How popular isLangfuse?
In September 2026, people searched for Langfuse by name about 110,000 times worldwide, a 48.6% increase from the previous year. These searches made up 53.5% of all global model monitoring platform searches, placing Langfuse first out of nine platforms. When we asked both ChatGPT and Google AI Overviews about model monitoring platforms, Langfuse appeared in two of the five answers and was the second most recommended of the nine.
Langfuse is the most searched of 9 competitors and the second most recommended in AI answers.
LangfuseShare of searches 53.5%Mentioned in 2 of 5 AI answersPlace in AI recommendations 2nd
LangSmithShare of searches 36%Mentioned in 2 of 5 AI answersPlace in AI recommendations 3rd
ArizeShare of searches 5.9%Mentioned in 5 of 5 AI answersPlace in AI recommendations 1st
BraintrustShare of searches 1.4%Mentioned in 2 of 5 AI answersPlace in AI recommendations 6th
EvidentlyShare of searches 1.2%Mentioned in 5 of 5 AI answersPlace in AI recommendations 4th
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Top model monitoring platforms in ChatGPT and Google AI Overviews
In three ChatGPT questions and two Google AI Overviews, Langfuse was mentioned in two out of five: in two of the three ChatGPT answers, but not in either of the two Google AI Overviews. Langfuse is the second most recommended of the nine.
Most recommended by AI
Brands get a higher ranking if they are mentioned earlier in the answers.
Arize1st
Langfuse2nd
LangSmith3rd
Evidently4th
Fiddler5th
Braintrust6th
Datadog LLM Observability7th- WhyLabs8th
NannyML–
Mentioned by AI
Each dot is one answer, filled in when that answer mentions the brand.
Arize5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
Evidently5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
Fiddler4 of 5Named in 2 of 3 ChatGPT answersNamed in 2 of 2 Google answers
Langfuse2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
LangSmith2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Braintrust2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Datadog LLM Observability2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers- WhyLabs2 of 5Named in 1 of 3 ChatGPT answersNamed in 1 of 2 Google answers
NannyML0 of 5Named in 0 of 3 ChatGPT answersNamed in 0 of 2 Google answers
See every answer about model monitoring platforms
5 answers
Asked ChatGPT
“Which model monitoring platform should I use?”
Asked ChatGPT
“What are the best model monitoring platforms?”
Asked ChatGPT
“What's the best model monitoring platform for machine learning models?”
Searched Google, AI Overview
“model monitoring platforms”
Searched Google, AI Overview
“ml model monitoring”
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.
Which model monitoring platforms compete with Langfuse?
Share of searches by month for Langfuse, LangSmith, Arize. The figures are in the table below the chart.
View monthly share of searches table
| Month | Langfuse | LangSmith | Arize | Braintrust | Evidently | Fiddler | Datadog LLM Observability | WhyLabs | NannyML |
|---|---|---|---|---|---|---|---|---|---|
| Oct 2025 | 43.5% | 43.5% | 5.8% | 0.94% | 2.1% | 1.7% | 1.4% | 0.76% | 0.35% |
| Nov 2025 | 44.2% | 44.2% | 4.8% | 0.95% | 2.1% | 1.7% | 1.1% | 0.6% | 0.29% |
| Dec 2025 | 43.8% | 43.8% | 5.9% | 1.1% | 2.1% | 1.4% | 1.1% | 0.59% | 0.23% |
| Jan 2026 | 48.4% | 39.6% | 5.3% | 1.6% | 1.6% | 1.9% | 1% | 0.53% | 0.21% |
| Feb 2026 | 48.2% | 39.4% | 5.3% | 1.3% | 1.9% | 1.9% | 1.3% | 0.53% | 0.26% |
| Mar 2026 | 48.8% | 40.1% | 4.4% | 0.84% | 2% | 2% | 1.3% | 0.44% | 0.21% |
| Apr 2026 | 49.1% | 40.4% | 4.4% | 1.1% | 2% | 1.6% | 0.85% | 0.39% | 0.21% |
| May 2026 | 49% | 40.3% | 5.4% | 1.1% | 1.3% | 1.3% | 1.1% | 0.45% | 0.17% |
| Jun 2026 | 49.6% | 40.8% | 4.5% | 1.1% | 1.3% | 1.1% | 1.1% | 0.4% | 0.18% |
| Jul 2026 | 49.7% | 40.9% | 4.5% | 1.1% | 1.3% | 1.3% | 0.59% | 0.45% | 0.18% |
| Aug 2026 | 52.7% | 35.5% | 7.1% | 1.4% | 1.2% | 1.2% | 0.48% | 0.35% | 0.15% |
| Sep 2026 | 53.5% | 36% | 5.9% | 1.4% | 1.2% | 1.2% | 0.43% | 0.23% | 0.16% |
| Rank | Brand | Share of searches | Estimated monthly branded searches | vs prior month | Share change |
|---|---|---|---|---|---|
| 1, held 1st | 53.5% | 110K | 0% | +0.8 points | |
| 2, held 2nd | 36% | 74K | 0% | +0.5 points | |
| 3, held 3rd | 5.9% | 12.1K | -18.2% | -1.2 points | |
| 4, held 4th | 1.4% | 2.9K | 0% | 0 points | |
| 5, held 5th | 1.2% | 2.4K | 0% | 0 points | |
| 6, held 6th | 1.2% | 2.4K | 0% | 0 points | |
| 7, held 7th | 0.43% | 880 | -12% | -0.1 points | |
| 8, held 8th | 0.23% | 480 | -33.3% | -0.1 points | |
| 9, held 9th | 0.16% | 320 | 0% | 0 points |
1.
Langfuse53.5%
Held 1st. 110K estimated branded searches, 0% vs prior month. Share +0.8 points.
36%
Held 2nd. 74K estimated branded searches, 0% vs prior month. Share +0.5 points.
3.
Arize5.9%
Held 3rd. 12.1K estimated branded searches, -18.2% vs prior month. Share -1.2 points.
1.4%
Held 4th. 2.9K estimated branded searches, 0% vs prior month. Share 0 points.
1.2%
Held 5th. 2.4K estimated branded searches, 0% vs prior month. Share 0 points.
6.
Fiddler1.2%
Held 6th. 2.4K estimated branded searches, 0% vs prior month. Share 0 points.
0.43%
Held 7th. 880 estimated branded searches, -12% vs prior month. Share -0.1 points.
8.WhyLabs
0.23%
Held 8th. 480 estimated branded searches, -33.3% vs prior month. Share -0.1 points.
9.
NannyML0.16%
Held 9th. 320 estimated branded searches, 0% vs prior month. Share 0 points.
Compare popularity between Langfuse and its closest rivals
Every comparison with Langfuse
21 comparisons
- DVC vs Langfuse
- Langfuse vs LangSmith
- Langfuse vs Weights & Biases
- Langfuse vs MLflow
- Langfuse vs Promptfoo
- Arize Phoenix vs Langfuse
- Arize vs Langfuse
- Helicone vs Langfuse
- Langfuse vs Patronus AI
- Langfuse vs Lunary
- Braintrust vs Langfuse
- Evidently vs Langfuse
- Fiddler vs Langfuse
- Langfuse vs PromptLayer
- Langfuse vs Neptune
- Humanloop vs Langfuse
- Comet vs Langfuse
- Datadog LLM Observability vs Langfuse
- ClearML vs Langfuse
- Langfuse vs WhyLabs
- Langfuse vs NannyML
How has branded search demand for Langfuse changed worldwide over the last 12 months?
2 findings
- Across the 12 months ending September 2026, estimated monthly branded searches for Langfuse worldwide rose from 74K to 110K.
- Across the 12 months ending September 2026, Langfuse’s share of searches among model monitoring platforms worldwide increased from 43.5% to 53.5%.
How did search popularity change for model monitoring platforms worldwide in September 2026?
6 changes

In September 2026, Langfuse gained share of searches among model monitoring platforms worldwide, from 52.7% to 53.5%.

In September 2026, LangSmith gained share of searches among model monitoring platforms worldwide, from 35.5% to 36%.

In September 2026, Arize lost share of searches among model monitoring platforms worldwide, from 7.1% to 5.9%.

Datadog LLM Observability’s share of searches among model monitoring platforms worldwide has lost ground for 3 months in a row, from 1.1% to 0.43% in September 2026.

Estimated monthly branded searches for Braintrust worldwide rose 81.3% over 12 measured months, from 1.6K to 2.9K in September 2026.
Estimated monthly branded searches for WhyLabs worldwide fell 63.1% over 12 measured months, from 1.3K to 480 in September 2026.
How are Langfuse’s branded searches counted?
1 search term
Brandwave collects information about searches that people make online using Langfuse’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.
- langfuse
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Where does Langfuse compete?
| Competitor set | Rank | Share of searches | Ranking |
|---|---|---|---|
| Experiment tracking platforms | 2nd of 8 | 16.8% | Show ranking |
| AI evaluation platforms | 1st of 7 | 39.8% | Show ranking |
| LLM observability platforms | 1st of 8 | 42.3% | Show ranking |
| Prompt management platforms | 1st of 7 | 50.8% | Show ranking |
| Model monitoring platforms | 1st of 9 | 53.5% | Shown above |

Is Langfuse 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.