External-first evidence · near-real-time source measurements and periodic public benchmarks. AI Fast Now direct measurements are historical; paid emergency verification is OFF by default.
Official app and API status are separate from independent performance measurements.
Historical direct API checks, with their original timestamps and origins. Consumer apps may behave differently. How we measure.
AI Fast Now Direct Measurement · historical
Paid direct verification is on operator-authorized emergency standby. Original model, origin and health-v1 workload remain separate from external routes.
AI Fast Now Direct Measurement · historical
Paid direct verification is on operator-authorized emergency standby. Original model, origin and health-v1 workload remain separate from external routes.
AI Fast Now Direct Measurement · historical
Paid direct verification is on operator-authorized emergency standby. Original model, origin and health-v1 workload remain separate from external routes.
Normal paid measurement is paused; emergency verification requires operator authorization. No visitor action starts a provider call.
26 catalog models: 14 with near-real-time external evidence, 3 with periodic public benchmarks, 9 without a verified current external source. API measurements are separate from official status.
Independent model-route performance evidence.
Loading regional observations…
ChatGPTChecking
ClaudeChecking
GeminiCheckingChecking verified public snapshots
A validated score needs more comparable observations.
Your local time zone
Outline marks your local time, not performanceDistributed observations and held-out validation are required.
| Model | Monitoring | Latest TTFT | State / last measured |
|---|---|---|---|
| GPT-6 Astra | — | — | Collecting first measurement |
| GPT-6.1 Sol | — | — | Collecting first measurement |
| GPT-6 Luna | — | — | Collecting first measurement |
| GPT-6 SolPrevious generation | — | — | Collecting first measurement |
| GPT-5.6 SolPrevious generation | — | — | Collecting first measurement |
| GPT-5.6 TerraPrevious generation | — | — | Collecting first measurement |
| GPT-5.6 LunaPrevious generation | — | — | Collecting first measurement |
| Model | Monitoring | Latest TTFT | State / last measured |
|---|---|---|---|
| Claude Fable 5.1 | — | — | Collecting first measurement |
| Claude Opus 5.5 | — | — | Collecting first measurement |
| Claude Sonnet 5.5 | — | — | Collecting first measurement |
| Claude Haiku 4.5 | — | — | Collecting first measurement |
| Claude Fable 5Previous generation | — | — | Collecting first measurement |
| Claude Opus 5Previous generation | — | — | Collecting first measurement |
| Claude Sonnet 5Previous generation | — | — | Collecting first measurement |
| Claude Sonnet 4.5Previous generation | — | — | Collecting first measurement |
| Model | Monitoring | Latest TTFT | State / last measured |
|---|---|---|---|
| Gemini 3.8 Flash | — | — | Collecting first measurement |
| Gemini 3.5 Flash-Lite | — | — | Collecting first measurement |
| Gemini 3.7 FlashPrevious generation | — | — | Collecting first measurement |
| Gemini 3.6 FlashPrevious generation | — | — | Collecting first measurement |
| Gemini 3.5 FlashPrevious generation | — | — | Collecting first measurement |
| Gemini 3.1 Flash-LitePrevious generation | — | — | Collecting first measurement |
| Gemini 2.5 ProPrevious generation | — | — | Collecting first measurement |
| Gemini 2.5 FlashPrevious generation | — | — | Collecting first measurement |
| Gemini 2.5 Flash-LitePrevious generation | — | — | Collecting first measurement |
| Gemini 3.1 Pro Preview | — | — | Collecting first measurement |
| Gemini 3 Flash Preview | — | — | Collecting first measurement |
Verified observations appear as they arrive. Gaps stay visible; missing hours are never estimated.
Individual observations · one source, route and workload · gaps remain visible. No interpolation or provider ranking.
Historical direct readings · normal paid measurement paused
| Region | OpenAI | Anthropic | Google | State |
|---|---|---|---|---|
| N. VirginiaChecking snapshot | — | — | — | Checking |
| OregonChecking snapshot | — | — | — | Checking |
| SeoulChecking snapshot | — | — | — | Checking |
Direct origins remain distinct from external provider routes. Coverage is not a claim about consumer app status.
Verified snapshot refreshes. All times local.
Possible factors, not a diagnosis of current conditions.
Distance and routing add travel time.
Prompt length and reasoning affect work.
Rate limits or incidents can delay a request.
Methods and measurement limits for everyday AI work.
Browser-to-site response time only. This does not call or test an AI model.