Is Helicone or Pulumi better?

Neither clearly leads. Helicone starts at Free and Pulumi at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.

Which is cheaper, Helicone or Pulumi?

Helicone starts at Free and Pulumi at Free.

Does Helicone or Pulumi run on more platforms?

Helicone runs on web, api. Pulumi runs on Linux, Windows, Mac, Api.

Can I use Helicone for free?

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

What is Helicone best used for?

Helicone is most often used for monitoring cost and latency of production llm applications, debugging multi-step agent sessions, managing and iterating on prompts across a team, routing requests across multiple llm providers. Of those, monitoring cost and latency of production llm applications and debugging multi-step agent sessions are not what Pulumi is typically brought in for.

What can Helicone do that Pulumi cannot?

Helicone covers Request dashboard and tracking, Sessions and segments, Helicone Query Language (HQL), Prompt datasets and improvement. Pulumi covers Multi-language support, Multi-cloud, State management, Secrets management.

AI Tools · head to head

Helicone vs Pulumi

Helicone

AI Tools

Open-source LLM observability and gateway platform for AI applications

From: Free
Rated: -

Full review Website

Pulumi

Cloud & Infrastructure

Modern infrastructure as code using programming languages

From: Free
Rated: -

Full review Website

The short version

Each has a real cost: Helicone the free Hobby plan is capped at 10,000 requests per month, which teams with production traffic can exceed quickly.; Pulumi the free Individual plan allows one user and one concurrent stack update
They diverge on capability: Helicone covers Request dashboard and tracking, Pulumi covers Multi-language support.

Where they differ

Only the attributes on which Helicone and Pulumi actually diverge.

Attributes where Helicone and Pulumi differ
Attribute	Helicone	Pulumi
Platforms	web, api	Linux, Windows, Mac, Api
Category	AI Tools	Cloud & Infrastructure
Founded	Unknown	2017

Identical on both: starting price (Free), pricing model (freemium), 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 Helicone

Request dashboard and tracking
Sessions and segments
Helicone Query Language (HQL)
Prompt datasets and improvement
Playground
Rate limits and alerts

Only in Pulumi

Multi-language support
Multi-cloud
State management
Secrets management
RBAC
Stacks
Automation API
Policy as Code

What people use each for

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

Helicone

Monitoring cost and latency of production LLM applicationsnot Pulumi
Debugging multi-step agent sessionsnot Pulumi
Managing and iterating on prompts across a teamnot Pulumi
Routing requests across multiple LLM providersnot Pulumi

Pulumi

Defining cloud infrastructure as code in TypeScript, Python, Go, C# or Java rather than a DSLnot Helicone
Managing Pulumi state and secrets in a hosted backend instead of self-managed storagenot Helicone
Policy, drift detection and deployment workflows for platform engineering teamsnot Helicone

Where each one falls short

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

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.

Pulumi

The free Individual plan allows one user and one concurrent stack update
The Team plan is $40 per month base including 40 credits, and caps the organisation at 10 users
SAML/SSO, RBAC, audit logs and drift detection require the Enterprise plan at $400 per month base
The per-resource rate rises from $0.1825 per resource per month on Team to $0.365 on Enterprise, so upgrading raises the unit price as well as the base fee
Managed secrets are billed separately at $0.50 per secret per month on Team and $0.75 on Enterprise
Self-hosting, SCIM user sync, audit log export and 24x7 support are only in Business Critical, which is custom priced with no published rate
Team includes up to 500 resources and Enterprise up to 2,000, with everything beyond billed on demand as credits

Pricing, plan by plan

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

Pulumi

Free

Pulumi CommunityFree
- Open source
- Community support
- Self-hosted
Pulumi Cloud$10/month
- Hosted backend
- Team collaboration
- RBAC

Which should you pick?

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.

Helicone review

Choose Pulumi if

You need multi-language support.
You want to start without paying.
You work on Linux, Windows, Mac, Api.
You also want multi-cloud.

Pulumi review

Questions people ask

Is Helicone or Pulumi better?: Neither clearly leads. Helicone starts at Free and Pulumi at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Helicone or Pulumi?: Helicone starts at Free and Pulumi at Free.
Does Helicone or Pulumi run on more platforms?: Helicone runs on web, api. Pulumi runs on Linux, Windows, Mac, Api.
Can I use Helicone for free?: Both have a free tier, so you can try either at no cost before committing.
What is Helicone best used for?: Helicone is most often used for monitoring cost and latency of production llm applications, debugging multi-step agent sessions, managing and iterating on prompts across a team, routing requests across multiple llm providers. Of those, monitoring cost and latency of production llm applications and debugging multi-step agent sessions are not what Pulumi is typically brought in for.
What can Helicone do that Pulumi cannot?: Helicone covers Request dashboard and tracking, Sessions and segments, Helicone Query Language (HQL), Prompt datasets and improvement. Pulumi covers Multi-language support, Multi-cloud, State management, Secrets management.

Answered from the vendors’ own pages

Helicone: 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.

Source

Helicone: 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.

Source

Helicone: 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.

Source

Helicone vs Pulumi

Helicone

Pulumi

The short version

Where they differ

What each one covers

Only in Helicone

Only in Pulumi

What people use each for

Helicone

Pulumi

Where each one falls short

Helicone

Pulumi

Pricing, plan by plan

Helicone

Pulumi

Which should you pick?

Choose Helicone if

Choose Pulumi if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on Helicone

More on Pulumi

Keep looking

Other head to heads