Traffic & demand
vLLM: market signals, traffic & organic search keywords
Deep-dive traffic snapshot for vLLM: estimated visits and ranks, monthly visit trend, geographic mix, channel mix, and—when available—a full table of top organic keywords (volume, CPC, estimated value). This page will grow with more third-party signals over time.
Market Signals & Traffic
Market signals
High and increasing. vLLM has become the primary search term for 'LLM inference engine' over the last 12 months.
vLLM has effectively won the 'inference engine wars' for production use cases, becoming the default choice for AI startups and enterprises self-hosting models.
Traffic data
Snapshot month
Apr 2026
Estimated visits
1,100,560
Global rank
#34,414
Country rank
#2,992
Category rank
—
Estimated Monthly Visits
Top Countries
Traffic Sources
Top search keywords
Organic demand signals from Similarweb: estimated volume, CPC, and indicative monthly value.
| Keyword | Volume | CPC | Monthly value |
|---|---|---|---|
| vllm | 187,410 | $3.06 | $106,170 |
| vllm qwen3.5 | 4,040 | — | $4,730 |
| vllm gemma4 | 5,040 | — | $3,680 |
| vllm-ascend | 3,050 | — | $2,890 |
| gemma 4 vllm | 3,650 | — | $2,480 |
Data source: Similarweb • Updated 5 months ago