UI Prototyping
Query this niche via MCP
niche_report({ niche: "ui-prototyping" })Agents · median
$29/mo
MCP servers · median
All plans — Agents vs MCPs
each dot = one provider · log scaleAgents $29
Figma Make · $10
21st Dev · $11
figr · $32
visily · $11
uizard · $12
paraflow · $25
fountible · $29
Figma Make · $51
figr · $124
visily · $29
uizard · $39
$10
$25
$50
$100
AgentsMCP serversshaded = middle half · line = median
All plans
11 pricedProvidervs its cohort medianMonthly
Figma Makeagent
$10 below
21st Devagent
$11 below
visilyagent
$11 below
uizardagent
$12 below
paraflowagent
$25 below
fountibleagent
$29 ~median
visilyagent
$29 ~median
figragent
$32 above
uizardagent
$39 above
Figma Makeagent
$51 above
figragent
$124 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
This page is the human view of the MCP answer. The same structured `niche_report` / `price_benchmark` an agent receives over MCP or REST.
niche_reportprice_benchmark
See the MCP response behind this pageniche_report
{
"niche": "ui-prototyping",
"parent_sector": "design-creative",
"provider_type_pricing": {
"slug": "ui-prototyping",
"pricing_basis": "lowest_observed_monthly_usd",
"provider_type_methodology": "commercial-form-v2",
"provider_type_methodology_published_at": "2026-07-31",
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"confidence": "insufficient",
"reason": "Fewer than three comparable priced MCP servers are available."
}
},
"recommended_cohort": null,
"recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
"fallback_context": null,
"context_note": null
},
"crowding_level": "sparse",
"observed_node_count": 2,
"adjacent_niches": [
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"website-design-agent",
"ai-mockup-prototyping",
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"ecad-hardware-design-agent"
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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},
{
"day": "2026-08-08",
"index": 111.934,
"pairs": 16,
"dayChangePct": 0
},
{
"day": "2026-08-09",
"index": 111.934,
"pairs": 16,
"dayChangePct": 0
},
{
"day": "2026-08-10",
"index": 111.934,
"pairs": 16,
"dayChangePct": 0
},
{
"day": "2026-08-11",
"index": 111.934,
"pairs": 15,
"dayChangePct": 0
},
{
"day": "2026-08-12",
"index": 111.934,
"pairs": 15,
"dayChangePct": 0
},
{
"day": "2026-08-13",
"index": 111.934,
"pairs": 19,
"dayChangePct": 0
},
{
"day": "2026-08-14",
"index": 111.934,
"pairs": 20,
"dayChangePct": 0
},
{
"day": "2026-08-15",
"index": 111.934,
"pairs": 20,
"dayChangePct": 0
},
{
"day": "2026-08-16",
"index": 111.934,
"pairs": 20,
"dayChangePct": 0
},
{
"day": "2026-08-17",
"index": 111.934,
"pairs": 20,
"dayChangePct": 0
}
],
"latest": 111.934,
"day_change_pct": 0,
"methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
},
"top_agents": [
{
"agent_id": "magic_patterns",
"name": "Magic Patterns",
"url": "https://www.magicpatterns.com/",
"short_summary": "generates UI/prototypes for product teams from ideas, screenshots, or prompts",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 20,
"monthly_usd": 20,
"headline": "Free tier, then from $20/mo",
"summary": "Free tier, then from $20/mo. Magic Patterns offers a free tier, paid Starter and Business plans billed per seat monthly or annually, custom Enterprise pricing, and $0.02 per-credit on-demand usage."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "productnow",
"name": "Productnow",
"url": "https://productnow.ai/",
"short_summary": "turns prototypes into buildable specs with feedback, decisions, and scope for engineering handoffs",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "ProductNow displays no public pricing or plan details on the supplied homepage."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "alloy",
"name": "Alloy",
"url": "https://alloy.app/",
"short_summary": "AI prototyping that captures your product from the browser or codebase and makes changes via chat to create interactive prototypes and production-ready code",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 20,
"monthly_usd": 20,
"headline": "Free tier, then from $20/mo",
"summary": "Free tier, then from $20/mo. Alloy offers a free plan, a Pro plan at $20 per user per month, and custom-priced Enterprise plans."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "figr",
"name": "Figr",
"url": "https://figr.design/",
"short_summary": "Acts as an AI design agent that thinks through product problems—maps flows, finds edge cases, reviews UX decisions, checks accessibility, and produces high-fid…",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 32,
"monthly_usd": 32,
"headline": "Free tier, then from $32/mo",
"summary": "Free tier, then from $32/mo. Figr offers a permanent free plan, paid Starter and Max subscriptions at $32/mo and $124/mo, and custom Enterprise pricing."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "paraflow",
"name": "Paraflow",
"url": "https://paraflow.com/",
"short_summary": "Defines, designs, and delivers product designs—generates PRDs, user flows, screen plans, high-fidelity UIs, interactive prototypes, and frontend code",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 25,
"monthly_usd": 25,
"headline": "Free tier, then from $25/mo",
"summary": "Free tier, then from $25/mo. Paraflow offers a permanent Free plan with limited credits and a Pro plan at $25 per month with 2,500 monthly credits."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "reui",
"name": "Reui",
"url": "https://reui.io/",
"short_summary": "About ReUI\nReUI is a free, open-source component library for the shadcn/ui ecosystem. Explore 1,000+ production-ready components across 68 categories, each sho…",
"price": {
"observed": true,
"billing": "one-time",
"lowest_monthly_usd": 249,
"monthly_usd": 249,
"headline": "From $249/mo",
"summary": "From $249/mo. ReUI offers a free component foundation and Pro or Ultimate access through one-time payments of $249 or $499."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "sleek_design",
"name": "Sleek Design",
"url": "https://sleek.design/",
"short_summary": "generates mobile app designs from text descriptions or images via AI chat",
"price": {
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 20,
"monthly_usd": 20,
"headline": "From $20/mo",
"summary": "From $20/mo. Sleek offers a free trial with annual-billing prices shown from $20/month for Starter, $30/month for Pro, and $40/user/month for Team; month-to-month prices are not displayed in the supplied context."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "uizard",
"name": "Uizard",
"url": "https://uizard.io/",
"short_summary": "Generates UI/UX designs, wireframes, mockups, and prototypes for apps, websites, and software",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 12,
"monthly_usd": 12,
"headline": "Free tier, then from $12/mo",
"summary": "Free tier, then from $12/mo. Uizard offers a permanent free plan, annual-billing Pro at $12 per month, Business at $39 per month, and custom-priced Enterprise."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "uxpilot",
"name": "UX Pilot",
"url": "https://uxpilot.ai/",
"short_summary": "Generates UX/UI wireframes and high-fidelity designs from prompts, sketches, or PRDs, and produces export-ready code",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free tier + paid plans (price not published)",
"summary": "UX Pilot advertises a free offering with 80 daily credits, while additional paid offers are indicated but their plan names and billing periods are not visible in the supplied context."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "visily",
"name": "Visily",
"url": "https://www.visily.ai/",
"short_summary": "generates UI wireframes, mockups, and prototypes from inspiration sources for non-designers",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 11,
"monthly_usd": 11,
"headline": "Free tier, then from $11/mo",
"summary": "Free tier, then from $11/mo. Visily offers a free Starter plan, with Pro at $11 per editor/month and Business at $29 per editor/month when billed annually, plus custom Enterprise pricing."
},
"evidence_quality": "medium",
"upvotes": 0
}
],
"platforms_also_here": [
{
"agent_id": "appwizzy",
"name": "Prescient Technologies",
"url": "https://appwizzy.com",
"short_summary": "Builds scalable web apps and websites from plain-English descriptions, generating software architecture, database schema, backend, and API code",
"price": {
"observed": false,
"billing": "unknown",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"home_niche": "ai-app-builder",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "flowdeck_ai",
"name": "Flowdeck Ai",
"url": "https://flowdeck.studio/docs/cli/ai-agents/ui-implementation",
"short_summary": "AI-powered design-to-code tool that converts mockups into SwiftUI views with automated visual verification. Agents can build, run, and iterate on iOS apps unti…",
"price": {
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 4.92,
"monthly_usd": 4.92,
"headline": "From $4.92/mo",
"summary": "From $4.92/mo. FlowDeck offers annual CLI and Studio subscriptions at $59/year and $79/year, with team licenses starting at $399/year for five developers."
},
"home_niche": "ai-mobile-coding",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "framer",
"name": "Framer AI",
"url": "https://www.framer.com/",
"short_summary": "Generates website layouts and components and builds/publishes websites with AI assistance",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 11.57,
"monthly_usd": 13.39,
"headline": "Free tier, then from $11.57/mo",
"summary": "Free tier, then from $11.57/mo. Framer offers a permanent free plan, Basic at €10 per month, Pro at €30 per month, and custom Enterprise pricing, with the page displaying yearly billing."
},
"home_niche": "website-design-agent",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "widget_semantic_bridge",
"name": "Widget Semantic Bridge",
"url": "https://forums.unrealengine.com/t/moons-ue-tools-ai-agent-umg-widget-blueprint-generator-widget-semantic-bridge/2722620",
"short_summary": "Unreal Engine 5 plugin enabling AI agents to generate Widget Blueprints and UI animations through structured .widgetdsl format. Supports export, validation, im…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown in the supplied product discussion page."
},
"home_niche": "game-asset-generation",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/ui-prototyping",
"summary": {
"niche": "ui-prototyping",
"sector": "design-creative",
"pricing_by_provider_type": {
"headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Pro median $27/mo (6 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
"benchmarks": [
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "pro",
"buyer_tier_label": "Pro",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 6,
"reliability": "medium",
"median": 27,
"p25": 15.25,
"p75": 45.72,
"status": "ok"
},
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "individual",
"buyer_tier_label": "Individual",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 3,
"reliability": "low",
"median": 10.5,
"p25": null,
"p75": null,
"status": "median_only"
},
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "team_sme",
"buyer_tier_label": "Team / SME",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 2,
"reliability": "low",
"median": null,
"p25": null,
"p75": null,
"status": "observed_offers_only",
"observed_offers": [
29,
39
]
}
],
"warnings": [
"This niche currently has sufficient agent pricing but insufficient MCP pricing."
],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "ui-prototyping"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/ui-prototyping",
"counts": {
"listings_with_price_capture": 19,
"listings_with_observed_public_price": 13,
"providers_with_numeric_monthly_price_latest_scan": 11,
"like_for_like_comparable_pairs": 11
},
"movement": {
"d": {
"published": false,
"value_pct": null,
"held_reason": null
},
"w": {
"published": false,
"value_pct": null,
"held_reason": null
},
"m": {
"published": true,
"value_pct": 2.4,
"driver": "figr's \"Starter\" $20→$32 (+60%)"
}
},
"pricing_version": "cohorts-1",
"pricing_status": "ok",
"pricing_by_tier": [
{
"tier": "individual",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 10.5,
"provider_count": 3,
"plan_observation_count": 7,
"data_confidence": 0.27,
"data_confidence_basis": {
"provider_component": 0.25,
"observation_component": 0.35,
"provider_count": 3,
"plan_observation_count": 7
},
"reliability": "low",
"members": [
{
"provider": "figma_make",
"usd": 9.69
},
{
"provider": "21st_dev",
"usd": 10.5
},
{
"provider": "figr",
"usd": 32
}
]
},
{
"tier": "pro",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 27,
"provider_count": 6,
"plan_observation_count": 9,
"data_confidence": 0.49,
"data_confidence_basis": {
"provider_component": 0.5,
"observation_component": 0.45,
"provider_count": 6,
"plan_observation_count": 9
},
"reliability": "medium",
"members": [
{
"provider": "visily",
"usd": 11
},
{
"provider": "uizard",
"usd": 12
},
{
"provider": "paraflow",
"usd": 25
},
{
"provider": "fountible",
"usd": 29
},
{
"provider": "figma_make",
"usd": 51.3
},
{
"provider": "figr",
"usd": 124
}
],
"p25": 15.25,
"p75": 45.72
},
{
"tier": "team_sme",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 34,
"provider_count": 2,
"plan_observation_count": 2,
"data_confidence": 0.15,
"data_confidence_basis": {
"provider_component": 0.17,
"observation_component": 0.1,
"provider_count": 2,
"plan_observation_count": 2
},
"reliability": "low",
"members": [
{
"provider": "visily",
"usd": 29
},
{
"provider": "uizard",
"usd": 39
}
]
},
{
"tier": "team_sme",
"currency": "USD",
"period": "month",
"unit": "per_seat",
"median": 53.75,
"provider_count": 2,
"plan_observation_count": 2,
"data_confidence": 0.15,
"data_confidence_basis": {
"provider_component": 0.17,
"observation_component": 0.1,
"provider_count": 2,
"plan_observation_count": 2
},
"reliability": "low",
"members": [
{
"provider": "21st_dev",
"usd": 7.5
},
{
"provider": "magic_patterns",
"usd": 100
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 19,
"listings_with_observed_public_price": 13,
"normalized_observations": 22,
"comparable_providers": 9,
"strict_cohorts": 4,
"exclusion_reasons": {
"usage_not_monthly": 2,
"ambiguous_cadence": 6,
"one_time": 2,
"free_or_zero": 3
}
},
"pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
"pricing_excluded_observations": {
"usage_not_monthly": 2,
"ambiguous_cadence": 6,
"one_time": 2,
"free_or_zero": 3
},
"billing_mix": {
"subscription": 3,
"freemium": 8,
"one-time": 1,
"free": 1
},
"free_tier_share": 0.69,
"top_providers": [
{
"agent_id": "magic_patterns",
"name": "Magic Patterns",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 20,
"monthly_usd": 20,
"headline": "Free tier, then from $20/mo",
"summary": "Free tier, then from $20/mo. Magic Patterns offers a free tier, paid Starter and Business plans billed per seat monthly or annually, custom Enterprise pricing, and $0.02 per-credit on-demand usage."
},
"observed": true
},
{
"agent_id": "productnow",
"name": "Productnow",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "ProductNow displays no public pricing or plan details on the supplied homepage."
},
"observed": false
},
{
"agent_id": "alloy",
"name": "Alloy",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 20,
"monthly_usd": 20,
"headline": "Free tier, then from $20/mo",
"summary": "Free tier, then from $20/mo. Alloy offers a free plan, a Pro plan at $20 per user per month, and custom-priced Enterprise plans."
},
"observed": true
},
{
"agent_id": "figr",
"name": "Figr",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 32,
"monthly_usd": 32,
"headline": "Free tier, then from $32/mo",
"summary": "Free tier, then from $32/mo. Figr offers a permanent free plan, paid Starter and Max subscriptions at $32/mo and $124/mo, and custom Enterprise pricing."
},
"observed": true
},
{
"agent_id": "paraflow",
"name": "Paraflow",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 25,
"monthly_usd": 25,
"headline": "Free tier, then from $25/mo",
"summary": "Free tier, then from $25/mo. Paraflow offers a permanent Free plan with limited credits and a Pro plan at $25 per month with 2,500 monthly credits."
},
"observed": true
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "ui-prototyping"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "ui-prototyping",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "magic_patterns"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "magic_patterns"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
12 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
FigrActs as an AI design agent that thinks through product problems—maps flows, finds edge cases, reviews UX decisions, checks accessibility, and produces high-fid…
UizardGenerates UI/UX designs, wireframes, mockups, and prototypes for apps, websites, and software
UX PilotGenerates UX/UI wireframes and high-fidelity designs from prompts, sketches, or PRDs, and produces export-ready code
Visilygenerates UI wireframes, mockups, and prototypes from inspiration sources for non-designers
SuperDesign AIgenerates UI/web designs and interfaces from prompts, screenshots, or existing sites
Figma MakeAI agent workflow builder for product managers that converts natural language prompts into interactive prototypes with logic, flows, and edge cases. Integrates…Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.