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Together AI vs Amazon Bedrock

A feature-by-feature comparison of Together AI and Amazon Bedrock across 7 capability categories.

First tool

Try Together AI (opens in a new tab)

Second tool

Try Amazon Bedrock (opens in a new tab)

Modalities — Tie

Modalities: Together AI compared with Amazon Bedrock
Feature	Together AI	Amazon Bedrock
Text Input	Yes, requires free plan. Serverless inference and playground take chat/completions text.	Yes, requires plus plan. InvokeModel and Converse APIs accept text prompts across hosted FMs.
Image Upload / Vision	Unknown. Vision on hosted models was not confirmed on the marketing homepage.	Partial. Multimodal models (e.g. Claude on Bedrock) accept images via the Converse API.
Image Generation	Unknown. Together is inference/GPU cloud. Image model hosting was not on the homepage snippet.	Partial. Titan Image and third-party image models are in the model catalog. Not a consumer DALL·E-style chat.
Voice Mode	No. Not a conversational voice product.	Unknown. Speech models exist on Bedrock. A turnkey voice-chat loop was not checked this round.
Video Understanding	No. Not a video-analysis product.	Partial. Video-capable models may be hosted. Bedrock itself is an inference platform, not a YouTube chat product.
Video Generation	No. Not a video generation product.	No. Not a video generation product.
File Upload (PDF, DOCX)	No. Chat/completions, not a PDF uploader.	Yes, requires plus plan. Knowledge Bases ingest documents (S3, etc.) for RAG.
Code Execution	Yes, requires plus plan. Code sandboxes are listed on the product page.	Partial. Agents can call tools and Lambdas. No first-party Python sandbox in chat.
Audio Input	Unknown. Speech endpoints were not on the homepage snippet.	Partial. Speech models are listed. Bedrock is not a dedicated STT consumer app.
Canvas / Artifact Editor	No. Playground, not a canvas.	No. Console playground, not a consumer artifacts canvas.
Screen Sharing / Computer Use	No. No computer-use product.	No. No computer-use desktop product.

Memory & Context — Tie

Memory & Context: Together AI compared with Amazon Bedrock
Feature	Together AI	Amazon Bedrock
Persistent Memory	No. Stateless inference. You keep history.	Partial. Knowledge Bases and AgentCore session memory. You configure retention.
Large Context Window	Unknown. Depends on the open model you host. No single Together window on the homepage.	Unknown. Depends on the foundation model you invoke. No single Bedrock window.
Custom Instructions	Yes, requires free plan. System prompts in the API.	Yes, requires plus plan. Guardrails, system prompts, and agent instructions in the console/API.
Conversation History	Partial. Playground/console history. The API is stateless.	Partial. AgentCore sessions persist within configured limits. Stateless per InvokeModel call.

Integrations — Amazon Bedrock Wins

Integrations: Together AI compared with Amazon Bedrock
Feature	Together AI	Amazon Bedrock
Web Search / Browsing	No. Not a search product.	Partial. Agents can wire a search tool (e.g. via Lambda). Not a built-in cited search box.
Plugins / Extensions	Partial. Endpoints, batch, dedicated clusters. Not a GPT plugin store.	Yes, requires plus plan. Action groups, Lambda tools, and third-party integrations for agents.
API Access	Yes, requires free plan. Inference API, fine-tuning, GPU cloud. Usage billing, not a seat.	Yes, requires plus plan. AWS SDK, InvokeModel, Agents, and Knowledge Bases APIs. Usage billing.
Zapier Integration	Unknown. No first-party Zapier listing was checked.	Unknown. No first-party Zapier listing was checked this round.
Custom GPTs / Bots	No. No GPT store.	Yes, requires plus plan. Bedrock Agents and AgentCore are deployable custom agents.
Real-time Collaboration	No. No multiplayer chat.	No. IAM-shared console, not a multiplayer chat canvas.
Live Social Data Integration	No. No live social firehose.	No. No live social firehose product.
Live Citation Mapping	No. Not a cited-search product.	Partial. Knowledge Base RAG returns source chunks. Not Perplexity-style inline web citations.

Developer — Amazon Bedrock Wins

Developer: Together AI compared with Amazon Bedrock
Feature	Together AI	Amazon Bedrock
Function Calling	Unknown. Tool use on hosted models was not confirmed on the homepage.	Yes, requires plus plan. Bedrock Agents use tool/action groups for function calling.
Streaming Responses	Yes, requires plus plan. Serverless inference streams tokens. Research kernels (FlashAttention) are the latency pitch.	Yes, requires plus plan. InvokeModelWithResponseStream and Converse stream tokens.
Fine-Tuning	Yes, requires plus plan. Fine-tuning is a listed product next to inference and GPU cloud.	Yes, requires plus plan. Custom model fine-tuning is a listed Bedrock capability.
Embeddings API	Unknown. An embeddings endpoint was not confirmed on the homepage.	Yes, requires plus plan. Titan Embeddings and Knowledge Base vector indexes.
Structured Output (JSON)	Unknown. JSON mode was not confirmed on the homepage.	Partial. Tool schemas and JSON mode depend on the model. Guardrails add structure.
Reasoning / Thinking Mode	Unknown. You can host reasoning open models. No Together Deep Think toggle.	Partial. Reasoning models (e.g. Claude extended thinking) can be hosted. No Bedrock-branded Deep Think toggle.
Local Execution	No. Cloud GPUs / serverless. Not on your laptop.	No. Managed AWS inference. Distinct from Kiro local dev.
Open Weights	Partial. Inference cloud for open models. Together’s serving stack is not a weight release.	Partial. Hosts some open models (e.g. Llama) alongside proprietary FMs.
Multi-Agent Orchestration	No. You orchestrate in your app.	Yes, requires plus plan. AgentCore supports multi-agent workflows and supervisor patterns.

Platforms — Tie

Platforms: Together AI compared with Amazon Bedrock
Feature	Together AI	Amazon Bedrock
Web App	Yes, requires free plan. together.ai console.	Yes, requires plus plan. Bedrock console in the AWS Management Console.
iOS App	No. No iOS app.	No. No consumer iOS app. AWS console is web-only.
Android App	No. No Android app.	No. No consumer Android app.
Desktop App	No. No desktop app.	No. Console is browser-based, not a branded desktop app.
Chrome Extension	No. No Chrome extension.	No. No Chrome extension.

Privacy — Amazon Bedrock Wins

Privacy: Together AI compared with Amazon Bedrock
Feature	Together AI	Amazon Bedrock
GDPR Compliant	Unknown. Needs a current DPA read.	Yes, requires enterprise plan. AWS lists GDPR, HIPAA, and FedRAMP coverage for Bedrock.
Opt Out of Data Training	Unknown. Training use of prompts was not checked.	Yes, requires plus plan. AWS states it does not train on customer content submitted to Bedrock.
Enterprise Privacy Mode	Unknown. Dedicated endpoints exist; enterprise contract terms were not on the homepage.	Yes, requires enterprise plan. VPC endpoints, KMS encryption, Guardrails, and enterprise AWS agreements.

Workspaces — Tie

Workspaces: Together AI compared with Amazon Bedrock
Feature	Together AI	Amazon Bedrock
Projects / Folders	No. No consumer project product.	Partial. Knowledge Bases, agents, and guardrails are organized in the console. Not chat project folders.