Arize vs Langfuse:Which is more popular?
In September 2026, Langfuse had more branded searches than Arize among model monitoring platforms worldwide. Langfuse had about 110,000 branded searches, while Arize had 12,100. Langfuse made up 53.5% of all model monitoring platform searches we track, and Arize accounted for 5.9%. When we asked ChatGPT and Google AI Overviews about model monitoring platforms, Arize appeared in all five answers and Langfuse in two. Arize and Langfuse were each mentioned first in two of the four answers.
Who do people search for more?
Langfuse, about 9 searches for every 1 for Arize
Who does AI mention more?
Arize, mentioned in every answer we collected
Who does AI recommend more?
Each is named first in 2 of 4 answers.
Follow Arize vs Langfuse and get free monthly updates on what changed
By continuing you'll get index updates and occasional product news from Brandwave. Unsubscribe any time. Privacy
Top model monitoring platforms in ChatGPT and Google AI Overviews
In three ChatGPT questions and two Google AI Overviews, Arize appeared in all five answers. 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. Arize and Langfuse were each listed first in two of the four answers.
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.
Is Arize or Langfuse more popular in search?
This chart shows how often people search Google for Arize and Langfuse by name. Each line represents a brand's share of searches for all nine model monitoring platforms we track, month by month, from English-language searches worldwide.
Share of searches by month for Langfuse, 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% |
How has the Arize and Langfuse comparison changed over the last 12 months?
3 findings
- Langfuse was ahead of Arize in every measured month of the 12 months ending September 2026.
- Across the 12 months ending September 2026, Arize’s share of searches among model monitoring platforms worldwide moved from 5.8% to 5.9%, and its estimated monthly branded searches moved from 9.9K to 12.1K.
- Across the 12 months ending September 2026, Langfuse’s share of searches among model monitoring platforms worldwide moved from 43.5% to 53.5%, and its estimated monthly branded searches moved from 74K to 110K.
How did search popularity change for model monitoring platforms worldwide in September 2026?
2 changes
In September 2026, Langfuse gained share of searches among model monitoring platforms worldwide, from 52.7% to 53.5%.
In September 2026, Arize lost share of searches among model monitoring platforms worldwide, from 7.1% to 5.9%.
How are branded searches counted?
2 search terms
Brandwave collects information about searches that people make online using Arize’s and Langfuse’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 model monitoring platforms
Put your own brand in this comparison
Brandwave tracks your branded demand next to the rival you actually watch, with your campaigns, spend and outcomes on the same timeline.