# word2vec

5 Hacker News commenters recommended word2vec and 2 criticized it, November 2025 to November 2026. It was recommended in 3 of 13 months.

**Verdict:** Recommended as a beautiful piece of science that dominated word embeddings for about five years, though one critic says the criticism of it is valid.

## Why people recommend it

- Dominated the field for years (1 comments): "was the thing that was needed for compute at the time and completely dominated the field for five years or so" ([source](https://news.ycombinator.com/item?id=50294218))
- Learns word meanings without being told (1 comments): "this completely misses how crazy word2vec is. The model doesn't get told anything about word meanings" ([source](https://news.ycombinator.com/item?id=46695931))
- Beautiful piece of science (1 comments): "word2vec is a beautiful peice of science" ([source](https://news.ycombinator.com/item?id=50293014))

## Alternatives hackers recommend

- [EmbeddingGemma](https://hackerapproved.com/p/embeddinggemma-2.md): 27 recommend
- [Ternlight](https://hackerapproved.com/p/ternlight.md): 17 recommend
- [CLIP by OpenAI](https://hackerapproved.com/p/clip.md): 10 recommend
- [Gemini Embedding 2](https://hackerapproved.com/p/gemini-embedding-2.md): 9 recommend
- [Qwen3-Embedding](https://hackerapproved.com/p/qwen3-embedding-0-6b.md): 8 recommend

## Cite as

Hacker Approved, "word2vec", https://hackerapproved.com/p/word2vec/ (counts from 1,795,640 Hacker News comments, November 2025 to November 2026).