Is Grafana Cloud or Together AI better?

Neither clearly leads. Grafana Cloud starts at Free and Together AI at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.

Which is cheaper, Grafana Cloud or Together AI?

Grafana Cloud starts at Free and Together AI at Free.

Does Grafana Cloud or Together AI run on more platforms?

Grafana Cloud runs on Web (Chrome, Edge, Firefox, Safari), API. Together AI runs on Api, Cloud.

Can I use Grafana Cloud for free?

Both have a free tier, so you can try either at no cost before committing.

What is Grafana Cloud best used for?

Grafana Cloud is most often used for infrastructure monitoring, application monitoring, log aggregation, distributed tracing. Of those, infrastructure monitoring and application monitoring are not what Together AI is typically brought in for.

What can Grafana Cloud do that Together AI cannot?

Grafana Cloud covers Grafana Dashboards, Prometheus Metrics, Loki Logs, Tempo Traces. Together AI covers Open-source models, Fine-tuning, Fast inference, Embeddings.

AI Tools · head to head

Grafana Cloud vs Together AI

Grafana Cloud

AI Tools

Composable observability platform

From: Free
Rated: -

Full review Website

Together AI

AI Tools

Open-source AI at scale

From: Free
Rated: -

Full review Website

The short version

Each has a real cost: Grafana Cloud active Series (AS) billing model is difficult to predict and control; misconfiguration can cause sudden spikes and unexpected bills; Together AI fine tuning carries a minimum charge of $4.00 per job regardless of dataset size
They diverge on capability: Grafana Cloud covers Grafana Dashboards, Together AI covers Open-source models.

Where they differ

Only the attributes on which Grafana Cloud and Together AI actually diverge.

Attributes where Grafana Cloud and Together AI differ
Attribute	Grafana Cloud	Together AI
Pricing model	Unknown	usage-based
Platforms	Web (Chrome, Edge, Firefox, Safari), API	Api, Cloud
Category	Unknown	AI Tools
Founded	2014	2022

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Grafana Cloud

Grafana Dashboards
Prometheus Metrics
Loki Logs
Tempo Traces
Alerting
OnCall
Synthetic Monitoring
Incident Management

Only in Together AI

Open-source models
Fine-tuning
Fast inference
Embeddings
REST API
Python SDK
OpenAI compatible
Api support

What people use each for

The jobs each tool is most often brought in to do.

Grafana Cloud

Infrastructure monitoringnot Together AI
Application monitoringnot Together AI
Log aggregationnot Together AI
Distributed tracingnot Together AI

Together AI

Serverless inference against open source chat, vision, embedding, image and video modelsnot Grafana Cloud
Renting dedicated single tenant H100, H200 or B200 GPU clusters by the hournot Grafana Cloud
Fine tuning open weight models on a per token basisnot Grafana Cloud

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Grafana Cloud

Active Series (AS) billing model is difficult to predict and control; misconfiguration can cause sudden spikes and unexpected bills
Reduced control and customization compared to self-hosted Grafana instances
Data sovereignty concerns for organizations requiring on-premises data retention
Limited reporting types compared to traditional BI tools for compliance and audit requirements

Together AI

Fine tuning carries a minimum charge of $4.00 per job regardless of dataset size
Reserved GPU commitments beyond 180 days are priced by contacting sales with no published rate
Volume and enterprise discounts are quote only with no published threshold
Reserved dedicated inference pricing is contact sales while only on demand rates of $5.49 to $8.99 per GPU hour are published

Pricing, plan by plan

Grafana Cloud

Free

FreeFree
- 10k active series (metrics)
- 50GB logs/traces per month
- 3 active users
Pro$19/month
- Usage-based pricing beyond free tier
- 8 USD per active visualization user
- Included Grafana Alerting
Enterprise$25000/year
- Minimum annual commitment
- Full-service deployment options
- Premium support

Together AI

Free

FreeFree
- $5 credits
- API access
Pay-per-use$0.2/per-million-tokens
- All models
- Fine-tuning

Which should you pick?

Choose Grafana Cloud if

You need grafana dashboards.
You want to start without paying.
You work on Web (Chrome, Edge, Firefox, Safari), API.
You also want prometheus metrics.

Grafana Cloud review

Choose Together AI if

You need open-source models.
You want to start without paying.
You work on Api, Cloud.
You also want fine-tuning.

Together AI review

Questions people ask

Is Grafana Cloud or Together AI better?: Neither clearly leads. Grafana Cloud starts at Free and Together AI at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Grafana Cloud or Together AI?: Grafana Cloud starts at Free and Together AI at Free.
Does Grafana Cloud or Together AI run on more platforms?: Grafana Cloud runs on Web (Chrome, Edge, Firefox, Safari), API. Together AI runs on Api, Cloud.
Can I use Grafana Cloud for free?: Both have a free tier, so you can try either at no cost before committing.
What is Grafana Cloud best used for?: Grafana Cloud is most often used for infrastructure monitoring, application monitoring, log aggregation, distributed tracing. Of those, infrastructure monitoring and application monitoring are not what Together AI is typically brought in for.
What can Grafana Cloud do that Together AI cannot?: Grafana Cloud covers Grafana Dashboards, Prometheus Metrics, Loki Logs, Tempo Traces. Together AI covers Open-source models, Fine-tuning, Fast inference, Embeddings.

Answered from the vendors’ own pages

Grafana Cloud: What are the exact limits of Grafana Cloud's free tier?

Grafana Cloud free tier includes 10,000 active series for metrics, 50GB logs and traces per month, 3 active visualization users, and 14-day retention with community support. No credit card required.

Source

Grafana Cloud: How is Grafana Cloud billed, and what are the per-unit costs?

Grafana Cloud Pro tier starts at $19/month platform fee plus usage-based charges. Metrics cost $6.50 per 1,000 active series above free limits, logs and traces are charged per GB ingested, and visualization users are $8 per active user.

Source

Grafana Cloud: Can I use Grafana Cloud for open-source Grafana deployments?

Grafana Cloud is the managed cloud service version. Open-source Grafana is free and can be self-hosted indefinitely on your own infrastructure.

Source

Grafana Cloud: What observability signals does Grafana Cloud include?

Grafana Cloud includes metrics (via Mimir), logs (via Loki), traces (via Tempo), profiles, and synthetics, with unified querying and visualization across all signals.

Source

Grafana Cloud: Does Grafana Cloud include alerting and how is it priced?

Yes, Grafana Alerting is included at no additional charge across all tiers. Rule storage, evaluation, and notification delivery are covered by the platform fee with no per-alert or per-notification fees.

Source

Grafana Cloud vs Together AI

Grafana Cloud

Together AI

The short version

Where they differ

What each one covers

Only in Grafana Cloud

Only in Together AI

What people use each for

Grafana Cloud

Together AI

Where each one falls short

Grafana Cloud

Together AI

Pricing, plan by plan

Grafana Cloud

Together AI

Which should you pick?

Choose Grafana Cloud if

Choose Together AI if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on Grafana Cloud

More on Together AI

Keep looking

Other head to heads