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AI · head to head

Helicone vs Shotcut

Helicone logo

Helicone

AI

Open-source LLM observability and gateway platform for AI applications

From
Free
Rated
-
Full reviewWebsite
S

Shotcut

Video Production

Free, open-source, cross-platform video editor built on the MLT framework

From
Free
Rated
-
Full reviewWebsite

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.; Shotcut interface is dense and less polished than commercial competitors like VEGAS Pro.
  • They diverge on capability: Helicone covers Request dashboard and tracking, Shotcut covers Native timeline editing.
  • Prices and features above were last checked on 29 August 2026.

Where they differ

Only the attributes on which Helicone and Shotcut actually diverge.

Attributes where Helicone and Shotcut differ
AttributeHeliconeShotcut
Pricing modelfreemiumopen-source
Platformsweb, apiwindows, mac, linux
CategoryAIVideo Production
FoundedUnknown2004

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 Helicone

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

Only in Shotcut

  • Native timeline editing
  • Wide format support
  • 4K resolution support
  • Blackmagic Design SDI/HDMI capture
  • Multi-format timelines
  • Text and audio filters

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 Shotcut
  • Debugging multi-step agent sessionsnot Shotcut
  • Managing and iterating on prompts across a teamnot Shotcut
  • Routing requests across multiple LLM providersnot Shotcut

Shotcut

  • Free cross-platform video editingnot Helicone
  • Working with mixed-format footage in one projectnot Helicone
  • 4K video editing without a subscriptionnot Helicone
  • Capturing footage from Blackmagic SDI/HDMI hardwarenot 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.

Shotcut

  • Interface is dense and less polished than commercial competitors like VEGAS Pro.
  • No built-in cloud collaboration or team review features.
  • Performance on very large 4K projects can lag on modest hardware.
  • Community-driven support model means no official paid support channel.

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

Shotcut

Free
  • FreeFree
    • Full editor
    • All filters and effects
    • Community support

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 Shotcut if

  • You need native timeline editing.
  • You want to start without paying.
  • You work on windows, mac, linux.
  • You also want wide format support.
Shotcut review

Questions people ask

Is Helicone or Shotcut better?
Neither clearly leads. Helicone starts at Free and Shotcut at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Helicone or Shotcut?
Helicone starts at Free and Shotcut at Free.
Does Helicone or Shotcut run on more platforms?
Helicone runs on web, api. Shotcut runs on windows, mac, linux.
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 Shotcut is typically brought in for.
What can Helicone do that Shotcut cannot?
Helicone covers Request dashboard and tracking, Sessions and segments, Helicone Query Language (HQL), Prompt datasets and improvement. Shotcut covers Native timeline editing, Wide format support, 4K resolution support, Blackmagic Design SDI/HDMI capture.

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
Shotcut: Is Shotcut free for commercial use?

Yes. Shotcut is distributed under the GPLv3 license, which grants the freedom to run the program for any purpose, including commercial use, at no cost.

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
Shotcut: Does Shotcut collect personal data?

No. Shotcut does not collect, store, or share any personal information, and it requires no network connection for activation or usage tracking.

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
Shotcut: What operating systems does Shotcut support?

Shotcut supports Windows 10 (build 1809) and later, macOS 12-26, and 64-bit Linux with glibc 2.35 or higher.

Source
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