Comparison

Google Cloud Vertex AI vs Together AI

On the evidence we track, Together AI leads this comparison with a composite score of 73/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Google Cloud Vertex AI full profile →Together AI full profile →

Machine formatsJSON Markdown GraphQLor send Accept: application/json

Google Cloud Vertex AI39

★Together AI73

Attribute comparison across 2 tools
Attribute	Google Cloud Vertex AI	Together AILeader
Vioscale score	39 / 100low · 25%	73 / 100medium · 60%
Pricing
Free tierpricing.free_tier	✓	✗
Modelpricing.model	freemium	commercial
Price levelpricing.price_level	low	low
Starting pricepricing.starting_price	-	$0.00
Transparentpricing.transparent	✗	✓
Integrations
Countintegrations.count	2	-
Security
Disclosure policysecurity.disclosure_policy	-	✓
Gdprsecurity.gdpr	-	✓
Iso27001security.iso27001	-	✓
Soc2security.soc2	-	✓
Reliability
Sla pctreliability.sla_pct	-	99
Status pagereliability.status_page	-	✓
Market
Availabilitymarket.availability	Available worldwide · Popular in US · HQ US	Available worldwide · Popular in US

Score

Vioscale score

Google Cloud Vertex AI39 / 100low · 25%

Together AI73 / 100medium · 60%

Pricing

Free tier

Google Cloud Vertex AI✓

Together AI✗

Model

Google Cloud Vertex AIfreemium

Together AIcommercial

Price level

Google Cloud Vertex AIlow

Together AIlow

Starting price

Google Cloud Vertex AI–

Together AI$0.00

Transparent

Google Cloud Vertex AI✗

Together AI✓

Integrations

Count

Google Cloud Vertex AI2

Together AI–

Security

Disclosure policy

Google Cloud Vertex AI–

Together AI✓

Gdpr

Google Cloud Vertex AI–

Together AI✓

Iso27001

Google Cloud Vertex AI–

Together AI✓

Soc2

Google Cloud Vertex AI–

Together AI✓

Reliability

Sla pct

Google Cloud Vertex AI–

Together AI99

Status page

Google Cloud Vertex AI–

Together AI✓

Market

Availability

Google Cloud Vertex AIAvailable worldwide · Popular in US · HQ US

Together AIAvailable worldwide · Popular in US

Capabilities

Feature-by-feature on the axes that matter for inference providers. “-” means undocumented, not absent.

Capability comparison for Inference Providers
Capability	Google Cloud Vertex AI	Together AI
Capabilities
Compute model	Multi tenant hybrid	Multi tenant hybrid
Zero data retention training opt out enterprise	-	✓
Openai compatible rest API schema	-	✗
Native function calling and strict json mode	-	✗
Multimodal vision and audio in out support	-	✓
Streaming server sent events sse token yield	-	✗
Massive context window support 100k plus	-	✗
Lpu or custom silicon for extreme low latency	-	✗
Bring your own weights byow hosting	-	✓
Dynamic batching and kv cache management	-	✗
SOC2 type ii	-	✗
HIPAA baa compliance for medical inference	-	✗
Pricing model	Per compute hour	Per million tokens

Capabilities

Compute model

Google Cloud Vertex AIMulti tenant hybrid

Together AIMulti tenant hybrid

Zero data retention training opt out enterprise

Google Cloud Vertex AI-

Together AI✓

Openai compatible rest API schema

Google Cloud Vertex AI-

Together AI✗

Native function calling and strict json mode

Google Cloud Vertex AI-

Together AI✗

Multimodal vision and audio in out support

Google Cloud Vertex AI-

Together AI✓

Streaming server sent events sse token yield

Google Cloud Vertex AI-

Together AI✗

Massive context window support 100k plus

Google Cloud Vertex AI-

Together AI✗

Lpu or custom silicon for extreme low latency

Google Cloud Vertex AI-

Together AI✗

Bring your own weights byow hosting

Google Cloud Vertex AI-

Together AI✓

Dynamic batching and kv cache management

Google Cloud Vertex AI-

Together AI✗

SOC2 type ii

Google Cloud Vertex AI-

Together AI✗

HIPAA baa compliance for medical inference

Google Cloud Vertex AI-

Together AI✗

Pricing model

Google Cloud Vertex AIPer compute hour

Together AIPer million tokens

What each one is

The product in its own terms, so the numbers below have context.

Google Cloud Vertex AI

A comprehensive platform that enables developers to create, deploy, and optimize AI agents that automate enterprise workflows and business processes.

Independently observed

Together AI

Leader

Together AI provides cloud infrastructure for hosting and serving open-source language, image, audio, and video models through serverless inference, reserved capacity, and dedicated GPU instances. The platform includes fine-tuning capabilities, batch processing, managed storage, and GPU cluster support for custom model development and training—eliminating the need for users to manage underlying infrastructure.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Google Cloud Vertex AI

HybridFree tier

$300 free credits for new customers; pay-as-you-go for platform tools, storage, and compute

as of 2026-08-21verify ↗

Together AI

Leader

from $0.00/tokensUsage-based

Usage-based pricing starting from $0.00014/1M tokens for serverless inference. Reserved capacity and dedicated GPU instances available; on-demand GPU pricing from $3.69/hour.

Serverless InferenceFrom $0.00014–$15/1M tokens depending on model. Pay only for usage.
- 50+ open-source models
- Variable pricing by model and token type
- Batch API support
- Private endpoints
Provisioned ThroughputReserved throughput capacity with 99% SLA. PTU-based pricing structure.
- Reserved token capacity
- 99% uptime SLA
- Token-based pricing model
- Production-grade reliability
Dedicated Inference$3.69–$8.99 per GPU per hour (on-demand); reserved discounts available.
- Single-tenant GPU instances
- Guaranteed performance (no resource sharing)
- Custom model support
- Autoscaling for traffic spikes

as of 2026-08-21verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platform and deployment support comparison
Supports	Google Cloud Vertex AI	Together AI
WebPlatforms	✓	✓
CLIPlatforms	✓	✓
Cloud / SaaSDeployment	✓	✓

Platforms

Web

Google Cloud Vertex AI✓

Together AI✓

CLI

Google Cloud Vertex AI✓

Together AI✓

Deployment

Cloud / SaaS

Google Cloud Vertex AI✓

Together AI✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Google Cloud Vertex AI

2 total

Dataverse
Integration Connectors API

Independently observed

Together AI

Leader

Not documented yet.

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.