Google Gemini and Together AI both serve as critical AI inference platforms, yet their reliability profiles diverge significantly. During the week of 20 April 2026, Gemini achieved 96.35% uptime with an average response time of 123ms, while Together AI maintained perfect 100% uptime with a 273ms average response time. This report examines the tradeoffs between these two providers based on Uptrue's independent monitoring data.
- Together AI achieved 100% uptime with zero incidents; Gemini recorded 96.35% uptime with 2 incidents totaling 695 minutes of downtime
- Gemini responds 55% faster on average (123ms vs 273ms), a meaningful difference for latency-sensitive applications
- Together AI experienced zero downtime events during the monitoring period, while Gemini's incidents resulted in cumulative service unavailability
- Gemini's speed advantage must be weighed against Together AI's superior availability for mission-critical workloads
Uptime This Week
Together AI delivered perfect 100% availability throughout the monitoring week, while Gemini's 96.35% uptime reflects service disruptions that impacted customer operations. The 3.65 percentage-point gap represents material downtime risk for applications requiring high consistency. Gemini's performance deficit stems entirely from two distinct incidents during the period.
Response Time
Gemini averaged 123ms response latency, outperforming Together AI's 273ms by a substantial margin. For time-sensitive inference workloads, Gemini's 150ms speed advantage per request translates to meaningful user experience improvements. Together AI's slower response times may reflect architectural differences or routing complexity, though this does not correlate with its perfect availability record.
Incidents & Downtime
Gemini experienced 2 incidents during the week, resulting in 695 minutes (approximately 11.6 hours) of cumulative downtime. Together AI recorded zero incidents and zero minutes of downtime, indicating fundamentally different operational stability profiles. The concentration of Gemini's downtime into discrete events suggests incident-driven rather than continuous reliability issues.
Which Should You Choose?
Choose Together AI for applications where guaranteed availability is non-negotiable, particularly for customer-facing features or production inference pipelines. Select Gemini only when sub-150ms latency is a hard requirement and brief outages are tolerable, or implement failover logic between both providers to capture speed and reliability simultaneously.
All uptime, response time, and incident data is collected by Uptrue's independent monitoring infrastructure. HTTP checks run every 5 minutes. An incident is recorded only after 2+ consecutive failed checks. Uptrue is not affiliated with any monitored service. For corrections: reports@uptrue.io