation efforts are working as expected and we are seeing an increasing number of accounts reflecting correct cost and usage data. We expect all affected accounts to be fully recovered by July 19, 12:00 AM PDT. Until the backfill is complete, some customers may still observe incorrect cost and usage data in the Billing and Cost M
We continue to make steady progress toward resolving the issue affecting estimated cost and usage data displayed in the Billing and Cost Management Console. Our efforts to backfill corrected data remain underway, and we expect all affected accounts to be fully recovered by July 19, 12:00 AM PDT. Until the backfill is complete, some customers may still observe incorrect cost and usage data in the Billing and Cost Management Console and Cost and Usage Reports. These estimates do not reflect actual
Our efforts to backfill corrected estimated cost and usage data are still underway. We are progressing slower than anticipated. While we are seeing some accounts recover with correct cost and usage data, we expect all affected accounts to be recovered by July 19 12:00 AM PDT. Until the backfill is complete, some customers may still see incorrect cost and usage data. The displayed billing estimates do not reflect actual usage and charges. There are no customer actions required at this time. We wi
This issue has been resolved, and Claude Fable 5 is available once again without usage credits, as expected.
This incident has been resolved.
This incident has been resolved.
All impacted services have now fully recovered.
AI reliability insights, outage analysis, and infrastructure decision-making.
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A summary of notable cloud and AI provider incidents in March 2026, the patterns they reveal, and what operations teams should watch for going forward.
We compared uptime, incident frequency, and resolution speed for the top AI API providers. Here is what the data shows about OpenAI, Anthropic, Google AI, Mistral, Cohere, and Replicate reliability in 2026.