Replicate vs vLLM:Which is more popular?
In September 2026, Replicate and vLLM were level in searches among LLM inference platforms worldwide, with an estimated 135K branded searches each, at 13.6% of the total each. When we asked ChatGPT and Google AI Overviews about LLM inference platforms, vLLM appeared in four of the five answers and Replicate in one. vLLM was mentioned before Replicate in three out of four answers that named either.
Who do people search for more?
Replicate and vLLM are searched for about as often as each other.
Who does AI mention more?
vLLM, mentioned in 4 of 5 answers, Replicate in 1
Who does AI recommend more?
vLLM, named ahead of Replicate in 3 of 4 answers
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Top LLM inference platforms in ChatGPT and Google AI Overviews
In three ChatGPT questions and two Google AI Overviews, vLLM was mentioned in four out of five: in two of the three ChatGPT answers and in both Google AI Overviews. Replicate was mentioned in one out of five: not in any of the three ChatGPT answers, but in one of the two Google AI Overviews. vLLM was listed before Replicate in three out of four answers that named either.
Most recommended by AI
Brands get a higher ranking if they are mentioned earlier in the answers.
Together AI1st
Groq2nd
OpenAI API3rd
Baseten4th- vLLM5th
Replicate6th
Anyscale–
Mentioned by AI
Each dot is one answer, filled in when that answer mentions the brand.
- Together AI5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
- Groq4 of 5Named in 2 of 3 ChatGPT answersNamed in 2 of 2 Google answers
- vLLM4 of 5Named in 2 of 3 ChatGPT answersNamed in 2 of 2 Google answers
- Baseten3 of 5Named in 3 of 3 ChatGPT answersNamed in 0 of 2 Google answers
- OpenAI API2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
- Replicate1 of 5Named in 0 of 3 ChatGPT answersNamed in 1 of 2 Google answers
- Anyscale0 of 5Named in 0 of 3 ChatGPT answersNamed in 0 of 2 Google answers
See every answer about LLM inference platforms
5 answers
Asked ChatGPT
“Which LLM inference platform should I use?”
Asked ChatGPT
“What are the best LLM inference platforms?”
Asked ChatGPT
“What's the best LLM inference platform for a development team?”
Searched Google, AI Overview
“ai inference platform”
Searched Google, AI Overview
“llm inference platforms”
Not named in any answer:
Brands are shown in the order each answer named them. The survey took place in the United States on October 21, 2026.
Is Replicate or vLLM more popular in search?
This chart shows how often people search Google for Replicate and vLLM by name. Each line represents a brand's share of searches for all eight LLM inference platforms we track, month by month, from English-language searches worldwide.
Share of searches by month for Replicate, vLLM. The figures are in the table below the chart.
View monthly share of searches table
| Month | Groq | OpenAI API | Replicate | vLLM | Together AI | Baseten | Anyscale |
|---|---|---|---|---|---|---|---|
| Oct 2025 | 24.8% | 30.3% | 20.3% | 16.6% | 4.4% | 2.2% | 1.2% |
| Nov 2025 | 24.8% | 30.4% | 20.4% | 16.7% | 4.4% | 2.2% | 1% |
| Dec 2025 | 50.9% | 18.6% | 15.3% | 10.2% | 3.3% | 1.1% | 0.61% |
| Jan 2026 | 31.3% | 25.6% | 20.9% | 14% | 4.5% | 2.8% | 0.84% |
| Feb 2026 | 31% | 31% | 17% | 13.9% | 4.5% | 1.9% | 0.83% |
| Mar 2026 | 31.7% | 31.7% | 14.2% | 14.2% | 5.5% | 1.9% | 0.7% |
| Apr 2026 | 32.6% | 26.7% | 14.6% | 17.8% | 5.7% | 2% | 0.59% |
| May 2026 | 34.9% | 28.5% | 12.8% | 15.6% | 5% | 2.6% | 0.63% |
| Jun 2026 | 35.9% | 24% | 13.2% | 16.1% | 6.2% | 3.9% | 0.79% |
| Jul 2026 | 47.6% | 21.3% | 9.5% | 11.7% | 5.5% | 3.5% | 0.86% |
| Aug 2026 | 41.6% | 22.8% | 12.5% | 12.5% | 5.9% | 3.7% | 0.92% |
| Sep 2026 | 37.1% | 24.8% | 13.6% | 13.6% | 5.3% | 5% | 0.66% |
How has the Replicate and vLLM comparison changed over the last 12 months?
3 findings
- The lead changed hands once in the 12 months ending September 2026: vLLM took it in April 2026.
- Across the 12 months ending September 2026, Replicate’s share of searches among LLM inference platforms worldwide moved from 20.3% to 13.6%, and its estimated monthly branded searches moved from 165K to 135K.
- Across the 12 months ending September 2026, vLLM’s share of searches among LLM inference platforms worldwide moved from 16.6% to 13.6%, and its estimated monthly branded searches held steady at 135K.
How did search popularity change for LLM inference platforms worldwide in September 2026?
2 changes
In September 2026, Replicate gained share of searches among LLM inference platforms worldwide, from 12.5% to 13.6%.
In September 2026, vLLM gained share of searches among LLM inference platforms worldwide, from 12.5% to 13.6%.
How are branded searches counted?
2 search terms
Brandwave collects information about searches that people make online using Replicate’s and vLLM’s names. When viewed over time, estimated search volumes for these branded terms can be used to understand whether interest in the brands is growing, holding steady, or fading.
Other head-to-heads among LLM inference platforms
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