{"id":1305,"date":"2026-03-09T12:23:33","date_gmt":"2026-03-09T10:23:33","guid":{"rendered":"https:\/\/shareai.now\/?p=1305"},"modified":"2026-03-10T02:21:00","modified_gmt":"2026-03-10T00:21:00","slug":"kong-ai-alternatives","status":"publish","type":"post","link":"https:\/\/shareai.now\/blog\/alternatives\/kong-ai-alternatives\/","title":{"rendered":"Best Kong AI Alternatives 2026: Why ShareAI Is #1 (Real Options, Pricing &amp; Migration Guide)"},"content":{"rendered":"\n<p>If you\u2019re comparing <strong>Kong AI alternatives<\/strong> or scanning for <strong>Kong AI competitors<\/strong>, this guide maps the landscape like a builder would. We\u2019ll clarify what people mean by \u201cKong AI\u201d (either <em>Kong\u2019s AI Gateway<\/em> or <em>Kong.ai<\/em> the agent\/chatbot product), define where <strong>LLM aggregators<\/strong> fit, then compare the best alternatives\u2014placing <strong>ShareAI<\/strong> first for teams that want one API across many providers, a <strong>transparent marketplace<\/strong>, smart routing\/failover, and fair economics that send <strong>70% of spend back to GPU providers<\/strong>. The People\u2011Powered AI API.<\/p>\n\n\n\n<p>Throughout this article, you\u2019ll find practical comparisons, a TCO framework, a migration guide, and copy\u2011paste API examples so you can ship quickly.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What \u201cKong AI\u201d refers to (two distinct products)<\/h2>\n\n\n\n<p><strong>Kong AI Gateway (by Kong Inc.)<\/strong> is an enterprise AI\/LLM gateway: governance, policies\/plugins, analytics, and observability for AI traffic at the edge. You bring your providers\/models; it\u2019s an infrastructure control plane rather than a model marketplace.<\/p>\n\n\n\n<p><strong>Kong.ai<\/strong> is a business chatbot\/agent product for support and sales. It packages conversational UX, memory, and channels\u2014useful for building assistants, but not aimed at developer\u2011centric, provider\u2011agnostic LLM aggregation.<\/p>\n\n\n\n<p><em>Bottom line:<\/em> If you need governance and policy enforcement, a gateway can be a great fit. If you want <strong>one API<\/strong> over many models\/providers with transparent price\/latency\/uptime <em>before<\/em> you route, you\u2019re looking for an <strong>aggregator with a marketplace<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What are LLMs (and why teams rarely standardize on just one)?<\/h2>\n\n\n\n<p>Large Language Models (LLMs) such as GPT, Llama, and Mistral are probabilistic text generators trained on vast corpora. They power chat, RAG, agents, summarization, code, and more. But no single model wins across every task, language, or latency\/cost profile\u2014so multi\u2011model access matters.<\/p>\n\n\n\n<p>Performance changes over time (new model releases, pricing shifts, traffic spikes). In production, integration and ops\u2014keys, logging, retries, cost controls, and failover\u2014matter as much as raw model quality.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Aggregators vs. gateways vs. agent platforms (and why buyers mix them up)<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>LLM aggregators:<\/strong> one API across many models\/providers; routing\/failover; price\/perf comparisons; vendor\u2011neutral switching.<\/li>\n\n\n\n<li><strong>AI gateways:<\/strong> governance and policy at the network edge; plugins, rate limits, analytics; bring your own providers.<\/li>\n\n\n\n<li><strong>Agent\/chatbot platforms:<\/strong> packaged conversational UX, memory, tools, and channels for business\u2011facing assistants.<\/li>\n<\/ul>\n\n\n\n<p>Many teams start with a gateway for central policy, then add an aggregator to get transparent marketplace routing (or vice\u2011versa). Your stack should reflect what you deploy today and how you plan to scale.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">How we evaluated the best Kong AI alternatives<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Model breadth &amp; neutrality:<\/strong> proprietary + open, no rewrites; easy to switch.<\/li>\n\n\n\n<li><strong>Latency &amp; resilience:<\/strong> routing policies; timeouts; retries; instant failover.<\/li>\n\n\n\n<li><strong>Governance &amp; security:<\/strong> key handling, provider controls, access boundaries.<\/li>\n\n\n\n<li><strong>Observability:<\/strong> prompt\/response logs, traces, cost\/latency dashboards.<\/li>\n\n\n\n<li><strong>Pricing transparency &amp; TCO:<\/strong> unit rates you can compare before routing.<\/li>\n\n\n\n<li><strong>Dev experience:<\/strong> docs, quickstarts, SDKs, playgrounds; time\u2011to\u2011first\u2011token.<\/li>\n\n\n\n<li><strong>Community &amp; economics:<\/strong> whether spend grows supply (incentives for GPU owners).<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">#1 \u2014 ShareAI (People\u2011Powered AI API): the best Kong AI alternative<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"547\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-1024x547.jpg\" alt=\"\" class=\"wp-image-1672\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-1024x547.jpg 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-300x160.jpg 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-768x410.jpg 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-1536x820.jpg 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai.jpg 1896w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>ShareAI<\/strong> is a multi\u2011provider API with a <strong>transparent marketplace<\/strong> and <strong>smart routing<\/strong>. With one integration, you can browse a large catalog of models and providers, compare <em>price, availability, latency, uptime, provider type<\/em>, and route with <strong>instant failover<\/strong>. Its economics are people\u2011powered: <strong>70% of every dollar flows to GPU providers<\/strong> who keep models online. :contentReference[oaicite:2]<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>One API \u2192 150+ models<\/strong> across many providers\u2014no rewrites, no lock\u2011in.<\/li>\n\n\n\n<li><strong>Transparent marketplace:<\/strong> choose by price, latency, uptime, availability, provider type.<\/li>\n\n\n\n<li><strong>Resilience by default:<\/strong> routing policies + instant failover.<\/li>\n\n\n\n<li><strong>Fair economics:<\/strong> 70% of spend goes to providers (community or company).<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Quick links (Playground, keys, docs)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=kong-ai-alternatives\" target=\"_blank\" rel=\"noreferrer noopener\">Browse Models (Marketplace)<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=kong-ai-alternatives\" target=\"_blank\" rel=\"noreferrer noopener\">Open Playground<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=kong-ai-alternatives\" target=\"_blank\" rel=\"noreferrer noopener\">Create API Key<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/shareai.now\/docs\/api\/using-the-api\/getting-started-with-shareai-api\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=kong-ai-alternatives\" target=\"_blank\" rel=\"noreferrer noopener\">API Reference (Quickstart)<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/shareai.now\/docs\/about-shareai\/console\/glance\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=kong-ai-alternatives\" target=\"_blank\" rel=\"noreferrer noopener\">User Guide (Console Overview)<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/shareai.now\/releases\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=kong-ai-alternatives\" target=\"_blank\" rel=\"noreferrer noopener\">Releases<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">For providers: anyone can earn by keeping models online<\/h3>\n\n\n\n<p>ShareAI is open supply. <strong>Anyone can become a provider<\/strong>\u2014Community or Company. Onboard via Windows, Ubuntu, macOS, or Docker. Contribute idle\u2011time bursts or run always\u2011on. Choose your incentive: <strong>Rewards<\/strong> (money), <strong>Exchange<\/strong> (tokens\/AI Prosumer), or <strong>Mission<\/strong> (donate a % to NGOs). As you scale, you can set your own inference prices and gain preferential exposure.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/shareai.now\/docs\/provider\/manage\/overview\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=kong-ai-alternatives\" target=\"_blank\" rel=\"noreferrer noopener\">Provider Guide<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/console.shareai.now\/app\/provider\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=kong-ai-alternatives\" target=\"_blank\" rel=\"noreferrer noopener\">Provider Dashboard<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Copy\u2011paste examples (Chat Completions)<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code># cURL (bash) \u2014 Chat Completions\n# Prereqs:\n#   export SHAREAI_API_KEY=\"YOUR_KEY\"\n\ncurl -X POST \"https:\/\/api.shareai.now\/v1\/chat\/completions\" \\\n  -H \"Authorization: Bearer $SHAREAI_API_KEY\" \\\n  -H \"Content-Type: application\/json\" \\\n  -d '{\n    \"model\": \"llama-3.1-70b\",\n    \"messages\": &#91;\n      { \"role\": \"user\", \"content\": \"Give me a short haiku about reliable routing.\" }\n    ],\n    \"temperature\": 0.4,\n    \"max_tokens\": 128\n  }'<\/code><\/pre>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ JavaScript (fetch) \u2014 Node 18+\/Edge runtimes\n\/\/ Prereqs:\n\/\/   process.env.SHAREAI_API_KEY = \"YOUR_KEY\"\n\nasync function main() {\n  const res = await fetch(\"https:\/\/api.shareai.now\/v1\/chat\/completions\", {\n    method: \"POST\",\n    headers: {\n      \"Authorization\": `Bearer ${process.env.SHAREAI_API_KEY}`,\n      \"Content-Type\": \"application\/json\"\n    },\n    body: JSON.stringify({\n      model: \"llama-3.1-70b\",\n      messages: &#91;\n        { role: \"user\", content: \"Give me a short haiku about reliable routing.\" }\n      ],\n      temperature: 0.4,\n      max_tokens: 128\n    })\n  });\n\n  if (!res.ok) {\n    console.error(\"Request failed:\", res.status, await res.text());\n    return;\n  }\n\n  const data = await res.json();\n  console.log(JSON.stringify(data, null, 2));\n}\n\nmain().catch(console.error);<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">The Best Alternatives to Kong AI (full list)<\/h2>\n\n\n\n<p>Below mirrors the vendor set many teams evaluate: <strong>Eden AI<\/strong>, <strong>OpenRouter<\/strong>, <strong>LiteLLM<\/strong>, <strong>Unify<\/strong>, <strong>Portkey<\/strong>, and <strong>Orq AI<\/strong>. We keep it neutral and practical, then explain when <strong>ShareAI<\/strong> is the better fit for marketplace transparency and community economics.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2) Eden AI<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"473\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/edenai-1024x473.jpg\" alt=\"\" class=\"wp-image-1668\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/edenai-1024x473.jpg 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/edenai-300x139.jpg 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/edenai-768x355.jpg 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/edenai-1536x709.jpg 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/edenai.jpg 1893w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>What it is:<\/strong> A platform that aggregates LLMs <em>and<\/em> broader AI services such as image, translation, and TTS. It emphasizes convenience across multiple AI capabilities and includes caching, fallbacks, and batch processing.<\/p>\n\n\n\n<p><strong>Strengths:<\/strong> Wide multi\u2011capability surface; fallbacks\/caching; pay\u2011as\u2011you\u2011go optimization.<\/p>\n\n\n\n<p><strong>Trade\u2011offs:<\/strong> Less emphasis on a <em>transparent marketplace<\/em> that foregrounds per\u2011provider price\/latency\/uptime before you route. Marketplace\u2011first teams often prefer ShareAI\u2019s pick\u2011and\u2011route workflow.<\/p>\n\n\n\n<p><strong>Best for:<\/strong> Teams that want LLMs plus other AI services in one place, with convenience and breadth.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3) OpenRouter<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"527\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/openrouter-1024x527.png\" alt=\"\" class=\"wp-image-1670\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/openrouter-1024x527.png 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/openrouter-300x155.png 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/openrouter-768x396.png 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/openrouter-1536x791.png 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/openrouter.png 1897w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>What it is:<\/strong> A unified API over many models. Developers value the breadth and familiar request\/response style.<\/p>\n\n\n\n<p><strong>Strengths:<\/strong> Wide model access with one key; fast experimentation.<\/p>\n\n\n\n<p><strong>Trade\u2011offs:<\/strong> Less focus on a provider marketplace view or enterprise governance depth.<\/p>\n\n\n\n<p><strong>Best for:<\/strong> Quick trials across models without deep control-plane needs.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4) LiteLLM<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"542\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/litellm-1024x542.jpg\" alt=\"\" class=\"wp-image-1666\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/litellm-1024x542.jpg 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/litellm-300x159.jpg 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/litellm-768x407.jpg 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/litellm-1536x813.jpg 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/litellm.jpg 1887w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>What it is:<\/strong> A Python SDK + self\u2011hostable proxy that speaks an OpenAI\u2011compatible interface to many providers.<\/p>\n\n\n\n<p><strong>Strengths:<\/strong> Lightweight; quick to adopt; cost tracking; simple routing\/fallback.<\/p>\n\n\n\n<p><strong>Trade\u2011offs:<\/strong> You operate the proxy and observability; marketplace transparency and community economics are out of scope.<\/p>\n\n\n\n<p><strong>Best for:<\/strong> Smaller teams that prefer a DIY proxy layer.<\/p>\n\n\n\n<p>Repo: <a href=\"https:\/\/github.com\/BerriAI\/litellm?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=kong-ai-alternatives\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">LiteLLM on GitHub<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5) Unify<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"544\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/unify-1024x544.jpg\" alt=\"\" class=\"wp-image-1673\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/unify-1024x544.jpg 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/unify-300x159.jpg 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/unify-768x408.jpg 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/unify-1536x816.jpg 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/unify.jpg 1889w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>What it is:<\/strong> Performance\u2011oriented routing and evaluation to choose better models per prompt.<\/p>\n\n\n\n<p><strong>Strengths:<\/strong> Quality\u2011driven routing; benchmarking and model selection focus.<\/p>\n\n\n\n<p><strong>Trade\u2011offs:<\/strong> Opinionated surface area; lighter on marketplace transparency.<\/p>\n\n\n\n<p><strong>Best for:<\/strong> Teams optimizing response quality with evaluation loops.<\/p>\n\n\n\n<p>Website: <a href=\"https:\/\/unify.ai\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=kong-ai-alternatives\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">unify.ai<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">6) Portkey<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"524\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/portkey-1024x524.jpg\" alt=\"\" class=\"wp-image-1667\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/portkey-1024x524.jpg 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/portkey-300x153.jpg 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/portkey-768x393.jpg 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/portkey-1536x786.jpg 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/portkey.jpg 1892w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>What it is:<\/strong> An AI gateway with observability, guardrails, and governance features\u2014popular in regulated industries.<\/p>\n\n\n\n<p><strong>Strengths:<\/strong> Deep traces\/analytics; safety controls; policy enforcement.<\/p>\n\n\n\n<p><strong>Trade\u2011offs:<\/strong> Added operational surface; less about marketplace\u2011style transparency.<\/p>\n\n\n\n<p><strong>Best for:<\/strong> Audit\u2011heavy and compliance\u2011sensitive teams.<\/p>\n\n\n\n<p>Feature page: <a href=\"https:\/\/portkey.ai\/features\/ai-gateway?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=kong-ai-alternatives\" target=\"_blank\" rel=\"noreferrer noopener sponsored\">Portkey AI Gateway<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">7) Orq AI<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"549\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/orgai-1024x549.png\" alt=\"\" class=\"wp-image-1674\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/orgai-1024x549.png 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/orgai-300x161.png 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/orgai-768x412.png 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/orgai-1536x823.png 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/orgai.png 1896w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>What it is:<\/strong> Orchestration and collaboration platform that helps teams move from experiments to production with low\u2011code flows.<\/p>\n\n\n\n<p><strong>Strengths:<\/strong> Workflow orchestration; cross\u2011functional visibility; platform analytics.<\/p>\n\n\n\n<p><strong>Trade\u2011offs:<\/strong> Lighter on aggregation\u2011specific features like marketplace transparency and provider economics.<\/p>\n\n\n\n<p><strong>Best for:<\/strong> Startups\/SMBs that want orchestration more than deep aggregation controls.<\/p>\n\n\n\n<p>Website: <a href=\"https:\/\/orq.ai\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=kong-ai-alternatives\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">orq.ai<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Kong AI vs ShareAI vs Eden AI vs OpenRouter vs LiteLLM vs Unify vs Portkey vs Orq: quick comparison<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Platform<\/th><th>Who it serves<\/th><th>Model breadth<\/th><th>Governance &amp; security<\/th><th>Observability<\/th><th>Routing \/ failover<\/th><th>Marketplace transparency<\/th><th>Pricing style<\/th><th>Provider program<\/th><\/tr><\/thead><tbody><tr><td><strong>ShareAI<\/strong><\/td><td>Product\/platform teams who want one API + fair economics<\/td><td><strong>150+ models<\/strong> across many providers<\/td><td>API keys &amp; per\u2011route controls<\/td><td>Console usage + marketplace stats<\/td><td><strong>Smart routing + instant failover<\/strong><\/td><td><strong>Yes<\/strong> (price, latency, uptime, availability, provider type)<\/td><td>Pay\u2011per\u2011use; compare providers<\/td><td><strong>Yes<\/strong> \u2014 open supply; <strong>70%<\/strong> to providers<\/td><\/tr><tr><td><strong>Kong AI Gateway<\/strong><\/td><td>Enterprises needing gateway\u2011level governance<\/td><td>BYO providers<\/td><td><strong>Strong<\/strong> edge policies\/plugins<\/td><td>Analytics<\/td><td>Proxy\/plugins, retries<\/td><td>No (infra tool)<\/td><td>Software + usage (varies)<\/td><td>N\/A<\/td><\/tr><tr><td><strong>Eden AI<\/strong><\/td><td>Teams needing LLM + other AI services<\/td><td>Broad multi\u2011service<\/td><td>Standard controls<\/td><td>Varies<\/td><td>Fallbacks\/caching<\/td><td>Partial<\/td><td>Pay\u2011as\u2011you\u2011go<\/td><td>N\/A<\/td><\/tr><tr><td><strong>OpenRouter<\/strong><\/td><td>Devs wanting one key across models<\/td><td>Wide catalog<\/td><td>Basic API controls<\/td><td>App\u2011side<\/td><td>Fallback\/routing<\/td><td>Partial<\/td><td>Pay\u2011per\u2011use<\/td><td>N\/A<\/td><\/tr><tr><td><strong>LiteLLM<\/strong><\/td><td>Teams wanting self\u2011hosted proxy<\/td><td>Many providers<\/td><td>Config\/key limits<\/td><td>Your infra<\/td><td>Retries\/fallback<\/td><td>N\/A<\/td><td>Self\u2011host + provider costs<\/td><td>N\/A<\/td><\/tr><tr><td><strong>Unify<\/strong><\/td><td>Teams optimizing per\u2011prompt quality<\/td><td>Multi\u2011model<\/td><td>Standard API security<\/td><td>Platform analytics<\/td><td>Best\u2011model selection<\/td><td>N\/A<\/td><td>SaaS (varies)<\/td><td>N\/A<\/td><\/tr><tr><td><strong>Portkey<\/strong><\/td><td>Regulated\/enterprise teams<\/td><td>Broad<\/td><td><strong>Governance\/guardrails<\/strong><\/td><td><strong>Deep traces<\/strong><\/td><td>Conditional routing<\/td><td>N\/A<\/td><td>SaaS (varies)<\/td><td>N\/A<\/td><\/tr><tr><td><strong>Orq<\/strong><\/td><td>Cross\u2011functional product teams<\/td><td>Wide support<\/td><td>Platform controls<\/td><td>Platform analytics<\/td><td>Orchestration flows<\/td><td>N\/A<\/td><td>SaaS (varies)<\/td><td>N\/A<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Pricing &amp; TCO: how to compare real costs (not just unit prices)<\/h2>\n\n\n\n<p>Teams often compare $\/1K tokens and stop there. In practice, TCO depends on retries\/fallbacks, model latency (which changes usage), provider variance, observability storage, and evaluation runs. Transparent marketplace data helps you choose routes that balance cost and UX.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># Simple TCO model (per month) TCO \u2248 \u03a3 (Base_tokens \u00d7 Unit_price \u00d7 (1 + Retry_rate)) + Observability_storage + Evaluation_tokens + Egress <\/code><\/pre>\n\n\n\n<p><strong>Prototype (10k tokens\/day):<\/strong> Your cost is mostly engineering time\u2014favor fast start (Playground, quickstarts). <strong>Mid\u2011scale (2M tokens\/day):<\/strong> Marketplace\u2011guided routing\/failover can trim 10\u201320% while improving UX. <strong>Spiky workloads:<\/strong> Expect a higher effective token cost from retries during failover; budget for it.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Migration guide: moving to ShareAI from common stacks<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">From Kong AI Gateway<\/h3>\n\n\n\n<p>Keep gateway\u2011level policies where they shine, add ShareAI for marketplace routing and instant failover. Pattern: gateway auth\/policy \u2192 ShareAI route per model \u2192 measure marketplace stats \u2192 tighten policies.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">From OpenRouter<\/h3>\n\n\n\n<p>Map model names; verify prompt parity; shadow 10% of traffic; ramp to 25% \u2192 50% \u2192 100% as latency\/error budgets hold. Marketplace data makes provider swaps straightforward.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">From LiteLLM<\/h3>\n\n\n\n<p>Replace self\u2011hosted proxy on production routes you don\u2019t want to operate; keep LiteLLM for dev if desired. Compare ops overhead vs. managed routing benefits.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">From Unify \/ Portkey \/ Orq<\/h3>\n\n\n\n<p>Define feature\u2011parity expectations (analytics, guardrails, orchestration). Many teams run a hybrid: keep specialized features where they\u2019re strongest, use ShareAI for transparent provider choice and failover.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Security, privacy &amp; compliance checklist (vendor\u2011agnostic)<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Key handling:<\/strong> rotation cadence; minimal scopes; environment separation.<\/li>\n\n\n\n<li><strong>Data retention:<\/strong> where prompts\/responses are stored, for how long, and how they\u2019re redacted.<\/li>\n\n\n\n<li><strong>PII &amp; sensitive content:<\/strong> masking, access controls, and regional routing to honor data locality.<\/li>\n\n\n\n<li><strong>Observability:<\/strong> how prompts\/responses are logged and whether you can filter or pseudonymize.<\/li>\n\n\n\n<li><strong>Incident response:<\/strong> escalation paths and provider SLAs.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Developer experience that ships<\/h2>\n\n\n\n<p>Time\u2011to\u2011first\u2011token matters. Start in the <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=kong-ai-alternatives\" target=\"_blank\" rel=\"noreferrer noopener\">Playground<\/a>, generate an <a href=\"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=kong-ai-alternatives\" target=\"_blank\" rel=\"noreferrer noopener\">API key<\/a>, then ship with the <a href=\"https:\/\/shareai.now\/docs\/api\/using-the-api\/getting-started-with-shareai-api\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=kong-ai-alternatives\" target=\"_blank\" rel=\"noreferrer noopener\">API Reference<\/a>. For orientation, see the <a href=\"https:\/\/shareai.now\/docs\/about-shareai\/console\/glance\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=kong-ai-alternatives\" target=\"_blank\" rel=\"noreferrer noopener\">User Guide<\/a> and latest <a href=\"https:\/\/shareai.now\/releases\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=kong-ai-alternatives\" target=\"_blank\" rel=\"noreferrer noopener\">Releases<\/a>.<\/p>\n\n\n\n<p>Prompt patterns worth testing: set per\u2011provider timeouts and backup models; run parallel candidates and pick the fastest success; request structured JSON outputs and validate on receipt; preflight max tokens or guard price per call. These patterns pair well with marketplace\u2011informed routing.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">FAQ<\/h2>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-1758132374868\" class=\"rank-math-list-item\">\n<h2 class=\"rank-math-question \"><strong>Is \u201cKong AI\u201d an LLM aggregator or a gateway?<\/strong><\/h2>\n<div class=\"rank-math-answer \">\n\n<p>Most searchers mean the gateway from Kong Inc.\u2014governance and policy over AI traffic. Separately, \u201cKong.ai\u201d is an agent\/chatbot product. Different companies, different use cases.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1758132383274\" class=\"rank-math-list-item\">\n<h2 class=\"rank-math-question \"><strong>What are the best Kong AI alternatives for enterprise governance?<\/strong><\/h2>\n<div class=\"rank-math-answer \">\n\n<p>If gateway\u2011level controls and deep traces are your priority, consider platforms with guardrails\/observability. If you want routing plus a transparent marketplace, <strong>ShareAI<\/strong> is a stronger fit.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1758132389995\" class=\"rank-math-list-item\">\n<h2 class=\"rank-math-question \"><strong>Kong AI vs ShareAI: which for multi\u2011provider routing?<\/strong><\/h2>\n<div class=\"rank-math-answer \">\n\n<p><strong>ShareAI<\/strong>. It\u2019s a multi\u2011provider API with smart routing, instant failover, and a marketplace that foregrounds price, latency, uptime, and availability before you send traffic.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1758132396751\" class=\"rank-math-list-item\">\n<h2 class=\"rank-math-question \"><strong>Can anyone become a ShareAI provider and earn 70% of spend?<\/strong><\/h2>\n<div class=\"rank-math-answer \">\n\n<p>Yes. Community or Company providers can onboard via desktop apps or Docker, contribute idle time or always\u2011on capacity, choose Rewards\/Exchange\/Mission, and set prices as they scale.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1758132405081\" class=\"rank-math-list-item\">\n<h2 class=\"rank-math-question \"><strong>Do I need a gateway and an aggregator, or just one?<\/strong><\/h2>\n<div class=\"rank-math-answer \">\n\n<p>Many teams run both: a gateway for org\u2011wide policy\/auth and ShareAI for marketplace routing\/failover. Others start with ShareAI alone and add gateway features later as policies mature.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\">Conclusion: pick the right alternative for your stage<\/h2>\n\n\n\n<p>Choose <strong>ShareAI<\/strong> when you want <strong>one API<\/strong> across many providers, an openly visible <strong>marketplace<\/strong>, and resilience by default\u2014while supporting the people who keep models online (70% of spend goes to providers). Choose <strong>Kong AI Gateway<\/strong> when your top priority is gateway\u2011level governance and policy across all AI traffic. For specific needs, <strong>Eden AI<\/strong>, <strong>OpenRouter<\/strong>, <strong>LiteLLM<\/strong>, <strong>Unify<\/strong>, <strong>Portkey<\/strong>, and <strong>Orq<\/strong> each bring useful strengths\u2014use the comparison above to match them to your constraints.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=kong-ai-alternatives\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Try in Playground<\/strong><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=kong-ai-alternatives\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Create your API key<\/strong><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/shareai.now\/docs\/api\/using-the-api\/getting-started-with-shareai-api\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=kong-ai-alternatives\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Get Started with the API<\/strong><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/console.shareai.now\/?login=true&amp;type=login&amp;utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=kong-ai-alternatives\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Sign in or Sign up<\/strong><\/a><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>If you\u2019re comparing Kong AI alternatives or scanning for Kong AI competitors, this guide maps the landscape like a builder would. We\u2019ll clarify what people mean by \u201cKong AI\u201d (either Kong\u2019s AI Gateway or Kong.ai the agent\/chatbot product), define where LLM aggregators fit, then compare the best alternatives\u2014placing ShareAI first for teams that want one [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1338,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[38],"tags":[],"class_list":["post-1305","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-alternatives"],"_links":{"self":[{"href":"https:\/\/shareai.now\/api\/wp\/v2\/posts\/1305","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shareai.now\/api\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shareai.now\/api\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shareai.now\/api\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/shareai.now\/api\/wp\/v2\/comments?post=1305"}],"version-history":[{"count":14,"href":"https:\/\/shareai.now\/api\/wp\/v2\/posts\/1305\/revisions"}],"predecessor-version":[{"id":2387,"href":"https:\/\/shareai.now\/api\/wp\/v2\/posts\/1305\/revisions\/2387"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shareai.now\/api\/wp\/v2\/media\/1338"}],"wp:attachment":[{"href":"https:\/\/shareai.now\/api\/wp\/v2\/media?parent=1305"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shareai.now\/api\/wp\/v2\/categories?post=1305"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shareai.now\/api\/wp\/v2\/tags?post=1305"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}