{"id":2184,"date":"2026-05-04T23:14:50","date_gmt":"2026-05-04T20:14:50","guid":{"rendered":"https:\/\/shareai.now\/?p=2184"},"modified":"2026-05-12T03:21:47","modified_gmt":"2026-05-12T00:21:47","slug":"helicone-alternatives","status":"publish","type":"post","link":"https:\/\/shareai.now\/blog\/alternatives\/helicone-alternatives\/","title":{"rendered":"Helicone Alternatives 2026: Top 10"},"content":{"rendered":"\n<p><em>Updated May 2026<\/em><\/p>\n\n\n\n<p>If you\u2019re researching <strong>Helicone alternatives<\/strong>, this guide lays out the landscape like a builder would. First we clarify what Helicone is (and isn\u2019t), then we compare the <strong>10 best alternatives<\/strong>\u2014placing <strong>ShareAI<\/strong> first for teams that want one API across many providers, pre-route transparency (price, latency, uptime, availability, provider type), <strong>instant failover<\/strong>, and people-powered economics (70% of spend goes to providers who keep models online).<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What Helicone is (and isn\u2019t)<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"527\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/10\/helicone-1024x527.jpg\" alt=\"helicone-alternatives\" class=\"wp-image-2188\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/10\/helicone-1024x527.jpg 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/10\/helicone-300x154.jpg 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/10\/helicone-768x395.jpg 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/10\/helicone-1536x791.jpg 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/10\/helicone.jpg 1843w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><a href=\"https:\/\/www.helicone.ai\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=helicone-alternatives\" target=\"_blank\" rel=\"noopener\">Helicone<\/a> began as an open-source LLM observability platform\u2014a proxy that logs and analyzes your LLM traffic (latency, cost, usage) to help you debug and optimize. Over time, the product added an <strong>AI Gateway<\/strong> with one API to 100+ models, while continuing to emphasize routing, debugging, and analytics.<\/p>\n\n\n\n<p>From the official site and docs:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Open-source LLM observability with one-line setup; logs\/metrics for requests.<\/li>\n\n\n\n<li>AI Gateway with a unified surface to access 100+ models and automatically log requests.<\/li>\n\n\n\n<li>Positioning: route, debug, and analyze your AI apps.<\/li>\n<\/ul>\n\n\n\n<p><strong>Interpretation:<\/strong> Helicone blends observability (logging\/metrics) with a gateway. It offers some aggregation, but its center of gravity is still <strong>telemetry-first<\/strong> (investigate, monitor, analyze). That\u2019s different from a <strong>transparent multi-provider marketplace<\/strong> where you decide routes based on <strong>pre-route<\/strong> model\/provider price, latency, uptime, and availability\u2014and swap quickly when conditions change. (That\u2019s where ShareAI shines.)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Aggregators vs Gateways vs Observability platforms<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>LLM aggregators\/marketplaces<\/strong>: one API across many providers with <strong>pre-route transparency<\/strong> (price, latency, uptime, availability, provider type) and <strong>smart routing\/failover<\/strong>.<\/li>\n\n\n\n<li><strong>AI gateways<\/strong>: governance and policy at the edge (centralized keys, rate limits, guardrails), observability, some routing; you bring providers.<\/li>\n\n\n\n<li><strong>Observability platforms<\/strong>: capture requests\/responses, latency, costs; APM-style troubleshooting.<\/li>\n\n\n\n<li><strong>Hybrids<\/strong> (like Helicone): observability core + gateway features, increasingly blurring lines.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">How we evaluated the best Helicone alternatives<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Model breadth &amp; neutrality<\/strong>: proprietary + open; easy switching; minimal rewrites.<\/li>\n\n\n\n<li><strong>Latency &amp; resilience<\/strong>: routing policies, timeouts, retries, <strong>instant failover<\/strong>.<\/li>\n\n\n\n<li><strong>Governance &amp; security<\/strong>: key handling, scopes; regional routing\/data locality.<\/li>\n\n\n\n<li><strong>Observability<\/strong>: logs\/traces and <strong>cost\/latency dashboards<\/strong>.<\/li>\n\n\n\n<li><strong>Pricing transparency &amp; TCO<\/strong>: compare real costs <em>before<\/em> routing.<\/li>\n\n\n\n<li><strong>Developer experience<\/strong>: docs, SDKs, quickstarts; time-to-first-token.<\/li>\n\n\n\n<li><strong>Community &amp; economics<\/strong>: whether your spend grows supply (incentives for GPU owners).<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Top 10 Helicone alternatives<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">#1 \u2014 ShareAI (People-Powered AI API)<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"547\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-1024x547.jpg\" alt=\"shareai\" 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>What it is.<\/strong> A <strong>multi-provider API<\/strong> with a <strong>transparent marketplace<\/strong> and <strong>smart routing<\/strong>. With one integration, browse a large catalog of models and providers, compare <strong>price, latency, uptime, availability, provider type<\/strong>, and route with <strong>instant failover<\/strong>. Economics are people-powered: <strong>70% of every dollar<\/strong> flows to providers (community or company) who keep models online.<\/p>\n\n\n\n<p><strong>Why it\u2019s #1 here.<\/strong> If you want <strong>provider-agnostic aggregation<\/strong> with <strong>pre-route transparency<\/strong> and <strong>resilience<\/strong>, ShareAI is the most direct fit. Keep a gateway if you need org-wide policies; add ShareAI for <strong>marketplace-guided routing<\/strong>.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>One API \u2192 <strong>150+ models<\/strong> across many providers; no rewrites, no lock-in.<\/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<p>Quick links \u2014 <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=helicone-alternatives\" target=\"_blank\" rel=\"noopener\">Browse Models<\/a> \u00b7 <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=helicone-alternatives\" target=\"_blank\" rel=\"noopener\">Open Playground<\/a> \u00b7 <a href=\"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=helicone-alternatives\" target=\"_blank\" rel=\"noopener\">Create API Key<\/a> \u00b7 <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=helicone-alternatives\" target=\"_blank\" rel=\"noopener\">API Reference<\/a> \u00b7 <a href=\"https:\/\/shareai.now\/releases\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=helicone-alternatives\" target=\"_blank\" rel=\"noopener\">Releases<\/a><\/p>\n\n\n\n<p><strong>For providers: earn by keeping models online<\/strong><br>Anyone can become a ShareAI provider\u2014Community or Company. Onboard via Windows, Ubuntu, macOS, or Docker. Contribute idle-time bursts or run always-on. Choose your incentive: Rewards (money), Exchange (tokens\/AI Prosumer), or Mission (donate a % to NGOs). As you scale, you can set your own inference prices and gain preferential exposure. Provider links \u2014 <a href=\"https:\/\/shareai.now\/docs\/provider\/manage\/overview\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=helicone-alternatives\" target=\"_blank\" rel=\"noopener\">Provider Guide<\/a> \u00b7 <a href=\"https:\/\/console.shareai.now\/app\/provider\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=helicone-alternatives\" target=\"_blank\" rel=\"noopener\">Provider Dashboard<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">#2 \u2014 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=\"openrouter-alternatives\" 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>Unified API across a wide catalog\u2014great for fast experimentation and coverage. It\u2019s strong on breadth and quick trials; pair with a marketplace for pre-route transparency and failover.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">#3 \u2014 Eden AI<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"473\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/edenai-1024x473.jpg\" alt=\"edenai-alternatives\" 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>Aggregates LLMs <em>plus<\/em> broader AI (vision, translation, speech). Handy for teams that need multi-modality beyond text; add marketplace-guided routing to balance cost and latency.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">#4 \u2014 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=\"portkey-alternatives\" 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>AI gateway emphasizing observability, guardrails, and governance\u2014popular in regulated settings. Keep for policy depth; add ShareAI for provider choice and failover.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">#5 \u2014 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=\"litellm-alternatives\" 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>Lightweight Python SDK and self-host proxy that speaks an OpenAI-compatible interface to many providers. Great for DIY; swap to ShareAI when you don\u2019t want to operate a proxy in production.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">#6 \u2014 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=\"unify-alternatives\" 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>Quality-oriented routing and evaluation to pick better models per prompt. Complement with ShareAI when you also need live marketplace stats and instant failover.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">#7 \u2014 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=\"orgai-alternatives\" 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>Orchestration and collaboration to move from experiment to production with low-code flows. Run side-by-side with ShareAI\u2019s routing and marketplace layer.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">#8 \u2014 Kong AI Gateway<\/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\/gongai-gateway-1024x544.jpg\" alt=\"kong-ai-gateway-alternatives\" class=\"wp-image-1669\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/gongai-gateway-1024x544.jpg 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/gongai-gateway-300x159.jpg 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/gongai-gateway-768x408.jpg 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/gongai-gateway-1536x816.jpg 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/gongai-gateway.jpg 1895w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Enterprise gateway: policies, plugins, analytics, and observability for AI traffic at the edge. It\u2019s a control plane rather than a marketplace.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">#9 \u2014 Traefik AI Gateway<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"510\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/traefik-1024x510.jpg\" alt=\"traefik-ai-gateway-alternatives\" class=\"wp-image-1873\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/traefik-1024x510.jpg 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/traefik-300x149.jpg 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/traefik-768x383.jpg 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/traefik-1536x765.jpg 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/traefik.jpg 1821w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Thin AI layer atop Traefik\u2019s API gateway\u2014specialized middlewares, centralized credentials, and OpenTelemetry-friendly observability. Pair with ShareAI for transparent multi-provider routing.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">#10 \u2014 Apigee \/ NGINX (DIY)<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"511\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/Apigee-1024x511.jpg\" alt=\"apigee-alternatives\" class=\"wp-image-1880\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/Apigee-1024x511.jpg 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/Apigee-300x150.jpg 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/Apigee-768x383.jpg 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/Apigee-1536x767.jpg 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/Apigee.jpg 1815w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>General API management (Apigee) and programmable proxy (NGINX). You can roll your own AI gateway controls; add ShareAI for marketplace transparency and failover without custom plumbing.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Helicone vs ShareAI (at a glance)<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>If you need <strong>one API over many providers<\/strong> with <strong>transparent pricing\/latency\/uptime<\/strong> and <strong>instant failover<\/strong>, choose <strong>ShareAI<\/strong>.<\/li>\n\n\n\n<li>If your top requirement is <strong>telemetry and debugging<\/strong>, Helicone\u2019s observability-first approach is valuable; with the newer AI Gateway, it offers unified access but not a <strong>provider marketplace<\/strong> with <strong>pre-route<\/strong> transparency.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Quick comparison<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><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>Provider program<\/th><\/tr><\/thead><tbody><tr><td><strong>ShareAI<\/strong><\/td><td>Product &amp; platform teams needing one API + fair economics<\/td><td><strong>150+ models, many providers<\/strong><\/td><td>API keys &amp; per-route 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><strong>Yes<\/strong> \u2014 open supply; <strong>70% to providers<\/strong><\/td><\/tr><tr><td><strong>Helicone<\/strong><\/td><td>Teams wanting telemetry + AI Gateway access<\/td><td>100+ models via Gateway<\/td><td>Centralized keys via gateway<\/td><td><strong>Yes<\/strong> \u2014 logs\/metrics<\/td><td>Conditional routing<\/td><td>Partial (gateway view; not a pricing marketplace)<\/td><td>n\/a<\/td><\/tr><tr><td><strong>OpenRouter<\/strong><\/td><td>Devs needing fast multi-model access<\/td><td>Wide catalog<\/td><td>Basic API controls<\/td><td>App-side<\/td><td>Fallbacks<\/td><td>Partial<\/td><td>n\/a<\/td><\/tr><tr><td><strong>Eden AI<\/strong><\/td><td>LLM + other AI services<\/td><td>Broad<\/td><td>Standard controls<\/td><td>Varies<\/td><td>Fallbacks\/caching<\/td><td>Partial<\/td><td>n\/a<\/td><\/tr><tr><td><strong>Portkey<\/strong><\/td><td>Regulated\/enterprise<\/td><td>Broad<\/td><td><strong>Guardrails &amp; governance<\/strong><\/td><td>Deep traces<\/td><td>Conditional<\/td><td>Partial<\/td><td>n\/a<\/td><\/tr><tr><td><strong>LiteLLM<\/strong><\/td><td>DIY\/self-host proxy<\/td><td>Many providers<\/td><td>Config\/key limits<\/td><td>Your infra<\/td><td>Retries\/fallback<\/td><td>n\/a<\/td><td>n\/a<\/td><\/tr><tr><td><strong>Unify<\/strong><\/td><td>Quality-driven teams<\/td><td>Multi-model<\/td><td>Standard security<\/td><td>Platform analytics<\/td><td><strong>Best-model selection<\/strong><\/td><td>n\/a<\/td><td>n\/a<\/td><\/tr><tr><td><strong>Orq<\/strong><\/td><td>Orchestration-first<\/td><td>Wide support<\/td><td>Platform controls<\/td><td>Platform analytics<\/td><td>Orchestration flows<\/td><td>n\/a<\/td><td>n\/a<\/td><\/tr><tr><td><strong>Kong AI Gateway<\/strong><\/td><td>Enterprises\/gateway<\/td><td>BYO providers<\/td><td>Strong edge policies<\/td><td>Analytics<\/td><td>Proxy\/plugins, retries<\/td><td>No (infra)<\/td><td>n\/a<\/td><\/tr><tr><td><strong>Traefik AI Gateway<\/strong><\/td><td>Egress governance<\/td><td>BYO providers<\/td><td>Centralized policies<\/td><td>OpenTelemetry<\/td><td>Middlewares<\/td><td>No (infra)<\/td><td>n\/a<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Pricing &amp; TCO: compare <em>real<\/em> costs (not just unit prices)<\/h2>\n\n\n\n<p>Raw $\/1K tokens hides the real picture. TCO shifts with retries\/fallbacks, latency (which affects user behavior), provider variance, observability storage, and evaluation runs. A transparent marketplace helps you choose routes that balance cost and UX.<\/p>\n\n\n\n<p>A simple framing:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>TCO \u2248 \u03a3 (Base_tokens \u00d7 Unit_price \u00d7 (1 + Retry_rate))\n      + Observability_storage\n      + Evaluation_tokens\n      + Egress<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Prototype (~10k tokens\/day):<\/strong> Optimize for time-to-first-token (Playground, quickstarts).<\/li>\n\n\n\n<li><strong>Mid-scale (~2M tokens\/day):<\/strong> Marketplace-guided routing\/failover can trim 10\u201320% while improving UX.<\/li>\n\n\n\n<li><strong>Spiky workloads:<\/strong> Budget for higher effective token costs from retries during failover.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Migration guide: moving to ShareAI (from Helicone or others)<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">From Helicone<\/h3>\n\n\n\n<p>Use Helicone where it shines\u2014telemetry\u2014and add ShareAI for marketplace routing and instant failover. Common pattern: App \u2192 (optional gateway policy) \u2192 ShareAI route per model \u2192 measure marketplace stats \u2192 tighten policies over time. When you switch routes, verify prompt parity and expected latency\/cost in the <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=helicone-alternatives\" target=\"_blank\" rel=\"noopener\">Playground<\/a> before full rollout.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">From OpenRouter<\/h3>\n\n\n\n<p>Map model names, confirm prompt compatibility, then shadow 10% of traffic and ramp 25% \u2192 50% \u2192 100% if 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 the self-hosted proxy on production routes you don\u2019t want to operate; keep LiteLLM for development if you prefer. Compare operational overhead versus managed routing benefits.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">From Unify \/ Portkey \/ Orq \/ Kong \/ Traefik<\/h3>\n\n\n\n<p>Define feature-parity expectations (analytics, guardrails, orchestration, plugins). Many teams run 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\">Developer quickstart (copy-paste)<\/h2>\n\n\n\n<p>The following use an OpenAI-compatible surface. Replace YOUR_KEY with your ShareAI key \u2014 create one at <a href=\"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=helicone-alternatives\" target=\"_blank\" rel=\"noopener\">Create API Key<\/a>. See 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=helicone-alternatives\" target=\"_blank\" rel=\"noopener\">API Reference<\/a> for details.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>#!\/usr\/bin\/env bash\n# cURL \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\": &#091;\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\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: &#091;\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\">Security, privacy &amp; compliance checklist (vendor-agnostic)<\/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, how long; redaction defaults.<\/li>\n\n\n\n<li><strong>PII &amp; sensitive content:<\/strong> masking; access controls; <strong>regional routing<\/strong> for data locality.<\/li>\n\n\n\n<li><strong>Observability:<\/strong> prompt\/response logging; ability to filter or pseudonymize; propagate <strong>trace IDs<\/strong> consistently (OTel).<\/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\">FAQ \u2014 Helicone vs other competitors (and where ShareAI fits)<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Helicone vs ShareAI \u2014 which for multi-provider routing?<\/h3>\n\n\n\n<p><strong>ShareAI.<\/strong> It\u2019s built for <strong>marketplace transparency<\/strong> (price, latency, uptime, availability, provider type) and <strong>smart routing\/failover<\/strong> across many providers. Helicone centers on <strong>observability<\/strong> and now adds an AI Gateway; it\u2019s useful telemetry, but not a marketplace with pre-route transparency. Many teams use both: Helicone for logs; ShareAI for routing choice.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Helicone vs OpenRouter \u2014 quick multi-model access or marketplace transparency?<\/h3>\n\n\n\n<p>OpenRouter makes multi-model access quick; Helicone adds deep logging\/analysis. If you also want <strong>pre-route transparency<\/strong> and <strong>instant failover<\/strong>, <strong>ShareAI<\/strong> combines multi-provider access with a <strong>marketplace view<\/strong> and resilient routing.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Helicone vs Portkey \u2014 who\u2019s stronger on guardrails?<\/h3>\n\n\n\n<p>Portkey focuses on governance\/guardrails; Helicone on telemetry + gateway. If your main need is <strong>transparent provider choice<\/strong> and <strong>failover<\/strong>, add <strong>ShareAI<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Helicone vs LiteLLM \u2014 self-host proxy or managed layers?<\/h3>\n\n\n\n<p>LiteLLM is a DIY proxy\/SDK; Helicone is observability + gateway. If you\u2019d rather not run a proxy and you want <strong>marketplace-driven routing<\/strong>, pick <strong>ShareAI<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Helicone vs Unify \u2014 best-model selection vs logging?<\/h3>\n\n\n\n<p>Unify emphasizes evaluation-driven model selection; Helicone emphasizes logging. ShareAI adds <strong>live marketplace stats<\/strong> and routing when you want <strong>cost\/latency<\/strong> control before you send traffic.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Helicone vs Eden AI \u2014 many AI services or observability + gateway?<\/h3>\n\n\n\n<p>Eden AI aggregates lots of modalities; Helicone blends observability + model access. For <strong>transparent pricing\/latency<\/strong> across providers and <strong>instant failover<\/strong>, use <strong>ShareAI<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Helicone vs Orq \u2014 orchestration vs telemetry?<\/h3>\n\n\n\n<p>Orq helps orchestrate workflows; Helicone helps log and analyze them. Layer <strong>ShareAI<\/strong> for <strong>provider-agnostic routing<\/strong> tied to marketplace stats.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Helicone vs Kong AI Gateway \u2014 gateway depth vs telemetry?<\/h3>\n\n\n\n<p>Kong is a robust gateway (policies\/plugins\/analytics); Helicone is observability + gateway. Many teams pair a gateway with <strong>ShareAI<\/strong> for <strong>transparent routing<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Helicone vs Traefik AI Gateway \u2014 OTel governance or marketplace routing?<\/h3>\n\n\n\n<p>Traefik AI Gateway centralizes egress policies with OTel-friendly observability; Helicone offers telemetry plus a gateway surface. For one API over many providers with <strong>pre-route transparency<\/strong>, use <strong>ShareAI<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Helicone vs Apigee \/ NGINX \u2014 turnkey vs DIY?<\/h3>\n\n\n\n<p>Apigee\/NGINX offer general API controls; Helicone is AI-specific telemetry + gateway. If you want <strong>transparent provider selection<\/strong> and <strong>failover<\/strong> without DIY, <strong>ShareAI<\/strong> is designed for that.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Sources &amp; further reading (Helicone)<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.helicone.ai\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=helicone-alternatives\" target=\"_blank\" rel=\"noopener\">Helicone homepage<\/a> \u2014 AI Gateway &amp; LLM Observability; \u201croute, debug, analyze;\u201d one API to 100+ models.<\/li>\n\n\n\n<li><a href=\"https:\/\/docs.helicone.ai\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=helicone-alternatives\" target=\"_blank\" rel=\"noopener\">Helicone docs<\/a> \u2014 AI Gateway with model access and automatic logging.<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/Helicone\/helicone?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=helicone-alternatives\" target=\"_blank\" rel=\"noopener\">Helicone GitHub<\/a> \u2014 Open-source LLM observability project.<\/li>\n<\/ul>\n\n\n\n<p>Quick links \u2014 <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=helicone-alternatives\" target=\"_blank\" rel=\"noopener\">Browse Models<\/a> \u00b7 <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=helicone-alternatives\" target=\"_blank\" rel=\"noopener\">Open Playground<\/a> \u00b7 <a href=\"https:\/\/shareai.now\/documentation\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=helicone-alternatives\" target=\"_blank\" rel=\"noopener\">Read the Docs<\/a> \u00b7 <a href=\"https:\/\/shareai.now\/releases\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=helicone-alternatives\" target=\"_blank\" rel=\"noopener\">See Releases<\/a> \u00b7 <a href=\"https:\/\/console.shareai.now\/?login=true&amp;type=login&amp;utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=helicone-alternatives\" target=\"_blank\" rel=\"noopener\">Sign in \/ Sign up<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Updated If you\u2019re researching Helicone alternatives, this guide lays out the landscape like a builder would. First we clarify what Helicone is (and isn\u2019t), then we compare the 10 best alternatives\u2014placing ShareAI first for teams that want one API across many providers, pre-route transparency (price, latency, uptime, availability, provider type), instant failover, and people-powered economics [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":2189,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"cta-title":"Start with ShareAI","cta-description":"One API for 150+ models\u2014transparent marketplace, smart routing, instant failover. Ship faster with live price\/latency\/uptime data.","cta-button-text":"Create your API key","cta-button-link":"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=byteplus-api-gateway-alternatives","rank_math_title":"Best Helicone Alternatives [sai_current_year] (Top 10)","rank_math_description":"Comparing Helicone alternatives? See the top 10 options, plus ShareAI\u2019s transparent marketplace, smart routing, and instant failover.","rank_math_focus_keyword":"Helicone alternatives,Helicone alternative,Helicone vs","footnotes":""},"categories":[38],"tags":[],"class_list":["post-2184","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-alternatives"],"_links":{"self":[{"href":"https:\/\/shareai.now\/api\/wp\/v2\/posts\/2184","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\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/shareai.now\/api\/wp\/v2\/comments?post=2184"}],"version-history":[{"count":3,"href":"https:\/\/shareai.now\/api\/wp\/v2\/posts\/2184\/revisions"}],"predecessor-version":[{"id":2191,"href":"https:\/\/shareai.now\/api\/wp\/v2\/posts\/2184\/revisions\/2191"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shareai.now\/api\/wp\/v2\/media\/2189"}],"wp:attachment":[{"href":"https:\/\/shareai.now\/api\/wp\/v2\/media?parent=2184"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shareai.now\/api\/wp\/v2\/categories?post=2184"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shareai.now\/api\/wp\/v2\/tags?post=2184"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}