AI Chat Assistants · 2026 reliability ranking

Most Reliable AI Chat Assistants (2026)

We ranked 10 AI chat assistants by real-world reliability over the last 90 days, using 157 status page incidents and our own around-the-clock uptime checks. Many small businesses now draft emails, proposals, support replies and research in an AI chat assistant, so when the service goes down that work stalls or goes back to being done by hand. Outages in these services are frequent and often partial: one model, file uploads, voice mode or login can fail while the rest keeps working. Standard plans rarely come with an uptime commitment, so a vendor's incident history is the best guide to how often your team will be left waiting.

Last updated Nov 1, 2026 · How we score

Most reliable AI chat assistant: Gemini (score 88.0/100). Highest uptime: DeepSeek Chat (100%). Fewest incidents: Gemini (1 in 90 days). Fastest to resolve: Grok (avg 1h 19m).
#VendorScoreUptime (90d)IncidentsAvg resolveTransparencyStatus now
1GeminiGemini is Google's AI chat assistant, available on the web and mobile and included in Google Workspace business plans.88.099.94%17h 22m100/100Operational
2PerplexityPerplexity is an AI answer engine and chat assistant that cites web sources, with free, Pro and Enterprise plans.84.099.83%8 (3 major)1h 19m100/100Operational
3GrokGrok is the AI chat assistant from xAI, available at grok.com, in mobile apps and inside X.83.499.77%4 (4 major)1h 19m100/100Operational
4DeepSeek ChatDeepSeek Chat is the free web and mobile chat assistant from Chinese AI company DeepSeek.77.3100%20 (4 major)—100/100Operational
5PiPi is a conversational AI assistant from Inflection AI.57.099.01%1 (1 major)21h 11m100/100Operational
6ClaudeClaude is Anthropic's AI chat assistant, available at claude.ai and in desktop and mobile apps with free and paid individual, team and enterprise plans.56.999.25%39 (21 major)1h 24m100/100Operational
7ChatGPTChatGPT is OpenAI's AI chat assistant, available on the web, desktop and mobile apps with free and paid individual, team and enterprise plans.32.296.84%84 (9 major)6h 19m100/100Operational

AI Chat Assistants reliability at a glance

  • Across the 7 ranked AI chat assistants, average 90-day uptime is 99.23%. Reliability scores range from 88.0 (Gemini) to 32.2 (ChatGPT).
  • Together they published 157 incidents in the last 90 days, 42 of them partial or major outages.
  • The typical vendor takes 3h 52m to resolve an incident. Grok is fastest, at 1h 19m on average.
  • ChatGPT reported the most incidents (84 in 90 days).

What to check before you choose a AI chat assistant

  • Look at which parts of the assistant fail most often. Login and conversation errors stop all work; a problem with one model, voice mode or image generation can usually be worked around.
  • Keep a second assistant set up and signed in. Switching tools is the only failover most chat assistants offer, and it's easier if your prompts and files live outside the chat.
  • Check how long incidents last, not just how many there are. Short error spikes are routine for AI services; multi-hour outages during your working day are what cost you time.
  • If your team relies on it every day, ask whether a business plan includes an uptime commitment or priority access at busy times, and subscribe to the status page.

90-day uptime history

Each bar is one day. Hover a bar for that day's uptime and incidents.

1. Gemini

99.94% uptime · 1 incidents · avg resolve 7h 22m
Aug 4, 2026 – Sep 10, 2026: no incidentsSep 11, 2026: 95.39% uptime, 1 incident (Degraded performance)Sep 12, 2026 – Nov 1, 2026: no incidents
90 days ago99.948% average daily uptimeToday

2. Perplexity

99.83% uptime · 8 incidents · avg resolve 1h 19m
Aug 4, 2026 – Aug 5, 2026: no incidentsAug 6, 2026: 97.78% uptime, 1 incident (Degraded performance)Aug 7, 2026 – Aug 10, 2026: no incidentsAug 11, 2026: 99.94% uptime, 1 incident (Degraded performance)Aug 12, 2026: no incidentsAug 13, 2026: 95.53% uptime, 1 incident (Major outage)Aug 14, 2026: 99.40% uptime, 1 incident (Degraded performance)Aug 15, 2026 – Sep 2, 2026: no incidentsSep 3, 2026: 97.25% uptime, 1 incident (Major outage)Sep 4, 2026: no incidentsSep 5, 2026: 95.17% uptime, 1 incident (Partial outage)Sep 6, 2026 – Oct 8, 2026: no incidentsOct 9, 2026: 99.61% uptime, 1 incident (Degraded performance)Oct 10, 2026 – Nov 1, 2026: no incidents
90 days ago99.830% average daily uptimeToday

3. Grok

99.77% uptime · 4 incidents · avg resolve 1h 19m
Aug 4, 2026 – Sep 2, 2026: no incidentsSep 3, 2026: 84.77% uptime, 1 incident (Major outage)Sep 4, 2026 – Sep 21, 2026: no incidentsSep 22, 2026: 98.20% uptime, 1 incident (Major outage)Sep 23, 2026 – Oct 6, 2026: no incidentsOct 7, 2026: 99.59% uptime, 1 incident (Major outage)Oct 8, 2026 – Oct 29, 2026: no incidentsOct 30, 2026: 97.80% uptime, 1 incident (Partial outage)Oct 31, 2026 – Nov 1, 2026: no incidents
90 days ago99.782% average daily uptimeToday

4. DeepSeek Chat

100% uptime · 20 incidents · avg resolve —
Aug 4, 2026 – Aug 6, 2026: no incidentsAug 7, 2026: 100% uptime, 1 incident (Degraded performance)Aug 8, 2026 – Aug 13, 2026: no incidentsAug 14, 2026: 100% uptime, 2 incidents (Degraded performance)Aug 15, 2026 – Aug 17, 2026: no incidentsAug 18, 2026: 100% uptime, 1 incident (Degraded performance)Aug 19, 2026: 100% uptime, 1 incident (Degraded performance)Aug 20, 2026: no incidentsAug 21, 2026: 100% uptime, 1 incident (Degraded performance)Aug 22, 2026 – Sep 1, 2026: no incidentsSep 2, 2026: 100% uptime, 1 incident (Major outage)Sep 3, 2026 – Sep 13, 2026: no incidentsSep 14, 2026: 100% uptime, 1 incident (Major outage)Sep 15, 2026: 100% uptime, 2 incidents (Degraded performance)Sep 16, 2026: no incidentsSep 17, 2026: 100% uptime, 1 incident (Degraded performance)Sep 18, 2026 – Sep 19, 2026: no incidentsSep 20, 2026: 100% uptime, 1 incident (Degraded performance)Sep 21, 2026 – Sep 22, 2026: no incidentsSep 23, 2026: 100% uptime, 2 incidents (Degraded performance)Sep 24, 2026 – Sep 30, 2026: no incidentsOct 1, 2026: 100% uptime, 1 incident (Degraded performance)Oct 2, 2026 – Oct 7, 2026: no incidentsOct 8, 2026: 100% uptime, 1 incident (Degraded performance)Oct 9, 2026 – Oct 11, 2026: no incidentsOct 12, 2026: 100% uptime, 2 incidents (Major outage)Oct 13, 2026 – Oct 14, 2026: no incidentsOct 15, 2026: 100% uptime, 1 incident (Major outage)Oct 16, 2026 – Oct 19, 2026: no incidentsOct 20, 2026: 100% uptime, 1 incident (Degraded performance)Oct 21, 2026 – Nov 1, 2026: no incidents
90 days ago100% average daily uptimeToday

5. Pi

99.01% uptime · 1 incidents · avg resolve 21h 11m
Aug 4, 2026 – Oct 21, 2026: no incidentsOct 22, 2026: 90.37% uptime, 1 incident (Major outage)Oct 23, 2026: 21.34% uptime, 1 incident (Major outage)Oct 24, 2026 – Nov 1, 2026: no incidents
90 days ago99.019% average daily uptimeToday

6. Claude

99.25% uptime · 39 incidents · avg resolve 1h 24m
Aug 4, 2026: no dataAug 5, 2026: 95.32% uptime, 2 incidents (Degraded performance)Aug 6, 2026 – Aug 11, 2026: no incidentsAug 12, 2026: 97.32% uptime, 1 incident (Degraded performance)Aug 13, 2026: 96.70% uptime, 1 incident (Partial outage)Aug 14, 2026: 99.90% uptime, 1 incident (Partial outage)Aug 15, 2026: 99.04% uptime, 1 incident (Partial outage)Aug 16, 2026: 97.52% uptime, 1 incident (Major outage)Aug 17, 2026: 99.03% uptime, 1 incident (Degraded performance)Aug 18, 2026: 98.31% uptime, 1 incident (Degraded performance)Aug 19, 2026: 99.16% uptime, 1 incident (Degraded performance)Aug 20, 2026: 98.78% uptime, 2 incidents (Partial outage)Aug 21, 2026 – Aug 23, 2026: no incidentsAug 24, 2026: 92.72% uptime, 3 incidents (Partial outage)Aug 25, 2026 – Aug 30, 2026: no incidentsAug 31, 2026: 98.91% uptime, 2 incidents (Degraded performance)Sep 1, 2026: 99.15% uptime, 2 incidents (Degraded performance)Sep 2, 2026: 99.08% uptime, 1 incident (Partial outage)Sep 3, 2026: 93.19% uptime, 2 incidents (Partial outage)Sep 4, 2026 – Sep 10, 2026: no incidentsSep 11, 2026: 99.39% uptime, 1 incident (Partial outage)Sep 12, 2026 – Sep 14, 2026: no incidentsSep 15, 2026: 97.00% uptime, 1 incident (Partial outage)Sep 16, 2026 – Sep 21, 2026: no incidentsSep 22, 2026: 96.59% uptime, 1 incident (Partial outage)Sep 23, 2026 – Sep 28, 2026: no incidentsSep 29, 2026: 95.63% uptime, 1 incident (Partial outage)Sep 30, 2026 – Oct 4, 2026: no incidentsOct 5, 2026: 99.44% uptime, 1 incident (Partial outage)Oct 6, 2026: 99.35% uptime, 1 incident (Partial outage)Oct 7, 2026 – Oct 20, 2026: no incidentsOct 21, 2026: 99.58% uptime, 1 incident (Degraded performance)Oct 22, 2026: 97.32% uptime, 1 incident (Degraded performance)Oct 23, 2026: 98.45% uptime, 1 incident (Major outage)Oct 24, 2026: 97.74% uptime, 3 incidents (Major outage)Oct 25, 2026: 95.42% uptime, 2 incidents (Partial outage)Oct 26, 2026: no incidentsOct 27, 2026: 97.10% uptime, 2 incidents (Partial outage)Oct 28, 2026: 96.51% uptime, 2 incidents (Degraded performance)Oct 29, 2026 – Nov 1, 2026: no incidents
90 days ago99.256% average daily uptimeToday

7. ChatGPT

96.84% uptime · 84 incidents · avg resolve 6h 19m
Aug 4, 2026: 98.31% uptime, 1 incident (Degraded performance)Aug 5, 2026: 94.71% uptime, 3 incidents (Degraded performance)Aug 6, 2026 – Aug 9, 2026: no incidentsAug 10, 2026: 93.30% uptime, 2 incidents (Degraded performance)Aug 11, 2026: 96.22% uptime, 4 incidents (Degraded performance)Aug 12, 2026: no incidentsAug 13, 2026: 93.80% uptime, 2 incidents (Degraded performance)Aug 14, 2026 – Aug 17, 2026: no incidentsAug 18, 2026: 99.78% uptime, 1 incident (Degraded performance)Aug 19, 2026: no incidentsAug 20, 2026: 97.62% uptime, 2 incidents (Degraded performance)Aug 21, 2026: 96.68% uptime, 1 incident (Degraded performance)Aug 22, 2026 – Aug 26, 2026: no incidentsAug 27, 2026: 97.35% uptime, 1 incident (Degraded performance)Aug 28, 2026 – Aug 30, 2026: no incidentsAug 31, 2026: 88.75% uptime, 1 incident (Partial outage)Sep 1, 2026: 99.77% uptime, 1 incident (Degraded performance)Sep 2, 2026: 99.67% uptime, 1 incident (Degraded performance)Sep 3, 2026: 98.39% uptime, 2 incidents (Partial outage)Sep 4, 2026: 97.64% uptime, 1 incident (Degraded performance)Sep 5, 2026 – Sep 7, 2026: no incidentsSep 8, 2026: 95.34% uptime, 2 incidents (Degraded performance)Sep 9, 2026: 98.80% uptime, 2 incidents (Degraded performance)Sep 10, 2026: 91.19% uptime, 3 incidents (Degraded performance)Sep 11, 2026: 93.74% uptime, 2 incidents (Degraded performance)Sep 12, 2026: 98.77% uptime, 1 incident (Degraded performance)Sep 13, 2026: 98.55% uptime, 2 incidents (Degraded performance)Sep 14, 2026: 88.72% uptime, 3 incidents (Degraded performance)Sep 15, 2026: 97.57% uptime, 2 incidents (Degraded performance)Sep 16, 2026: 99.47% uptime, 1 incident (Degraded performance)Sep 17, 2026: 96.27% uptime, 2 incidents (Partial outage)Sep 18, 2026: 98.50% uptime, 3 incidents (Degraded performance)Sep 19, 2026: 95.07% uptime, 2 incidents (Degraded performance)Sep 20, 2026 – Sep 21, 2026: no incidentsSep 22, 2026: 99.02% uptime, 2 incidents (Degraded performance)Sep 23, 2026: 99.31% uptime, 2 incidents (Degraded performance)Sep 24, 2026: 99.51% uptime, 1 incident (Degraded performance)Sep 25, 2026 – Sep 28, 2026: no incidentsSep 29, 2026: 96.13% uptime, 2 incidents (Degraded performance)Sep 30, 2026: 85.00% uptime, 3 incidents (Degraded performance)Oct 1, 2026: 83.70% uptime, 3 incidents (Partial outage)Oct 2, 2026: 88.82% uptime, 2 incidents (Degraded performance)Oct 3, 2026 – Oct 4, 2026: no incidentsOct 5, 2026: 89.41% uptime, 5 incidents (Degraded performance)Oct 6, 2026: 93.31% uptime, 7 incidents (Degraded performance)Oct 7, 2026: 76.97% uptime, 4 incidents (Partial outage)Oct 8, 2026: 99.02% uptime, 1 incident (Degraded performance)Oct 9, 2026: 91.50% uptime, 3 incidents (Partial outage)Oct 10, 2026: 84.35% uptime, 2 incidents (Partial outage)Oct 11, 2026: 85.00% uptime, 1 incident (Degraded performance)Oct 12, 2026: 89.97% uptime, 1 incident (Degraded performance)Oct 13, 2026: 94.72% uptime, 1 incident (Degraded performance)Oct 14, 2026: 93.88% uptime, 2 incidents (Degraded performance)Oct 15, 2026: 81.43% uptime, 2 incidents (Partial outage)Oct 16, 2026: 93.28% uptime, 1 incident (Degraded performance)Oct 17, 2026 – Oct 18, 2026: no incidentsOct 19, 2026: 99.56% uptime, 1 incident (Degraded performance)Oct 20, 2026: 97.91% uptime, 1 incident (Partial outage)Oct 21, 2026: 99.35% uptime, 1 incident (Degraded performance)Oct 22, 2026: 94.61% uptime, 2 incidents (Degraded performance)Oct 23, 2026: 99.47% uptime, 3 incidents (Degraded performance)Oct 24, 2026 – Oct 29, 2026: no incidentsOct 30, 2026: 99.00% uptime, 1 incident (Degraded performance)Oct 31, 2026 – Nov 1, 2026: no incidents
90 days ago96.871% average daily uptimeToday

Being tracked (not ranked yet)

These vendors join the ranking once we have enough evidence: at least 14 days of data, and for vendors with a quiet status page (silent for a year, or for 90 days while their competitors report several incidents), 30 days of our own independent monitoring.

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Frequently asked questions

What is the most reliable AI chat assistant?

Based on the last 90 days of data, Gemini is the most reliable AI chat assistant we track, with a reliability score of 88.0/100 and 99.94% uptime.

How do you measure AI chat assistant reliability?

We poll each vendor's public status page every few minutes, record every incident, and run our own uptime checks against each vendor's login and customer-facing pages. Uptime (40%), incident frequency (20%), average time to resolve (20%) and transparency (20%) combine into one score out of 100.

How often are these rankings updated?

Continuously. Status pages and uptime checks run every five minutes and scores are recalculated several times an hour.

Can vendors pay to rank higher?

No. Sponsored placements are clearly labelled, shown separately from the rankings and never change a vendor's score.