Provides a massive hosted model catalog with instant access, but requires trusting a third-party platform instead of self-hosting.
#1LiteLLM records 576,967 monthly visits with +7.9% month-over-month growth and Freemium, Contact for Pricing pricing. sunbeam (formerly Positional) records 431 monthly visits with -95.1% growth and Contact for Pricing pricing.

An autonomous SEO agent that runs strategy, content and technical SEO end to end
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | litellm.ai | positional.com |
| Pricing Model | Freemium, Contact for Pricing | Contact for Pricing |
| Monthly Visits | 576.97K (576,967) | 431 (431) |
| MoM Traffic Delta |
|---|
| +42.48K (+7.9%) |
| -8.28K (-95.1%) |
| Primary Market & Share | 🇺🇸 United States (27.9%) | 🇺🇸 United States (51.1%) |
|---|
| Direct Visits / mo | 228.97K | 169 |
|---|
| User Rating | 4.8 | 4.3 |
|---|
| Supported Platforms | Website | Website |
|---|

One open-source AI gateway for 100+ LLM providers
Call 100+ providers and 1,800+ models using one request format, so you can swap models without changing application code.
Issue scoped keys per team, project or app, set monthly spend caps and see exactly who is driving usage and cost.
Distribute traffic across deployments, retry on failure and automatically fall back to another model or provider when one goes down.
Dashboards for request volume, tokens and cost per model, with support for logging and analytics integrations.

An autonomous SEO agent that runs strategy, content and technical SEO end to end
One agent owns strategy, content, editorial and technical SEO, running each workstream independently and in parallel rather than as a stack of separate tools.
Onboarding reads product pages, blog archives, brand-voice documents, competitor sites and customer reviews to build an internal knowledge graph of your business.
The agent drafts and plans content in your mapped brand voice, keeps an editorial calendar moving and tracks performance across pages.
Technical SEO runs alongside content work, so structural issues are identified and addressed without a separate queue.
Provides a massive hosted model catalog with instant access, but requires trusting a third-party platform instead of self-hosting.
#1
SpecialistHosts high-performance open-weight models directly on dedicated serverless infrastructure, but does not route across external providers.
#2Delivers automated model failover and budget governance through an API gateway, but with less open-source customization.

Unified LLM gateway with failover and analytics, but offers less robust open-source developer SDK support.
AI visibility platform to get your brand cited in AI search
Offers advanced enterprise observability and guardrail tools, but lacks LiteLLM's lightweight self-hosted proxy simplicity.

Free / Open-sourceAI SEO manager that tracks rankings and AI answers, then does the work

Provides managed multi-provider AI routing and cost tracking, but lacks the native open-source flexibility of LiteLLM.
Free / Open-sourceAn open-source alternative for unifying LLM providers, but features a less extensive ecosystem of middleware integrations.

Free / Open-sourceWin AI search discovery with content agents and strategy

Free / Open-sourceThe AI SEO agent that researches, writes, publishes, and builds links for you

Free / Open-sourceAI SEO agents that rank on Google and get cited by AI chatbots
Provides a massive hosted model catalog with instant access, but requires trusting a third-party platform instead of self-hosting.
SpecialistHosts high-performance open-weight models directly on dedicated serverless infrastructure, but does not route across external providers.
Delivers automated model failover and budget governance through an API gateway, but with less open-source customization.
Unified LLM gateway with failover and analytics, but offers less robust open-source developer SDK support.
AI visibility platform to get your brand cited in AI search
Offers advanced enterprise observability and guardrail tools, but lacks LiteLLM's lightweight self-hosted proxy simplicity.
Free / Open-sourceAI SEO manager that tracks rankings and AI answers, then does the work
Free / Open-sourceAn open-source alternative for unifying LLM providers, but features a less extensive ecosystem of middleware integrations.
Free / Open-sourceWin AI search discovery with content agents and strategy
Free / Open-sourceThe AI SEO agent that researches, writes, publishes, and builds links for you
Free / Open-sourceAI SEO agents that rank on Google and get cited by AI chatbots