Perplexity
Embed V1 4B
- Context
- 32K
- Released
- 7mo ago
- Parameters
- 4B
- Input / 1M tokens
- $0.03
- Output / 1M tokens
- $0.00
Sources:OpenRouter
Benchmarks
DeepSWE is the primary coding benchmark where an exact model evaluation exists. Other sourced evaluations appear below; missing scores are not zero.
Not evaluated in DeepSWE 1.1 as of 2026-09-22. Results are only shown for exact model versions in the official dataset. Official leaderboard.
No benchmark results have been matched to this model yet.
Specifications
- Developer
- Perplexity
- Model family
- —
- Type
- Embedding
- Predecessor
- —
- Successor
- —
- Released
- February 26, 2026
- Model ID
perplexity/pplx-embed-v1-4b- Openness
- Open weights
- License
- MIT
- Parameters
- 4B
- Input modalities
- text
- Output modalities
- embeddings
- Modality
- text->embeddings
- Tokenizer
- Other
- Max output tokens
- 29K
- Hugging Face
- —
- Source freshness
- Endpoints synced Oct 15, 2026, 2:21 PM UTC
Infrastructure
Provider availability
| Provider | Endpoint | Context | Input /M tokens | Output /M tokens | Cached input /M tokens | Cache write /M tokens | Uptime 1d | Data handling |
|---|---|---|---|---|---|---|---|---|
| perplexity/int8 | 32K | $0.03 | $0.00 | — | — | 100.00% | ZDR: YesTraining: Unknown Prompt logging: Unknown Retention: Unknown Checked 2026-10-15 |
Provider data:OpenRouter
Deployment graph
Can I run this?
Vertical Tabs only shows compatibility when it has structured evidence tying this exact model to hardware, runtime, quantization, memory use, and observed performance.