# LiteLLM vs Goodword Extension (formerly Loop)

LiteLLM records 576,967 monthly visits with +7.9% month-over-month growth and Freemium, Contact for Pricing pricing. Goodword Extension (formerly Loop) records 0 monthly visits with — growth and Free pricing.

| Metric | [LiteLLM](https://openaitools.app/tool/litellm) | [Goodword Extension (formerly Loop)](https://openaitools.app/tool/loop-extension) |
| :--- | :--- | :--- |
| Website URL | https://litellm.ai | https://chromewebstore.google.com/detail/loop-extension/bkoklpnjcemmehbapdibgbiedpjocoil |
| Categories | AI API, Large Language Models (LLMs), AI Developer Tools, Open Source AI Models | AI Assistant, AI CRM, AI Lead Generation, AI Social Media |
| Pricing Model | Freemium, Contact for Pricing | Free |
| Monthly Visits | 576,967 | 0 |
| MoM Growth Rate | +7.9% | — |
| Primary Market | United States | Global |
| Direct Visits | 228,967 | 0 |
| Review Score | 4.8 | 3.9 |
| Saved Count | 5 | 0 |
| Supported Platforms | Website | Browser Extension |

## LiteLLM

LiteLLM is an open-source AI gateway and Python SDK designed to remove vendor lock-in from LLM applications. The SDK lets you call models from OpenAI, Anthropic, Google Vertex AI, Bedrock, Mistral, Azure and dozens of other providers using the same OpenAI-style request format, so switching models is a configuration change rather than a code rewrite. The same project ships an AI Gateway (often called the proxy) that turns that abstraction into a shared service for an entire organization.

That gateway is where most platform teams find the value. It issues virtual keys scoped by team, project or application, tracks spend per key against budgets, applies rate limits (TPM and RPM), and exposes dashboards for request volume, token usage and cost per model. Routing features include load balancing across deployments, automatic fallbacks when a provider fails, retries and budget-based rerouting, plus guardrails for PII masking, prompt-injection detection and secret detection.

The project is genuinely open source with the code on GitHub (BerriAI/litellm) and a very active community. Enterprise features add SSO, audit logs, and support for agents and MCP servers through the same gateway. Notably, LiteLLM supports day-zero access to new models so teams can adopt them as soon as they ship, and it can also serve self-hosted, fine-tuned and internal models behind the same key. Companies cited on the site include NVIDIA, Netflix, Okta, Lemonade and AT&T.

**Pricing & Plans:** Freemium and open source. The self-hosted LiteLLM gateway and SDK are free under an open-source licence, and a free tier lets you get started immediately. Enterprise plans with SSO, audit logs, SLAs and advanced support are quoted on request via the sales team.

- **OpenAI-compatible API for 100+ LLMs:** Call 100+ providers and 1,800+ models using one request format, so you can swap models without changing application code.
- **Virtual keys, teams and budgets:** Issue scoped keys per team, project or app, set monthly spend caps and see exactly who is driving usage and cost.
- **Routing, load balancing and fallbacks:** Distribute traffic across deployments, retry on failure and automatically fall back to another model or provider when one goes down.
- **Observability and spend tracking:** Dashboards for request volume, tokens and cost per model, with support for logging and analytics integrations.
- **Guardrails and policy controls:** Plug in PII masking, prompt-injection detection and secret-detection guardrails, and manage policies centrally instead of in every app.

**Strengths:** Truly open source with a large GitHub community and self-hosting option; Very broad provider coverage with an OpenAI-compatible interface; Enterprise-grade controls: virtual keys, budgets, rate limits and audit logs; Day-zero support for new models and easy fallback when providers fail

**Limitations:** Self-hosting means you own deployment, upgrades and uptime; Feature depth varies between the free open-source version and enterprise plan; The breadth of configuration options can be overwhelming for small projects

[Profile (Markdown)](https://openaitools.app/tool/litellm.md)

## Goodword Extension (formerly Loop)

Goodword, formerly known as Loop Extension, is a relationship management tool delivered primarily as a Chrome extension with a companion mobile app. It is designed around the idea that your professional network is one of your most valuable assets, and that keeping it healthy usually fails because of scattered notes and forgotten follow-ups. Goodword addresses this by collecting and managing information about the people in your life so you can activate, cultivate, and intentionally expand your network.

The extension uses AI in several concrete ways: it organizes professional relationships using enriched data, lets you recap a professional interaction simply by talking to the Assistant, and generates data-driven recommendations about who you should reach out to next. It also helps you track who is due for a follow-up, which is the chore most people drop first.

Setup is intentionally simple. You install the extension from the Chrome Web Store, sign in with your Google account, and optionally connect LinkedIn to pull in context from your existing professional graph. The extension requires login on LinkedIn to activate, and the team behind it also offers a standalone app via a waiting list, indicating the product is still actively developed.

**Pricing & Plans:** The Chrome extension is free to install and use; the companion Goodword app is in a waiting-list phase, so premium tiers may vary — check the developer site for current details.

- **AI-curated relationship organization:** Automatically structures the people in your professional network using enriched contact data rather than manual lists.
- **Conversational interaction recaps:** Talk to the Assistant to summarize a professional meeting or conversation instead of typing up notes.
- **Goal-based outreach recommendations:** Get data-driven suggestions for who in your network is most relevant to reach out to given your professional goals.
- **Follow-up tracking:** See who you should follow up with so relationships do not quietly go cold.
- **LinkedIn context integration:** Connect your LinkedIn account to pull professional context directly into the extension.

**Strengths:** Turns scattered contact notes into an organized, AI-enriched network view; Conversational recaps save time compared with manual CRM data entry; Recommendations are tied to your own goals rather than generic activity feeds; Simple Google plus LinkedIn signup keeps onboarding short

**Limitations:** Requires LinkedIn login to activate the extension, which will not suit everyone; Some functionality is spread across the extension and a separate app that is still invite-based; No public ratings yet, so independent user feedback is limited

[Profile (Markdown)](https://openaitools.app/tool/loop-extension.md)

## Frequently Asked Questions

### How do LiteLLM and Goodword Extension (formerly Loop) compare in monthly traffic?

LiteLLM has 576,967 monthly visits, while Goodword Extension (formerly Loop) has 0. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

LiteLLM has a month-over-month growth rate of +7.9%; Goodword Extension (formerly Loop) has —.

### How does pricing compare?

LiteLLM: Freemium, Contact for Pricing. Freemium and open source. The self-hosted LiteLLM gateway and SDK are free under an open-source licence, and a free tier lets you get started immediately. Enterprise plans with SSO, audit logs, SLAs and advanced support are quoted on request via the sales team. Goodword Extension (formerly Loop): Free. The Chrome extension is free to install and use; the companion Goodword app is in a waiting-list phase, so premium tiers may vary — check the developer site for current details.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [OpenRouter](https://openaitools.app/tool/openrouter-ai) | 19,941,437 | -6.2% | Paid | Provides a massive hosted model catalog with instant access, but requires trusting a third-party platform instead of self-hosting. | [.md](https://openaitools.app/tool/openrouter-ai.md) |
| 2 | [Together AI](https://openaitools.app/tool/together-ai) | 1,645,930 | +64.9% | Freemium, Paid | Hosts high-performance open-weight models directly on dedicated serverless infrastructure, but does not route across external providers. | [.md](https://openaitools.app/tool/together-ai.md) |
| 3 | [OrcaRouter](https://openaitools.app/tool/orcarouter) | 975,300 | -5.2% | Freemium | Delivers automated model failover and budget governance through an API gateway, but with less open-source customization. | [.md](https://openaitools.app/tool/orcarouter.md) |
| 4 | [ZenMux](https://openaitools.app/tool/zenmux) | 444,394 | +16.7% | Freemium, Paid | Unified LLM gateway with failover and analytics, but offers less robust open-source developer SDK support. | [.md](https://openaitools.app/tool/zenmux.md) |
| 5 | [folk](https://openaitools.app/tool/folk-2-0) | 226,232 | -10.2% | Freemium, Free Trial, Paid | The AI CRM for your entire sales motion | [.md](https://openaitools.app/tool/folk-2-0.md) |
| 6 | [Portkey](https://openaitools.app/tool/portkey-ai) | 195,650 | -9.4% | Freemium, Paid, Contact for Pricing | Offers advanced enterprise observability and guardrail tools, but lacks LiteLLM's lightweight self-hosted proxy simplicity. | [.md](https://openaitools.app/tool/portkey-ai.md) |
| 7 | [Eden AI](https://openaitools.app/tool/eden-ai) | 173,828 | +6.5% | Paid, Contact for Pricing | Provides managed multi-provider AI routing and cost tracking, but lacks the native open-source flexibility of LiteLLM. | [.md](https://openaitools.app/tool/eden-ai.md) |
| 8 | [LLM Gateway](https://openaitools.app/tool/llm-gateway) | 168,426 | -14.5% | Freemium, Contact for Pricing | An open-source alternative for unifying LLM providers, but features a less extensive ecosystem of middleware integrations. | [.md](https://openaitools.app/tool/llm-gateway.md) |
| 9 | [Dex — Personal CRM & LinkedIn Assistant](https://openaitools.app/tool/linkedin-gpt-assistant-by-dex) | 156,354 | +1.6% | Paid | The personal CRM that keeps your network warm — with your LinkedIn graph baked in | [.md](https://openaitools.app/tool/linkedin-gpt-assistant-by-dex.md) |
| 10 | [WAPlus](https://openaitools.app/tool/waplus) | 98,398 | +1.4% | Freemium | Turn WhatsApp Web into a CRM with automation, translation, and AI | [.md](https://openaitools.app/tool/waplus.md) |

---
Source: https://openaitools.app/compare/litellm-vs-loop-extension

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)