How popular isFireworks AI?
Fireworks AI has no measured branded demand worldwide yet. When we asked both ChatGPT and Google AI Overviews about model fine tuning platforms, Fireworks AI appeared in three of the five answers and was the third most recommended of the nine.
Fireworks AI is not measured in search this month and the third most recommended in AI answers.
Hugging FaceShare of searches 51.9%Mentioned in 5 of 5 AI answersPlace in AI recommendations 2nd
Google Cloud Vertex AIShare of searches 15.6%Mentioned in 2 of 5 AI answersPlace in AI recommendations 6th
UnslothShare of searches 13.7%Mentioned in 3 of 5 AI answersPlace in AI recommendations 5th
Together AIShare of searches 9%Mentioned in 5 of 5 AI answersPlace in AI recommendations 1st
Fireworks AIShare of searches –Mentioned in 3 of 5 AI answersPlace in AI recommendations 3rd
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Top model fine tuning platforms in ChatGPT and Google AI Overviews
In three ChatGPT questions and two Google AI Overviews, Fireworks AI was mentioned in three out of five: in all three ChatGPT answers, but not in either of the two Google AI Overviews. Fireworks AI is the third most recommended of the nine.
Most recommended by AI
Brands get a higher ranking if they are mentioned earlier in the answers.
Mentioned by AI
Each dot is one answer, filled in when that answer mentions the brand.
Hugging Face5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
Together AI5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
Unsloth3 of 5Named in 2 of 3 ChatGPT answersNamed in 1 of 2 Google answers
Fireworks AI3 of 5Named in 3 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Google Cloud Vertex AI2 of 5Named in 1 of 3 ChatGPT answersNamed in 1 of 2 Google answers
Amazon SageMaker2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Anyscale0 of 5Named in 0 of 3 ChatGPT answersNamed in 0 of 2 Google answers- Lamini0 of 5Named in 0 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Predibase0 of 5Named in 0 of 3 ChatGPT answersNamed in 0 of 2 Google answers
See every answer about model fine tuning platforms
5 answers
Asked ChatGPT
“Which model fine tuning platform should I use?”
Asked ChatGPT
“What are the best model fine tuning platforms?”
Asked ChatGPT
“What's the best model fine tuning platform for a machine learning team?”
Searched Google, AI Overview
“llm fine tuning platform”
Searched Google, AI Overview
“ai model fine tuning”
Brands are shown in the order each answer named them. The survey took place in the United States on October 21, 2026.
Which model fine tuning platforms compete with Fireworks AI?
Share of searches by month for Hugging Face, Google Cloud Vertex AI, Unsloth, Together AI, Amazon SageMaker, Fireworks AI. The figures are in the table below the chart.
View monthly share of searches table
| Month | Hugging Face | Google Cloud Vertex AI | Unsloth | Together AI | Amazon SageMaker | Anyscale | Lamini | Predibase | Fireworks AI |
|---|---|---|---|---|---|---|---|---|---|
| Oct 2025 | 45.6% | 25% | 6.8% | 6.7% | 12.2% | 1.8% | 1.5% | 0.3% | — |
| Nov 2025 | 44.7% | 30% | 5.5% | 6.5% | 10.4% | 1.5% | 1.2% | 0.24% | — |
| Dec 2025 | 45.2% | 30.3% | 6.7% | 6.5% | 8.6% | 1.2% | 1.2% | 0.18% | — |
| Jan 2026 | 49.4% | 27.1% | 5% | 7.1% | 8.5% | 1.3% | 1.3% | 0.16% | — |
| Feb 2026 | 44.9% | 30.1% | 5.6% | 7.9% | 8.6% | 1.5% | 1.2% | 0.16% | — |
| Mar 2026 | 43.3% | 28.9% | 8.1% | 9.2% | 7.5% | 1.2% | 1.7% | 0.14% | — |
| Apr 2026 | 47.3% | 25.8% | 10.6% | 8.2% | 6% | 0.85% | 1% | 0.13% | — |
| May 2026 | 47.7% | 26.1% | 8.5% | 8.4% | 6.7% | 1% | 1.3% | 0.14% | — |
| Jun 2026 | 49% | 22% | 8.9% | 10.3% | 6.9% | 1.3% | 1.3% | 0.16% | — |
| Jul 2026 | 51.5% | 18.8% | 9.2% | 11% | 5.9% | 1.7% | 1.7% | 0.17% | — |
| Aug 2026 | 54.6% | 13.4% | 14.6% | 9.5% | 5.1% | 1.5% | 1.2% | 0.11% | — |
| Sep 2026 | 51.9% | 15.6% | 13.7% | 9% | 7.3% | 1.1% | 1.1% | 0.12% | — |
| Rank | Brand | Share of searches | Estimated monthly branded searches | vs prior month | Share change |
|---|---|---|---|---|---|
| 1, held 1st | 51.9% | 301K | -18.2% | -2.6 points | |
| 2, moved from 3rd to 2nd | 15.6% | 90.5K | 0% | +2.2 pointsmoved from 3rd to 2nd | |
| 3, moved from 2nd to 3rd | 13.7% | 79.4K | -19.5% | -0.9 pointsmoved from 2nd to 3rd | |
| 4, held 4th | 9% | 52.4K | -18.3% | -0.5 points | |
| 5, held 5th | 7.3% | 42.4K | +22.5% | +2.2 points | |
| 6, held 6th | 1.1% | 6.6K | -33.3% | -0.3 points | |
| 7, held 7th | 1.1% | 6.6K | -18.5% | -0.1 points | |
| 8, held 8th | 0.12% | 720 | 0% | 0 points | |
| —, not measured this month | — | — | — | — |
51.9%
Held 1st. 301K estimated branded searches, -18.2% vs prior month. Share -2.6 points.
15.6%
Moved from 3rd to 2nd. 90.5K estimated branded searches, 0% vs prior month. Share +2.2 points.
3.
Unsloth13.7%
Moved from 2nd to 3rd. 79.4K estimated branded searches, -19.5% vs prior month. Share -0.9 points.
9%
Held 4th. 52.4K estimated branded searches, -18.3% vs prior month. Share -0.5 points.
7.3%
Held 5th. 42.4K estimated branded searches, +22.5% vs prior month. Share +2.2 points.
6.
Anyscale1.1%
Held 6th. 6.6K estimated branded searches, -33.3% vs prior month. Share -0.3 points.
7.Lamini
1.1%
Held 7th. 6.6K estimated branded searches, -18.5% vs prior month. Share -0.1 points.
0.12%
Held 8th. 720 estimated branded searches, 0% vs prior month. Share 0 points.
—
Not measured this month. — estimated branded searches, — vs prior month. Share —.
Compare popularity between Fireworks AI and its closest rivals
How did search popularity change for model fine tuning platforms worldwide in September 2026?
6 changes

In September 2026, Google Cloud Vertex AI overtook Unsloth to rank 2nd among model fine tuning platforms worldwide, with 15.6% of the searches.

In September 2026, Amazon SageMaker gained share of searches among model fine tuning platforms worldwide, from 5.1% to 7.3%.

In September 2026, Hugging Face lost share of searches among model fine tuning platforms worldwide, from 54.6% to 51.9%.

In September 2026, Unsloth lost share of searches among model fine tuning platforms worldwide, from 14.6% to 13.7%.

Estimated monthly branded searches for Together AI worldwide rose 45.6% over 12 measured months, from 36K to 52.4K in September 2026.

Estimated monthly branded searches for Predibase worldwide fell 55% over 12 measured months, from 1.6K to 720 in September 2026.
How are Fireworks AI’s branded searches counted?
1 search term
Brandwave collects information about searches that people make online using Fireworks AI’s name. When viewed over time, estimated search volumes for this branded term can be used to understand whether interest in the brand is growing, holding steady, or fading.
- fireworks ai
Do you work for Fireworks AI? To request corrections or removal please contact us via our support page and we will be happy to assist.
Where does Fireworks AI compete?
| Competitor set | Rank | Share of searches | Ranking |
|---|---|---|---|
| LLM inference platforms | — | — | Show ranking |
| Model fine tuning platforms | — | — | Shown above |

Is Fireworks AI your brand?
Put your own campaigns, spend and outcomes next to this demand line, so you can see which of your marketing lined up with the movements above.