Transparency
Live LLM performance behind GEO analysis
We benchmark perception across models—not vibes. Here are live latency and stability signals from real GEO prompt traffic over the last 7 days.
Numbers refresh from production runs: average response time, tail risk (P95), slow-request rate, and a simple quality score. Use them as context—then run your own GEO on your URL.
Step 1 — Enter your website
Results in ~5 minutes
Live model latency across our GEO runs
Aggregated from real prompt responses over the last 7 days—avg latency, tail risk (P95), and a simple quality score. Useful context before you run your own analysis.
LLM performance (last 7 days)
Weighted by request volume. Compare models we actually use in production GEO workflows.
Average latency by model
| Model | Requests | Avg | P95 | Slow rate | Vs prior week | Score |
|---|---|---|---|---|---|---|
| deepseek / deepseek-v4-flash | 200 | 5975 ms | 8307 ms | 0% | -637 ms | 34 |
| perplexity / sonar | 200 | 7591 ms | 11158 ms | 15% | -1894 ms | 8 |
| gemini / gemini-2.5-flash-lite | 200 | 7825 ms | 23873 ms | 20% | -1520 ms | 0 |
| openai / gpt-4o-mini | 200 | 9226 ms | 13036 ms | 38% | +2027 ms | 0 |
| grok / grok-4-1-fast-non-reasoning | 200 | 12825 ms | 19034 ms | 30% | +3072 ms | 0 |
| anthropic / claude-haiku-4-5 | 200 | 13130 ms | 18353 ms | 73% | -333 ms | 0 |
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FAQ
Short clarifications — positioning and proof live in the sections above.
What does “LLM performance” mean here?+
Latency and stability signals from real GEO prompt responses: average time to answer, P95 tail latency, share of slow responses, and a composite score—broken down by provider and model.
Why show LLM performance publicly?+
GEO depends on model behavior. Transparent throughput signals build trust that analyses run on live infrastructure—not a single cherry-picked answer.
How is the “vs prior week” column computed?+
For each model we compare average latency in the last 7 rolling days to average latency in the 7 days before that. Positive means slower than the prior week.
Does this replace running GEO on my site?+
No—it is operational transparency. Your GEO report still requires your URL and our full interpretation pipeline.
Continue exploring
Relevant pages to go deeper into GEO strategy and platform capabilities.