Deepgram vs AssemblyAI
A feature-by-feature comparison of Deepgram and AssemblyAI across 7 capability categories.
Modalities — Tie
| Feature | Deepgram | AssemblyAI |
|---|---|---|
Text Input | Partial. Prompts configure Voice Agent behavior. Primary input is audio. | Partial. Prompts steer Speech Understanding. Primary input is audio. |
Image Upload / Vision | No. Speech platform, not vision. | No. Speech platform, not vision. |
Image Generation | No. Does not generate images. | No. Does not generate images. |
Voice Mode | Yes, requires plus plan. Voice Agent API is a conversational speech loop. | Yes, requires plus plan. Voice Agent WebSocket is a conversational speech product. |
Video Understanding | No. Audio/speech focus, not video analysis. | No. Audio/speech focus. |
Video Generation | No. Not a video generation product. | No. Not a video generation product. |
File Upload (PDF, DOCX) | Partial. Batch transcription accepts audio files. Not a PDF chat uploader. | Partial. Upload audio/video files for async transcription. |
Code Execution | No. STT/TTS APIs, not a code sandbox. | No. STT APIs, not a code sandbox. |
Audio Input | Yes, requires plus plan. Flux STT and Voice Agent consume live and recorded audio. | Yes, requires plus plan. Realtime and batch STT are the core product. |
Canvas / Artifact Editor | No. Not a canvas product. | No. Not a canvas product. |
Screen Sharing / Computer Use | No. No computer-use product. | No. No computer-use product. |
Memory & Context — Tie
| Feature | Deepgram | AssemblyAI |
|---|---|---|
Persistent Memory | Partial. Voice Agent sessions retain context within a call. | Partial. Voice Agent retains session context during a call. |
Large Context Window | Unknown. Agent context limits were not on the homepage snippet. | Unknown. Agent context limits were not checked. |
Custom Instructions | Yes, requires plus plan. Configure Voice Agent prompts and behavior. | Yes, requires plus plan. Configure Voice Agent prompts and guardrails. |
Conversation History | Partial. Call logs and transcripts in console. API is per-session. | Partial. Transcripts stored per job. Realtime is per-session. |
Integrations — Tie
| Feature | Deepgram | AssemblyAI |
|---|---|---|
Web Search / Browsing | Unknown. Whether Voice Agent can search the web was not checked. | Unknown. Web search in Voice Agent was not confirmed. |
Plugins / Extensions | Partial. Integrations and webhooks for voice workflows. | Partial. LLM Gateway and integrations connect upstream models. |
API Access | Yes, requires plus plan. REST and WebSocket APIs for STT, TTS, and Voice Agent. | Yes, requires plus plan. REST and WebSocket APIs for STT and Voice Agent. |
Zapier Integration | Unknown. Zapier listing was not checked. | Unknown. Zapier listing was not checked. |
Custom GPTs / Bots | Yes, requires plus plan. Voice Agent is a deployable speech bot. | Yes, requires plus plan. Voice Agent is a deployable speech bot. |
Real-time Collaboration | No. No multiplayer canvas. | No. No multiplayer product. |
Live Social Data Integration | No. No social firehose. | No. No social firehose. |
Live Citation Mapping | No. Not a cited-search product. | No. Not a cited-search product. |
Developer — Deepgram Wins
| Feature | Deepgram | AssemblyAI |
|---|---|---|
Function Calling | Partial. Voice Agent can invoke configured tools during a call. | Partial. Voice Agent can call tools via LLM Gateway. |
Streaming Responses | Yes, requires plus plan. Realtime streaming STT and TTS. | Yes, requires plus plan. Realtime STT streams partial transcripts over WebSocket. |
Fine-Tuning | Unknown. Custom STT models were not confirmed on homepage. | Unknown. Custom STT was not confirmed on homepage. |
Embeddings API | No. Speech APIs, not embeddings. | No. Not an embeddings product. |
Structured Output (JSON) | Partial. Structured transcript formats and diarization. | Partial. Speech Understanding returns structured entities and summaries. |
Reasoning / Thinking Mode | No. Not a text reasoning model product. | No. Not a reasoning LLM. |
Local Execution | Yes, requires enterprise plan. Self-hosted deployment option alongside cloud. | No. Cloud-only STT. Distinct from self-hosted Whisper. |
Open Weights | No. Proprietary Flux models. Distinct from Whisper open weights. | No. Proprietary models and APIs. |
Multi-Agent Orchestration | No. Single voice agent per call. | No. Single voice agent per session. |
Platforms — Tie
| Feature | Deepgram | AssemblyAI |
|---|---|---|
Web App | Partial. Console for keys and testing. Primary surface is API. | Partial. Dashboard for API keys and playground. |
iOS App | No. No consumer iOS app. | No. No iOS app. |
Android App | No. No Android app. | No. No Android app. |
Desktop App | No. No desktop app. | No. No desktop app. |
Chrome Extension | No. No Chrome extension. | No. No Chrome extension. |
Privacy — Tie
| Feature | Deepgram | AssemblyAI |
|---|---|---|
GDPR Compliant | Unknown. Compliance docs were not re-read. | Unknown. Compliance docs were not re-read. |
Opt Out of Data Training | Unknown. Training on customer audio was not checked. | Unknown. Training policy was not checked. |
Enterprise Privacy Mode | Yes, requires enterprise plan. Self-hosted and private cloud deployment options. | Yes, requires enterprise plan. Guardrails, EU data residency options, and enterprise contracts. |
Workspaces — Tie
| Feature | Deepgram | AssemblyAI |
|---|---|---|
Projects / Folders | Partial. Console projects for API keys and usage. | Partial. Dashboard organizes API keys and usage. |