LangSmith is an agent engineering platform from LangChain, used for observability and evaluations of LLM applications · langchain.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Portkey is first at 36%.
LiteLLM is first at 36%.
Bifrost is first at 23%.
“I'd usually recommend LangSmith + LiteLLM as the default combo”GPT-5.4 mini · Paraphrase question · first choice
“Best if your stack is heavily LangChain/LangGraph-based... can get pricey at scale.”Grok 4.20 · Paraphrase question · alternative
“choose it primarily for applications built around LangChain or LangGraph”Perplexity Sonar · Paraphrase question · alternative
“LangSmith — Best if You're Deep in the LangChain Ecosystem”DeepSeek V4 Flash · Paraphrase question · alternative
No model argued against it.
The products named in the same answers as LangSmith, over the 24 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 16 | 8 | View → | |
| 16 | 1 | View → | |
| 13 | 1 | View → | |
| 9 | 1 | View → | |
| 6 | 1 | View → | |
| 6 | 0 | View → | |
| 6 | 0 | View → | |
| 5 | 2 | View → | |
| 5 | 0 | View → | |
| 4 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
Stated on LangSmith's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 19 of the 24 answers that named LangSmith and are not a share of its labels.
Forty-eight of the fifty-four domain citations in answers naming LangSmith came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 559 | 138 | 2026-09-28 | LLM gateways, Object storage | |
| Glossary or explainer | 33 | 3 | 2026-09-07 | ||
| Webinar or virtual event | 17 | 6 | 2026-09-22 | ||
| Case study | 14 | undated | |||
| Template or tool | 14 | 0 | 2026-03-27 | ||
| Conference or event | 12 | 1 | 2026-08-26 | ||
| Comparison | 12 | 2 | 2026-09-10 | ||
| Report or ebook | 2 | undated | |||
| Podcast or video | 2 | 0 | 2026-06-25 |
Every page langchain.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.