--- title: "Arize Phoenix vs Datadog LLM Observability: Which is searched more?" description: "Is Arize Phoenix or Datadog LLM Observability more popular in search? Compare estimated monthly branded-search demand and Share of Search inside the LLM observability platforms set worldwide. Branded searches tell you how often people look for a brand by name or related terms. Comparing these searches across competitors helps you see how popular each brand is over time." canonical: "https://gobrandwave.com/demand/global-en/compare/arize-phoenix-vs-datadog-llm" publisher: "Brandwave" --- # Arize Phoenix vs Datadog LLM Observability: Which is searched more? Is Arize Phoenix or Datadog LLM Observability more popular in search? Compare estimated monthly branded-search demand and Share of Search inside the LLM observability platforms set worldwide. Branded searches tell you how often people look for a brand by name or related terms. Comparing these searches across competitors helps you see how popular each brand is over time. ## Key facts - **Compared**: Arize Phoenix and Datadog LLM Observability - **Competitive set**: LLM observability platforms - **Market**: Global - **Month measured**: Sep 2026 - **Arize Phoenix Share of Search**: 5.1% - **Datadog LLM Observability Share of Search**: 0.34% ## Is Arize Phoenix or Datadog LLM Observability more popular in search? - In September 2026, Arize Phoenix had more branded searches than Datadog LLM Observability among LLM observability platforms worldwide. Arize Phoenix had about 13,200 branded searches, while Datadog LLM Observability had 880. Arize Phoenix made up 5.1% of all LLM observability platform searches we track, and Datadog LLM Observability accounted for 0.34%. - Arize Phoenix was ahead of Datadog LLM Observability in every measured month of the 12 months ending September 2026. - Across the 12 months ending September 2026, Arize Phoenix’s share of searches among LLM observability platforms worldwide moved from 4.4% to 5.1%, and its estimated monthly branded searches moved from 11K to 13.2K. - Across the 12 months ending September 2026, Datadog LLM Observability’s share of searches among LLM observability platforms worldwide moved from 0.95% to 0.34%, and its estimated monthly branded searches moved from 2.4K to 880. ## Top LLM observability platforms in ChatGPT and Google AI Overviews In three ChatGPT questions and two Google AI Overviews, both Arize Phoenix and Datadog LLM Observability showed up in all five answers. Arize Phoenix was listed before Datadog LLM Observability in four of them. Brands get a higher AI rank if they are mentioned earlier in the answers that list options. | Brand | AI rank | ChatGPT answers that named it | Google AI Overviews that named it | All answers that named it | | --- | --- | --- | --- | --- | | Langfuse | 1st | 3 of 3 | 2 of 2 | 5 of 5 | | LangSmith | 2nd | 3 of 3 | 2 of 2 | 5 of 5 | | Arize Phoenix | 3rd | 3 of 3 | 2 of 2 | 5 of 5 | | Braintrust | 4th | 3 of 3 | 0 of 2 | 3 of 5 | | Datadog LLM Observability | 5th | 3 of 3 | 2 of 2 | 5 of 5 | | Helicone | 6th | 0 of 3 | 2 of 2 | 2 of 5 | | Lunary | 7th | 0 of 3 | 2 of 2 | 2 of 5 | | Weights & Biases | 8th | 1 of 3 | 0 of 2 | 1 of 5 | ## Every AI answer about LLM observability platforms - Asked ChatGPT "Which LLM observability platform should I use?": 1. Langfuse, 2. LangSmith, 3. Braintrust, 4. Arize Phoenix, 5. Datadog LLM Observability - Asked ChatGPT "What are the best LLM observability platforms?": 1. Langfuse, 2. LangSmith, 3. Braintrust, 4. Arize Phoenix, 5. Datadog LLM Observability, 6. Weights & Biases - Asked ChatGPT "What's the best LLM observability platform for a machine learning team?": 1. Langfuse, 2. Braintrust, 3. LangSmith, 4. Arize Phoenix, 5. Datadog LLM Observability - Searched Google, AI Overview "llm observability platforms": 1. LangSmith, 2. Langfuse, 3. Arize Phoenix, 4. Helicone, 5. Datadog LLM Observability, 6. Lunary - Searched Google, AI Overview "llm monitoring tools": 1. LangSmith, 2. Langfuse, 3. Datadog LLM Observability, 4. Helicone, 5. Arize Phoenix, 6. Lunary Brands are listed in the order each answer named them. The answers were collected in the United States on October 21, 2026. ## How did search popularity change for LLM observability platforms worldwide in September 2026? - In September 2026, Arize Phoenix lost share of searches among LLM observability platforms worldwide, from 7% to 5.1%. - Estimated monthly branded searches for Datadog LLM Observability worldwide fell 63.3% over 12 measured months, from 2.4K to 880 in September 2026. ## Month by month | Month | Arize Phoenix estimated searches | Arize Phoenix Share of Search | Arize Phoenix rank | Datadog LLM Observability estimated searches | Datadog LLM Observability Share of Search | Datadog LLM Observability rank | | --- | --- | --- | --- | --- | --- | --- | | Oct 2025 | 11K | 4.4% | 4 | 2.4K | 0.95% | 7 | | Nov 2025 | 11K | 4.4% | 4 | 1.9K | 0.76% | 7 | | Dec 2025 | 9.8K | 4% | 4 | 1.9K | 0.77% | 8 | | Jan 2026 | 13.2K | 4.8% | 4 | 1.9K | 0.7% | 8 | | Feb 2026 | 13.2K | 5.1% | 4 | 2.4K | 0.93% | 8 | | Mar 2026 | 16.2K | 5.1% | 4 | 2.9K | 0.92% | 7 | | Apr 2026 | 16.2K | 4.9% | 4 | 1.9K | 0.58% | 8 | | May 2026 | 14.7K | 4.8% | 4 | 2.4K | 0.78% | 8 | | Jun 2026 | 16.2K | 5.5% | 4 | 2.4K | 0.81% | 8 | | Jul 2026 | 13.2K | 4.7% | 4 | 1.3K | 0.46% | 8 | | Aug 2026 | 18.7K | 7% | 4 | 1K | 0.37% | 8 | | Sep 2026 | 13.2K | 5.1% | 4 | 880 | 0.34% | 8 | ## How each brand is measured Brandwave collects information about searches that people make online using Arize Phoenix’s and Datadog LLM Observability’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. - **Arize Phoenix**: Measured on the search terms “arize ai” and “arize phoenix”, summed into one figure. - **Datadog LLM Observability**: Measured on the search term “datadog llm observability”. - [Arize Phoenix profile](/demand/global-en/brands/arize-phoenix) - [Datadog LLM Observability profile](/demand/global-en/brands/datadog-llm) - [All LLM observability platforms worldwide](/demand/global-en/categories/llm-observability-platforms): The set both shares are measured inside, 8 brands. ## Methodology - [How is the Brand Demand Index measured?](/demand/methodology): Where the figures come from, what they compare, and how they may be reused. ## Frequently asked questions ### Is Arize Phoenix or Datadog LLM Observability more popular in search? In September 2026, Arize Phoenix had more branded searches than Datadog LLM Observability among LLM observability platforms worldwide. Arize Phoenix had about 13,200 branded searches, while Datadog LLM Observability had 880. Arize Phoenix made up 5.1% of all LLM observability platform searches we track, and Datadog LLM Observability accounted for 0.34%. ## Cite this page Brandwave. "Arize Phoenix vs Datadog LLM Observability: Which is searched more?". https://gobrandwave.com/demand/global-en/compare/arize-phoenix-vs-datadog-llm This page is also available as HTML at https://gobrandwave.com/demand/global-en/compare/arize-phoenix-vs-datadog-llm. Brandwave publishes an index of its Markdown pages at https://gobrandwave.com/llms.txt.