Together AI vs Modal: AI Vendor Risk Comparison

Side-by-side risk comparison of Together AI and Modal across 8 dimensions: data handling, IP exposure, jurisdiction, security, regulatory compliance, transparency, business stability, and dependency chain.

Together AI
32.37 · moderate
HQ: United States · Founded 2022

AI inference and fine-tuning platform specializing in hosting open-weight models at scale. Provides high-performance inference APIs for Llama, Mistral, and other open models with competitive pricing and developer-friendl…

Modal
35.36 · moderate
HQ: United States · Founded 2021

Serverless compute platform for AI and data workloads offering Python-first GPU orchestration. Developers deploy inference endpoints, batch jobs, and training pipelines without managing infrastructure. Backed by Redpoint…

Risk dimensions side by side

Lower score = lower risk under TrustAtlas's default-balanced weight profile. The greener cell in each row is the lower-risk vendor for that dimension. How scoring works.

Dimension Together AI Modal Delta
Data Handling 27.75 27.75 Tied
IP Exposure 26 26 Tied
Jurisdiction 7.5 12.5 Together AI -5.0
Security 32 39.75 Together AI -7.8
Regulatory Compliance 60 60 Tied
Transparency 70 75 Together AI -5.0
Business Stability 41.25 55 Together AI -13.8
Dependency Chain 32.37 31.59 Modal -0.8

Analyst summary

Together AI

Together AI is an inference and fine-tuning platform for open-weights models (Llama, Mixtral, Qwen, DeepSeek). It provides SOC 2 Type II, HIPAA capability for qualifying customers, and no-training-on-inputs policy. A strong choice for teams wanting open-weights deployments without self-hosting the infrastructure.

Strong open-weights inference platform; apply model-by-model governance especially on Chinese-origin weights.

Modal

Modal is a serverless GPU compute platform with modern developer UX, clean no-training terms, SOC 2 Type II, and HIPAA-eligible enterprise tier. Good for teams wanting AWS Lambda-style ergonomics for GPU workloads.

Acceptable for engineering-led adoption; match enterprise needs carefully for regulated workloads.

Recent incident activity

Logged incidents 0 0

Incident counts are cumulative across the platform's history. See each vendor's profile for severity breakdown and source links.

This comparison uses the default-balanced weight profile. Different industries and use cases warrant different weights — healthcare buyers prioritize regulatory compliance, government buyers prioritize jurisdiction, legal buyers prioritize IP exposure. Build your own weights to see how the ranking shifts under your priorities.