Skip to content
  • Models
  • Rankings
  • Ori
Sign Up
Sign Up
OpenRouterOpenRouter
© 2026 OpenRouter, Inc

Product

  • Chat
  • Rankings
  • Benchmarks
  • Apps
  • Discover
  • Models
  • Collections
  • Providers
  • Pricing
  • Business
  • Enterprise
  • Labs

Company

  • About
  • Blog
  • Careers
    Hiring
  • Privacy
  • Terms of Service
  • Trust Center
  • Support
  • Works With OR
  • Data
  • Brand

Developer

  • Documentation
  • API Reference
  • Developer Platform
  • Status

Connect

  • Discord
  • GitHub
  • LinkedIn
  • X
  • YouTube

Model usage data, product updates, and research reports. One email each week.

By subscribing you agree to receive the OpenRouter newsletter: model usage data, product updates, and research reports, about one email a week. Unsubscribe anytime via the link in every email. See our Privacy Policy.

  1. Home
  2. /
  3. Compare

Embed V1 4B vs all-MiniLM-L12-v2

Compare Embed V1 4B from Perplexity and all-MiniLM-L12-v2 from sentence-transformers on key metrics including benchmarks, price, context length, and other model features. Access both models and hundreds of others through the OpenRouter API.

Favicon for perplexity
Embed V1 4B
Favicon for sentence-transformers
all-MiniLM-L12-v2
Favicon for perplexity
Embed V1 4B
Favicon for sentence-transformers
all-MiniLM-L12-v2

Overview

Embed V1 4B
Author
Perplexity
all-MiniLM-L12-v2
Author
sentence-transformers
Embed V1 4B
Context length
32Ktokens
all-MiniLM-L12-v2
Context length
512tokens
Embed V1 4B
Reasoning
all-MiniLM-L12-v2
Reasoning
Embed V1 4B
Input modalities
all-MiniLM-L12-v2
Input modalities
Embed V1 4B
Output modalities
all-MiniLM-L12-v2
Output modalities

Embed V1 4B vs all-MiniLM-L12-v2: side-by-side summary

Embed V1 4B and all-MiniLM-L12-v2 are available through the OpenRouter API, so switching between them takes a model slug change rather than a new integration.

Embed V1 4B, from Perplexity, has a 32,000-token context window and is priced at $0.03/M tokens on OpenRouter.

all-MiniLM-L12-v2, from sentence-transformers, has a 512-token context window and is priced at $0.005/M tokens on OpenRouter.

Context window
  • Embed V1 4B: 32,000 tokens
  • all-MiniLM-L12-v2: 512 tokens
Price
  • Embed V1 4B: $0.03/M tokens
  • all-MiniLM-L12-v2: $0.005/M tokens
Provided by
  • Embed V1 4B: Perplexity
  • all-MiniLM-L12-v2: sentence-transformers
  • model details, providers and pricing
Embed V1 4B
model details, providers and pricing
all-MiniLM-L12-v2