agentspeed.

replicate.com

scanned 7/25/2026, 8:41:10 PM · cached · refresh in 20h · rubric 2026.07.4
Built with Webflow
robots.txt present: passrobots.txt allows AI agents: passContent-Signal directives: passllms.txt present: passSitemap present: passLink response headers: passCanonical URL: warnMCP server card: passOAuth authorization metadata: failOAuth resource metadata: failAPI catalog / OpenAPI: passWeb Bot Auth: failMarkdown negotiation: passText-to-markup ratio: failContent without JavaScript: skipHeading hierarchy: warnCookie wall blocks content: passPage title: passMeta description: passJSON-LD present: failStructured data validates: skipSchema type coverage: passPaywall / login wall: passAgent Skills manifest: failWebMCP actions: failPrimary action reachable: passReachability: passTime to first byte: passFull render time: skipPage weight: pass75/ 100 · C
Good

This is how AI agents (not browsers) experience replicate.com. The score weights five categories of machine-readability; the ticks on the arc are the 30 individual checks behind it.

✉ Email me this report + alert me when it changes ↓

Top fixes

Checks tagged “emerging” are 2026 agent-protocol standards most of the web hasn’t adopted yet — adopting early is an edge, not a defect.

failJSON-LD presentStructured data

No JSON-LD blocks found. Add a <script type="application/ld+json"> with a schema.org type for this page.

Fix · Webflow: Add JSON-LD in Page Settings → Custom Code (inside <head>) for the page’s type.

warnCanonical URLDiscoverability

Canonical points elsewhere: https://replicate.com/home. Verify intent (cross-domain canonicals are valid but unusual).

Fix · Webflow: Add <link rel="canonical" href="…"> pointing at the primary URL of each page.

failText-to-markup ratioReadability

Visible text is 3.6% of HTML weight (13094/359865 bytes). Low. Markup may be crowding out agent-usable text.

Fix: Heavy ad or navigation markup crowds out agent-usable text. Aim for a text-to-DOM ratio above 15%.

warnHeading hierarchyReadability

Heading issues: 1 skipped level(s).

Fix: Use a single H1 and avoid skipping heading levels (H1 → H3).

failOAuth authorization metadataemergingDiscoverability

No RFC 8414 metadata at /.well-known/oauth-authorization-server. Agents that act on behalf of users need this to discover your authorization endpoints.

Fix: Expose OAuth metadata at `/.well-known/oauth-authorization-server` per RFC 8414. Required for agents that need to perform user-authorized actions on your site.

failOAuth resource metadataemergingDiscoverability

No RFC 9728 metadata at /.well-known/oauth-protected-resource. Publish it so agents can discover required scopes without hand-coded credentials.

Fix: Publish OAuth resource metadata at `/.well-known/oauth-protected-resource` per RFC 9728. Required for agents that act on behalf of authenticated users without hand-coded credentials.

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Fix it

Generated, ready-to-ship files for the gaps above — copy them or download and drop them into your repo.

Add JSON-LD structured data
Paste inside <head>. Use Article/Product instead of Organization on those page types.
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Replicate - Run AI with an API",
  "url": "https://replicate.com/",
  "description": "Run open-source machine learning models with a cloud API"
}
</script>
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What the agent receives

The agent’s-eye view
Replicate - Run AI with an API Try HappyHorse 1.1 from Alibaba Explore Pricing Enterprise Docs Blog Sign in Try for free Menu Explore Pricing Enterprise Docs Blog Sign in Try for free Compare models in the Playground Run AI with an API . Run and fine-tune models. Deploy custom models. All with one line of code. Get started for free Node Python HTTP import Replicate from &quot;replicate&quot; ; const replicate = new Replicate ({ auth : process. env . REPLICATE_API_TOKEN }) const model = const input = { prompt : }; const [output] = await replicate. run (model, { input }); console . log (output); A poolside patio at sunset with vintage lounge chairs . black-forest-labs/flux-2-pro A soft armchair shaped like a peeled banana . google/nano-banana-pro A woman relaxing in a french bookstore . bytedance/seedream-4 A futuristic robot looking into the distance . black-forest-labs/flux-pro An abstract painting of a sunrise . black-forest-labs/flux-pro With Replicate you can Generate images Generate speech Generate music Restore images Generate videos from images Caption Images Large Language Models (LLMs) google / nano-banana-pro Google&#x27;s state of the art image generation and editing model 🍌🍌 33M runs Official google / nano-banana-2 Google&#x27;s fast image generation model with conversational editing, multi-image fusion, and character consistency 15.3M runs Official openai / gpt-image-2 OpenAI&#x27;s state-of-the-art image generation model. Create and edit images from text with strong instruction following, sharp text rendering, and detailed editing. 16.4M runs Official bytedance / seedream-4.5 Seedream 4.5: Upgraded Bytedance image model with stronger spatial understanding and world knowledge 34.9M runs Official black-forest-labs / flux-2-flex Max-quality image generation and editing with support for ten reference images 448.3K runs Official openai / gpt-image-1.5 OpenAI&#x27;s latest image generation model with better instruction following and adherence to prompts 14.5M runs Official bytedance / seedream-5-lite Seedream 5.0 lite: image generation with built-in reasoning, example-based editing, and deep domain knowledge 3.1M runs Official google / imagen-4-ultra Use this ultra version of Imagen 4 when quality matters more than speed and cost 1.8M runs Official google / nano-banana-pro Google&#x27;s state of the art image generation and editing model 🍌🍌 33M runs Official google / nano-banana-2 Google&#x27;s fast image generation model with conversational editing, multi-image fusion, and character consistency 15.3M runs Official openai / gpt-image-2 OpenAI&#x27;s state-of-the-art image generation model. Create and edit images from text with strong instruction following, sharp text rendering, and detailed editing. 16.4M runs Official bytedance / seedream-4.5 Seedream 4.5: Upgraded Bytedance image model with stronger spatial understanding and world knowledge 34.9M runs Official black-forest-labs / flux-2-flex Max-quality image generation and editing with support for ten reference images 448.3K runs Official openai / gpt-image-1.5 OpenAI&#x27;s latest image generation model with better instruction following and adherence to prompts 14.5M runs Official bytedance / seedream-5-lite Seedream 5.0 lite: image generation with built-in reasoning, example-based editing, and deep domain knowledge 3.1M runs Official google / imagen-4-ultra Use this ultra version of Imagen 4 when quality matters more than speed and cost 1.8M runs Official fermatresearch meta laion-ai vaibhavs10 prompthero stability-ai google-research jbilcke microsoft tomasmcm pollinations pixray tstramer mcai pagebrain lucataco zylim0702 fermatresearch laion-ai prompthero google-research microsoft pollinations tstramer pagebrain zylim0702 meta vaibhavs10 stability-ai jbilcke tomasmcm pixray mcai lucataco Thousands of models contributed by our community All the latest models are on Replicate. They’re not just demos — they all actually work and have production-ready APIs. AI shouldn’t be locked up inside academic papers and demos. Make it real by pushing it to Replicate. Explore models Push a model krea / krea-2-medium Foundation image model from Krea, tuned for expressive illustration, anime, and painterly styles. Fast and consistent across artistic directions. 18.7K runs Official alibaba / happyhorse-1.0 Alibaba&#x27;s Happy Horse 1.0 generates videos from text prompts or animates a single image into video. Supports 720p and 1080p, 3-15 second durations, and five aspect ratios. 29.3K runs Official openai / gpt-image-2 OpenAI&#x27;s state-of-the-art image generation model. Create and edit images from text with strong instruction following, sharp text rendering, and detailed editing. 16.4M runs Official anthropic / claude-opus-4.7 Anthropic&#x27;s most capable model with a step-change improvement in agentic coding, better vision, and stronger multi-step reasoning 213.4K runs Official google / gemini-3.1-flash-tts Google&#x27;s fast, expressive text-to-speech model with 30 voices and 70+ language support 340.8K runs Official minimax / music-2.6 Generate full-length songs or instrumentals from a text prompt, with optional auto-generated lyrics 22.6K runs Official krea / krea-2-medium Foundation image model from Krea, tuned for expressive illustration, anime, and painterly styles. Fast and consistent across artistic directions. 18.7K runs Official alibaba / happyhorse-1.0 Alibaba&#x27;s Happy Horse 1.0 generates videos from text prompts or animates a single image into video. Supports 720p and 1080p, 3-15 second durations, and five aspect ratios. 29.3K runs Official openai / gpt-image-2 OpenAI&#x27;s state-of-the-art image generation model. Create and edit images from text with strong instruction following, sharp text rendering, and detailed editing. 16.4M runs Official anthropic / claude-opus-4.7 Anthropic&#x27;s most capable model with a step-change improvement in agentic coding, better vision, and stronger multi-step reasoning 213.4K runs Official google / gemini-3.1-flash-tts Google&#x27;s fast, expressive text-to-speech model with 30 voices and 70+ language support 340.8K runs Official minimax / music-2.6 Generate full-length songs or instrumentals from a text prompt, with optional auto-generated lyrics 22.6K runs Official bytedance / seedance-2.0 ByteDance&#x27;s multimodal video generation model with native audio, multimodal reference inputs, and intelligent duration control. 1.2M runs Official prunaai / p-video-avatar p-video-avatar is the fastest and cheapest avatar/lipsync video model on the market. 118.1K runs Official bytedance / seedream-5-lite Seedream 5.0 lite: image generation with built-in reasoning, example-based editing, and deep domain knowledge 3.1M runs Official xai / grok-imagine-video Generate videos using xAI&#x27;s Grok Imagine Video model 1.4M runs Official black-forest-labs / flux-2-max The highest fidelity image model from Black Forest Labs 3.8M runs Official google / nano-banana-2 Google&#x27;s fast image generation model with conversational editing, multi-image fusion, and character consistency 15.3M runs Official bytedance / seedance-2.0 ByteDance&#x27;s multimodal video generation model with native audio, multimodal reference inputs, and intelligent duration control. 1.2M runs Official prunaai / p-video-avatar p-video-avatar is the fastest and cheapest avatar/lipsync video model on the market. 118.1K runs Official bytedance / seedream-5-lite Seedream 5.0 lite: image generation with built-in reasoning, example-based editing, and deep domain knowledge 3.1M runs Official xai / grok-imagine-video Generate videos using xAI&#x27;s Grok Imagine Video model 1.4M runs Official black-forest-labs / flux-2-max The highest fidelity image model from Black Forest Labs 3.8M runs Official google / nano-banana-2 Google&#x27;s fast image generation model with conversational editing, multi-image fusion, and character consistency 15.3M runs Official How it works You can get started with any m

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AgentSpeed score for replicate.com
<a href="https://agentspeed.com/scan/replicate.com"><img src="https://agentspeed.com/badge/replicate.com" alt="AgentSpeed agent-readiness score" height="56"></a>

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Full breakdown

18 pass2 warn7 fail3 skip
Discoverability
pass
robots.txt present
A robots.txt is reachable at the site root.
100/100
pass
robots.txt allows AI agents
All 8 answer-time access agents allowed.
100/100
pass
Content-Signal directivesemerging
Content-Signal directives are advertised, declaring fine-grained AI usage preferences.
100/100
pass
llms.txt present
Found /llms.txt (3406 bytes), H1 + at least one link present.
100/100
pass
Sitemap present
sitemap.xml reachable and referenced from robots.txt.
100/100
pass
Link response headers
Link: header carries useful relation(s): describedby.
100/100
warn
Canonical URL
Canonical points elsewhere: https://replicate.com/home. Verify intent (cross-domain canonicals are valid but unusual).
75/100
pass
MCP server cardemerging
An MCP Server Card is published at /.well-known/mcp/server-card.json — agents can discover the tools this site exposes.
100/100
fail
OAuth authorization metadataemerging
No RFC 8414 metadata at /.well-known/oauth-authorization-server. Agents that act on behalf of users need this to discover your authorization endpoints.
0/100
fail
OAuth resource metadataemerging
No RFC 9728 metadata at /.well-known/oauth-protected-resource. Publish it so agents can discover required scopes without hand-coded credentials.
0/100
pass
API catalog / OpenAPIemerging
An API catalog (RFC 9727) or an OpenAPI document is reachable, so agents can plan API calls against your site.
100/100
fail
Web Bot Authemerging
No Web Bot Auth JWKS at /.well-known/http-message-signatures-directory.json. Publish one to allow trusted agents while keeping a default-deny posture for the rest.
0/100
Readability
pass
Markdown negotiationemerging
Requests with Accept: text/markdown return a markdown representation — agents prefer markdown over HTML for summarization and citation.
100/100
fail
Text-to-markup ratio
Visible text is 3.6% of HTML weight (13094/359865 bytes). Low. Markup may be crowding out agent-usable text.
27/100
skip
Content without JavaScript
Browser pass unavailable; cannot measure JS dependency.
warn
Heading hierarchy
Heading issues: 1 skipped level(s).
75/100
pass
Cookie wall blocks content
No common consent-modal markers detected.
100/100
pass
Page title
A concise <title> is present (30 chars).
100/100
pass
Meta description
A well-sized meta description is present (56 chars).
100/100
Structured data
fail
JSON-LD present
No JSON-LD blocks found. Add a <script type="application/ld+json"> with a schema.org type for this page.
0/100
skip
Structured data validates
No JSON-LD blocks present; nothing to validate (covered by structured_data.jsonld_present).
pass
Schema type coverage
Page intent unclear; no specific schema.org type expected.
100/100
Actionability
pass
Paywall / login wall
No paywall or login-wall detected on the landing URL.
100/100
fail
Agent Skills manifestemerging
No Agent Skills manifest at /.well-known/agent-skills.json. Enumerate the tasks agents can perform (search, add-to-cart, contact-support) so they pick the right one without scraping.
0/100
fail
WebMCP actionsemerging
No WebMCP detected. On pages with first-class actions (cart, support, account), embed a WebMCP server so on-page agents invoke tools directly.
0/100
pass
Primary action reachable
Primary offering identified ("AI API platform to run and deploy models") with price/CTA ("Try for free").
100/100
pass
Reachability
HTTP 200.
100/100
Performance
pass
Time to first byte
TTFB 265ms. Healthy.
80/100
skip
Full render time
Full-render time unavailable (browser pass skipped or failed).
pass
Page weight
Initial document is a lean 351 KB.
100/100
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