Cloud & Infrastructure · head to head
Grafana Cloud vs Helicone

Grafana Cloud
Cloud & Infrastructure
Composable observability platform
- From
- Free
- Rated
- -
Helicone
AI Tools
Open-source LLM observability and gateway platform for AI applications
- From
- Free
- Rated
- -
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; Helicone the free Hobby plan is capped at 10,000 requests per month, which teams with production traffic can exceed quickly.
- They diverge on capability: Grafana Cloud covers Grafana Dashboards, Helicone covers Request dashboard and tracking.
Where they differ
Only the attributes on which Grafana Cloud and Helicone actually diverge.
| Attribute | Grafana Cloud | Helicone |
|---|---|---|
| Pricing model | Unknown | freemium |
| Platforms | Web (Chrome, Edge, Firefox, Safari), API | web, api |
| Category | Cloud & Infrastructure | AI Tools |
| Founded | 2014 | Unknown |
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 Helicone
- Request dashboard and tracking
- Sessions and segments
- Helicone Query Language (HQL)
- Prompt datasets and improvement
- Playground
- Rate limits and alerts
What people use each for
The jobs each tool is most often brought in to do.
Grafana Cloud
- Infrastructure monitoringnot Helicone
- Application monitoringnot Helicone
- Log aggregationnot Helicone
- Distributed tracingnot Helicone
Helicone
- Monitoring cost and latency of production LLM applicationsnot Grafana Cloud
- Debugging multi-step agent sessionsnot Grafana Cloud
- Managing and iterating on prompts across a teamnot Grafana Cloud
- Routing requests across multiple LLM providersnot 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
Helicone
- The free Hobby plan is capped at 10,000 requests per month, which teams with production traffic can exceed quickly.
- Advanced compliance features like SOC 2 and HIPAA are only available starting at the $799/month Team plan.
- Usage beyond the free tier is billed on top of the base subscription, adding cost unpredictability at scale.
- On-premises deployment is restricted to the custom Enterprise tier.
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
Helicone
Free- HobbyFree
- 10,000 free requests
- 1 GB storage
- 1 seat
- Pro$79/month
- 10K free requests included, usage-based beyond
- 7-day free trial
- Unlimited playgrounds and workspaces
- Team$799/month
- 5 organizations
- SOC 2 and HIPAA compliance
- Dedicated Slack channel access
- Enterprise$undefined/mo
- Custom MSAs and SAML SSO
- On-premises deployment
- Bulk cloud discounts
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.
Choose Helicone if
- You need request dashboard and tracking.
- You want to start without paying.
- You work on web, api.
- You also want sessions and segments.
Questions people ask
- Is Grafana Cloud or Helicone better?
- Neither clearly leads. Grafana Cloud starts at Free and Helicone at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Grafana Cloud or Helicone?
- Grafana Cloud starts at Free and Helicone at Free.
- Does Grafana Cloud or Helicone run on more platforms?
- Grafana Cloud runs on Web (Chrome, Edge, Firefox, Safari), API. Helicone runs on web, api.
- 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 Helicone is typically brought in for.
- What can Grafana Cloud do that Helicone cannot?
- Grafana Cloud covers Grafana Dashboards, Prometheus Metrics, Loki Logs, Tempo Traces. Helicone covers Request dashboard and tracking, Sessions and segments, Helicone Query Language (HQL), Prompt datasets and improvement.
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.
SourceHelicone: What does Helicone cost?
Helicone offers a free Hobby plan, a Pro plan at $79/month, a Team plan at $799/month, and custom Enterprise pricing, with usage-based charges applying beyond included request limits.
SourceGrafana 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.
SourceHelicone: Is there a free plan, and what are its limits?
The free Hobby plan includes 10,000 requests per month, 1 GB of storage, 1 seat, and 1 organization, aimed at kickstarting AI projects.
SourceGrafana 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.
SourceHelicone: Are there discounts available?
Helicone offers 50% off the first year for qualifying startups, discounts for non-profits, a $100 annual credit for open-source projects, and free access for students.
SourceGrafana 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.
SourceGrafana 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.
SourceRelated pages
More on Grafana Cloud
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- Helicone vs Anthropic API
- Helicone vs D-ID
- Helicone vs Fathom
- Helicone vs Stable Diffusion
- Helicone vs Perplexity
- Helicone vs Arize AI
- Helicone vs Black Forest Labs
- Helicone vs Cartesia
- Helicone vs Deepgram
- Helicone vs Ideogram
- Helicone vs Jasper
- Helicone vs PromptLayer
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