Architecture comparison

Discord vs Zoom

Zoom runs closer to the foundational model (Native (own / self-hosted weights)) than Discord (Direct API). Shared foundation: OpenAI · GPT (highlighted).

Discord

Communications

Proximity

Direct API

Models

OpenAI · GPT

Cloud · datastore

GCPScyllaDB (ex-Cassandra)MongoDBElixir/Rust services

Compliance

SOC 2GDPR

Architecture

Runs on Google Cloud; publicly migrated trillions of messages from Cassandra to ScyllaDB and uses Elixir + Rust for real-time gateway/voice. AI features (Clyde and successors) built on OpenAI.

Zoom

Communications

Proximity

Native (own / self-hosted weights)

Models

proprietary / self-built modelsAnthropic · ClaudeOpenAI · GPT

Cloud · datastore

HybridMySQLMongoDBKafka

Compliance

SOC 2HIPAAFedRAMPPCI DSS

Architecture

Runs its own global data centers for real-time media, bursting to AWS/Oracle Cloud at peak. AI Companion uses a 'federated' approach blending its own models with Anthropic and OpenAI.

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