Software Alternatives, Accelerators & Startups

Helicone AI VS Userscripts

Compare Helicone AI VS Userscripts and see what are their differences

Helicone AI logo Helicone AI

Open-source LLM Observability for Developers

Userscripts logo Userscripts

An open-source userscript editor for Safari.
Not present
  • Userscripts Landing page
    Landing page //
    2023-09-10

Helicone AI features and specs

No features have been listed yet.

Userscripts features and specs

  • Customization
    Userscripts allow for extensive customization of web experiences, as users can write scripts in JavaScript to modify the behavior and appearance of websites according to their needs.
  • Enhanced Productivity
    By automating repetitive tasks and adding useful shortcuts, userscripts can significantly enhance productivity for users who interact frequently with specific web applications.
  • Open Source Nature
    Being hosted on GitHub, Userscripts is open source, allowing developers to contribute, review the code for security purposes, and fork the project for personal use.
  • Community Support
    Userscripts have a strong community backing, with many scripts readily available through various online repositories, providing users with a wide array of pre-made scripts to choose from.
  • Cross-Browser Compatibility
    Many userscripts are designed to be cross-browser compatible, functioning in browsers like Chrome, Firefox, and others that support userscript managers like Tampermonkey or Greasemonkey.

Possible disadvantages of Userscripts

  • Security Risks
    Userscripts can pose security risks, as malicious scripts could potentially capture sensitive user data or perform harmful actions on behalf of the user.
  • Maintenance Overhead
    As websites update their structures and functionalities, users may need to frequently maintain or update their scripts to ensure continued compatibility and performance.
  • Technical Barrier
    Creating and managing userscripts often requires a certain level of technical knowledge, particularly in JavaScript, which may not be accessible to non-technical users.
  • Browser Deprecation Concerns
    Future browser updates might deprecate some functionalities that userscripts rely on, potentially rendering some scripts useless unless updated.
  • Performance Impact
    Poorly written or overly complex scripts might lead to performance issues, slowing down browsers or websites as they perform additional processing on pages.

Analysis of Helicone AI

Overall verdict

  • Helicone is a strong, developer-friendly LLM observability platform that offers easy integration, useful logging, and cost tracking, making it a solid choice for teams building with large language models.

Why this product is good

  • Simple integration that often requires only a change to the API base URL or a lightweight proxy setup
  • Comprehensive request logging, tracing, and monitoring for LLM applications
  • Built-in cost tracking and usage analytics to help manage and optimize spending
  • Features like caching, rate limiting, and prompt management that improve performance and reliability
  • Open-source core with self-hosting options, giving flexibility and transparency
  • Support for popular providers like OpenAI, Anthropic, and others

Recommended for

  • Developers and startups building applications on top of LLM APIs
  • Teams that need visibility into token usage and API costs
  • Companies wanting to monitor, debug, and optimize their AI-powered features
  • Organizations that prefer open-source tools with self-hosting capabilities
  • Product teams iterating on prompts and needing analytics on model performance

Helicone AI videos

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Userscripts videos

5 Recommended Tampermonkey Userscripts in 2022

More videos:

  • Review - Creating TamperMonkey Userscripts | Augmented Browsing

Category Popularity

0-100% (relative to Helicone AI and Userscripts)
AI
100 100%
0% 0
Browser Extensions
0 0%
100% 100
Developer Tools
92 92%
8% 8
Dark Mode
0 0%
100% 100

User comments

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Social recommendations and mentions

Based on our record, Userscripts should be more popular than Helicone AI. It has been mentiond 14 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Helicone AI mentions (5)

  • Best AI Monitoring Tools in 2026: LLM, Agent, and MCP Observability Compared
    Helicone takes the simplest possible approach to LLM monitoring: it's a proxy. Change your OpenAI base URL from api.openai.com to oai.helicone.ai, add your Helicone API key as a header, and every LLM request is logged โ€” latency, tokens, cost, prompts, and completions. No SDK integration, no code changes beyond a URL swap. - Source: dev.to / 29 days ago
  • What is an LLM evaluation harness? A deep dive into lm-eval-harness
    You're monitoring production traffic. You need Langfuse / Phoenix / Helicone / Braintrust for that. Online eval is a different problem class: implicit feedback, drift detection, hallucination rates on your data, not on HellaSwag. - Source: dev.to / about 1 month ago
  • Building Your Own AI Proxy: Route, Cache, and Monitor LLM Requests in TypeScript
    For many teams, especially those starting out or with simpler needs, commercial solutions like Portkey, Helicone, OpenPipe, or LiteLLM Proxy offer off-the-shelf capabilities that cover many common proxy use cases (caching, logging, cost tracking). NeuroLink itself can be seen as an SDK that complements these, allowing you to integrate with them or build similar features on top. - Source: dev.to / 3 months ago
  • Top 7 LLM Observability Tools in 2026: Which One Actually Fits Your Stack?
    TL;DR: Go with Langfuse if you want open-source and self-hosted. Pick Helicone if you want the fastest setup (2 minutes, no SDK). Stick with LangSmith if your stack already runs on LangChain. And if your org already pays for Datadog, their LLM module slots right in. - Source: dev.to / 4 months ago
  • Show HN: Helicone (YC W23) โ€“ OSS LLM Observability and Development Platform
    Hey HN, we're Justin and Cole, the founders of Helicone (https://helicone.ai) or self-deploy with our new fully open-source helm chart (https://helicone.ai/selfhost). Yet even with detailed traces, probabilistic systems are notoriously hard to debug at scale. So, we released evaluators (either via LLM-as-judge or custom Python evaluators leveraging the CodeSandbox SDK - https://codesandbox.io/docs/sdk/sandboxes).... - Source: Hacker News / over 1 year ago

Userscripts mentions (14)

  • Jeffgeerling.com has been Migrated to Hugo
    The looking icon is the Userscripts extensions. https://github.com/quoid/userscripts. - Source: Hacker News / 6 months ago
  • Show HN: My first programming project โ€“ userscripts to change forum UIs
    Hi, I'm Will. I'm 24, autistic, and have OCD tendencies. I'm learning to code and this is my first public project. Iโ€™d really appreciate your feedback and encouragement! This project lets me solve some of my OCD problems online. There are a couple of parts of the forums that I visit โ€“ Space Battles, Sufficient Velocity, and Questionable Questing โ€“ that I want to remove. Specifically, I hate seeing indicators of... - Source: Hacker News / over 2 years ago
  • Show HN: HNRelevant โ€“ Explore Related Discussions on HN in an Integrated Sidebar
    You can use userscripts [1] which is a safari extension which allows you to add userscripts, and the author of this work have an userscript [2] that you can use with safari (or any other browser) [1] https://github.com/quoid/userscripts. - Source: Hacker News / over 2 years ago
  • Apple and Safari playing catch-up?
    That Safari also supports UserScripts and Extensions also somewhat mutes some of Arc's benefits, so it will be interesting to see how/if Arc responds. Source: about 3 years ago
  • HN: Thank you for being fast, ad-free and text only
    }` In Safari, using Userscripts extension: https://github.com/quoid/userscripts#userscripts-safari. - Source: Hacker News / over 3 years ago
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What are some alternatives?

When comparing Helicone AI and Userscripts, you can also consider the following products

Langfuse - Langfuse is an open-source LLM engineering platform that helps teams collaboratively debug, analyze, and iterate on their LLM applications.

Violentmonkey - Violentmonkey is a userscript manager to support running userscripts in web pages.

LangSmith - Build and deploy LLM applications with confidence

Greasemonkey - Customize the way a web page displays or behaves, by using small bits of JavaScript.

Portkey - Build production-grade & reliable AI apps with Portkey

Tampermonkey - Greasemonkey compatible script manager.