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Put up to 4 models beside each other — token prices, context windows, capabilities and provider, from the same catalogue the model pages read.

Gemini Embedding 2Google Remove
Claude Sonnet 5.5Anthropic Remove
Perceptron Mk1.5Perceptron Remove

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gemini-embedding-2-preview vs claude-sonnet-5.5 vs perceptron-mk1.5
Attribute	Gemini Embedding 2gemini-embedding-2-preview	Claude Sonnet 5.5claude-sonnet-5.5	Perceptron Mk1.5perceptron-mk1.5
Pricing
Input	$0.60 / 1M	$2.00 / 1M	$0.15 / 1M
Output	$2.40 / 1M	$10.00 / 1M	$1.50 / 1M
Cache Write (5m)	$0.60 / 1M	$2.50 / 1M	$0.15 / 1M
Cache Write (1h)	$0.60 / 1M	$4.00 / 1M	$0.15 / 1M
Cache Read	$0.60 / 1M	$0.20 / 1M	$0.15 / 1M
Web Search	—	$0 / 1M	$0 / 1M
Context
Max context	8.2K	1M	36.9K
Max output	N/A	N/A	N/A
Capabilities
Vision	Yes	Yes	No
Function Calling	Yes	Yes	No
JSON Mode	No	Yes	No
Streaming	No	Yes	Yes
Catalogue
Provider	Google	Anthropic	Perceptron
Category	embedding	chat	chat
Charge type	Pay As You Go	Pay As You Go	Pay As You Go
Released	—	—	2026-09-25
Description
Summary	Gemini Embedding 2 is Google's advanced text embedding model designed for high-accuracy semantic representation across large-scale retrieval and understanding tasks. It converts text into dense vector embeddings optimized for semantic search, retrieval-augmented generation (RAG), clustering, classification, and recommendation systems. Built for production use, it offers strong multilingual support, improved semantic similarity accuracy, and efficient embedding generation, making it well suited for large knowledge indexing pipelines and enterprise-scale retrieval applications.	Claude Sonnet 5.5 is Anthropic's Sonnet-class model for well-scoped everyday work, serving as a direct upgrade to Sonnet 5. It excels at feature development, bug fixing, and creating polished documents, presentations, and spreadsheets, while offering clearer writing and communication than its predecessor.	Perceptron Mk1.5 chat model that accepts audio input. Audio and text input are billed per token.