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  7. Gradio

Gradio logo

Gradio

Not Agent-Ready Yet
Agent-Ready SaaS Index · gradio.app · scored 2026-05-06 · rubric v1.1
Score 15 / 100
Machine Learning
Public API

Gradio's pricing page did not render numeric tier data on the scoring date. No per-unit price was found on the page; an agent has no direct way to estimate the cost of a single task. Public API documentation is reachable without an auth wall.

See Gradio pricing summaryLive pricing page
Pricing
Gradio pricing
As of 2026-05-09 · gradio.app/
Pricing — verifying
We’re still verifying Gradio’s pricing

Pricing details are not present in the provided body text; only a free permanent hosting option on Hugging Face Spaces is mentioned. No paid tiers or pricing figures could be extracted.

Source of truth: gradio.app/

Score breakdown · rubric v1.1
How Gradio scores on the agent-ready dimensions

Public pricing

0 / 15

Usage-based / metered

0 / 25

Self-serve checkout

0 / 15

Public API

15 / 15

Low / no minimum

0 / 10

Unauth automated payment

0 / 10

Bonus (machine-readable pricing)On top of /100 base

0 / 5

Total
15 / 100
Agent purchase simulation
Six-step check: can an agent actually buy from Gradio?
✓

Discover price

◐

Select a plan

✗

Pay per task

✗

Avoid a sales call

◐

API docs without auth

✗

Estimate cost upfront

Analysis
Pros and cons for AI agents
Observational summary written by xpay from the signals captured on 2026-05-06. Not a review of the product — only of its current pricing posture for agent buyers.
✓ For an AI agent
  • Pricing is publicly visible on an indexable page — agents can read tiers without scraping past auth.
◐ Opportunities for the provider
  • No per-unit price was advertised, so an agent has no way to estimate the cost of a single task.
  • All advertised tiers route to a sales contact form; an agent cannot complete a purchase autonomously.
  • API documentation is gated or absent; an agent cannot inspect the integration surface without authentication.
  • No /.well-known/ai-pricing.json or equivalent machine-readable pricing manifest is published — agents must rely on HTML scraping.
  • The pricing URL did not render numeric tier data on the scoring date — possibly a router or sales-led landing page.
One-line fix
How Gradio could lift its score

Add a per-unit price (e.g. $X / 1K calls) to the pricing page so an agent can compute its own cost before committing.

pricing_visible

false

headline_phrasing

Build machine learning apps in Python — Create web interfaces for your ML models in minutes. Deploy anywhere, share with anyone.

tier_count

0

lowest_paid_entry_usd

null

free_tier

false

free_tier_terms

null

per_unit_price

null

annual_required

false

self_serve_paid_tiers

0

sales_only_tiers

0

public_api_docs_url

https://www.gradio.app/docs

api_docs_auth_walled

false

ai_pricing_json_present

false

agents_txt_present

false

anonymous_purchase_path

false

per_unit_classification

null

usage_headline_present

false

custom_tier_present

false

agent_friendly

{"ai_pricing_json":false,"agents_txt":false,"llms_txt":true,"sitemap_xml":false,"mcp_server_card":false,"agent_skills_index":false,"x402_supported":false}

View raw extracted page text →
Page heading: Build machine learning apps in Python
CTAs (36): New Gradio 6 is here! Learn more · New MCP Birthday Hackathon Completed! See Winners · Get Started · GitHub 42392 · Click Me · Button · Plot · Dataframe · ImageSlider · Slider · Gallery · Checkbox
New Gradio 6 is here! Learn more New MCP Birthday Hackathon Completed! See Winners Build machine learning apps in Python Create web interfaces for your ML models in minutes. Deploy anywhere, share with anyone. Get Started GitHub 42392 Click Me Button PlotA B C ··· ··· ······ ··· ······ ··· ······ ··· ··· Dataframe ◢ ◢ ImageSlider0 100 Slider Gallery Accept terms Checkbox1 2 3 def hello(): print("Hi") return 42 CodeClick Me Button PlotA B C ··· ··· ······ ··· ······ ··· ······ ··· ··· Dataframe ◢ ◢ ImageSlider0 100 Slider Gallery Accept terms Checkbox1 2 3 def hello(): print("Hi") return 42 Code Hi! How can I help? Hello! 👋 ChatbotGood sentiment bad HighlightedText Model3D Option 1 Option 2 Radio Number📁 Documents 📄 file.txt 📁 Images FileExplorer⋮⋮ Item 1⋮⋮ Item 2⋮⋮ Item 3 Draggable▶ 0:15 Audio Face Ear AnnotatedImageOption A Dropdown DateTimeHi! How can I help? Hello! 👋 ChatbotGood sentiment bad HighlightedText Model3D Option 1 Option 2 Radio Number📁 Documents 📄 file.txt 📁 Images FileExplorer⋮⋮ Item 1⋮⋮ Item 2⋮⋮ Item 3 Draggable▶ 0:15 Audio Face Ear AnnotatedImageOption A Dropdown DateTime Everything you need to build Gradio handles the frontend so you can focus on building. From prototypes to production-ready web apps. Lightning Fast Setup One command to install. A few lines of Python to launch. No Javascript, CSS, or frontend experience required. $ pip install gradio Successfully installed gradio $ python app.py Running on http://127.0.0.1:7860 40+ Components Input …
You work at Gradio?
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Are you Gradio? Something off in this listing?
Agent-Ready Spec
Gradio
Not Agent-Ready Yet

15

/ 100 (rubric v1.1)
Category

Machine Learning

Pricing model

Not advertised

Tier count

0

Free tier

No

Lowest paid entry

Sales-led

Self-serve / sales-only tiers

0 / 0

Public API docs

Public

Anonymous purchase path

No

Machine-readable pricing

Not published

Last refreshed

2026-05-06

Actions
Open live pricing page
Verdict reflects Not Agent-Ready Yet status under rubric v1.1. Source observed at https://gradio.app/.
Agent-friendly features1 of 7 present
Discovery files and protocols
Side-channel signals — informational, not part of the score. Each protocol is independent; adoption signals the publisher is thinking about agent buyers.

ai-pricing.json

agents.txt

llms.txt

sitemap.xml

MCP Server Card

Agent Skills

x402 / MPP

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