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UI Prototyping

Query this niche via MCPmarket_report({ query: "UI Prototyping", response_mode: "summary" })
active marketmarket pulse 45/100commercial money present0 new builders in 30d19 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$29/mo
$12–$51 middle half · 6 providers · median of every priced plan point, all tiers
MCP servers · median
None priced — too few for a MCP servers median.

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $29
Figma Make · $10
21st Dev · $11
Sleek Design · $29
figr · $32
uizard · $12
paraflow · $25
Figma Make · $51
Sleek Design · $69
figr · $124
$10
$25
$50
$100
AgentsMCP serversshaded = middle half · line = median

All plans

9 priced
Providervs its cohort medianMonthly
Figma Makeagent
$10 below
21st Devagent
$11 below
uizardagent
$12 below
paraflowagent
$25 below
Sleek Designagent
$29 ~median
figragent
$32 above
Figma Makeagent
$51 above
Sleek Designagent
$69 above
figragent
$124 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of UI Prototyping (latest observation 2026-10-16T03:43:44.171Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.
market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
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                "provider": "magic_patterns",
                "tier": "individual",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$20 per seat per month",
                "monthly_usd": 20
              },
              {
                "provider": "magic_patterns",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$100 per seat per month",
                "monthly_usd": 100
              },
              {
                "provider": "visily",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$14 per editor/month",
                "monthly_usd": 14
              },
              {
                "provider": "visily",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$29 per editor/month",
                "monthly_usd": 29
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_user",
            "count": 2,
            "offers": [
              {
                "provider": "alloy",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$20 per user / month",
                "monthly_usd": 20
              },
              {
                "provider": "sleek_design",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$99/user/mo",
                "monthly_usd": 99
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 3,
            "offers": [
              {
                "provider": "reui",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$249",
                "monthly_usd": null
              },
              {
                "provider": "reui",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$499",
                "monthly_usd": null
              },
              {
                "provider": "uizze",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$99",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 1,
            "offers": [
              {
                "provider": "21st_dev",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "flat",
                "price": "+100 for $5",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "other_usage",
            "count": 1,
            "offers": [
              {
                "provider": "magic_patterns",
                "tier": "individual",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$0.02 per credit",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 6,
            "offers": [
              {
                "provider": "alloy",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom pricing",
                "monthly_usd": null
              },
              {
                "provider": "figr",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "magic_patterns",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "reui",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom quote",
                "monthly_usd": null
              },
              {
                "provider": "uizard",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom solution to your needs",
                "monthly_usd": null
              },
              {
                "provider": "visily",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 11,
          "normalized_observations": 25,
          "comparable_providers": 10,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "usage_not_monthly": 2,
            "ambiguous_cadence": 6,
            "one_time": 3
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "individual": 0,
      "team_sme": 0,
      "pro": 0,
      "enterprise": 6
    },
    "billingMix": {
      "subscription": 3,
      "freemium": 7,
      "free": 1,
      "one-time": 1
    },
    "freeTierShare": 0.67,
    "medianLowestUsd": 17
  },
  "movement": null,
  "index_series": {
    "series": [
      {
        "day": "2026-09-17",
        "index": 99.717,
        "pairs": 22,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 99.717,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 99.717,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 99.717,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 99.717,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 99.717,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 99.717,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 99.717,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 99.717,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 99.717,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 99.717,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 99.717,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 99.717,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 99.717,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 99.717,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 99.717,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 99.717,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 99.717,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 99.717,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 99.717,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 99.717,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 99.717,
        "pairs": 20,
        "dayChangePct": 0
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      {
        "day": "2026-10-09",
        "index": 99.717,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 99.717,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 99.717,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
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        "pairs": 14,
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      },
      {
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        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 99.717,
        "pairs": 14,
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      },
      {
        "day": "2026-10-15",
        "index": 99.717,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-16",
        "index": 99.717,
        "pairs": 17,
        "dayChangePct": 0
      }
    ],
    "latest": 99.717,
    "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": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 20,
            "monthly_usd": 20,
            "commitment": "monthly",
            "basis": "$20 per seat/month × 1",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Starter (annual billing)",
            "monthly_equivalent_native": 17,
            "total_native": 204
          },
          "rates": [
            {
              "line": "On-Demand Usage",
              "per": "per credit",
              "text": "$0.02 per credit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0 per month",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "$20 per seat per month",
              "kind": "base_subscription",
              "unit": "seat",
              "billed": "monthly"
            },
            {
              "name": "Starter (annual billing)",
              "price": "$17 per seat per month billed annually",
              "kind": "base_subscription",
              "unit": "seat",
              "billed": "annually"
            },
            {
              "name": "Business",
              "price": "$100 per seat per month",
              "kind": "base_subscription",
              "unit": "seat",
              "billed": "monthly"
            },
            {
              "name": "Business (annual billing)",
              "price": "$85 per seat per month billed annually",
              "kind": "base_subscription",
              "unit": "seat",
              "billed": "annually"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            },
            {
              "name": "On-Demand Usage",
              "price": "$0.02 per credit",
              "kind": "usage_rate",
              "unit": "credit",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 20,
        "monthly_usd": 20,
        "headline": "Free plan; paid from $20/mo ($20 per seat/month × 1); $17/mo equivalent billed annually",
        "summary": "Free plan; paid from $20/mo ($20 per seat/month × 1); $17/mo equivalent billed annually. 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": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 20,
            "monthly_usd": 20,
            "commitment": "monthly",
            "basis": "$20 per user/month × 1",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$20 per user / month",
              "kind": "base_subscription",
              "unit": "user",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Custom pricing",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 20,
        "monthly_usd": 20,
        "headline": "Free plan; paid from $20/mo ($20 per user/month × 1)",
        "summary": "Free plan; paid from $20/mo ($20 per user/month × 1). 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": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 32,
            "monthly_usd": 32,
            "commitment": "monthly",
            "basis": "$32/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "$32 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Max",
              "price": "$124 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 32,
        "monthly_usd": 32,
        "headline": "Free plan; paid from $32/mo",
        "summary": "Free plan; paid from $32/mo. Figr offers a permanent free plan, paid Starter and Max plans at $32 and $124 per month, 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": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 25,
            "monthly_usd": 25,
            "commitment": "monthly",
            "basis": "$25/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Yearly Save 20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "USD",
          "notes": [
            "billing period unverified: the pricing page has a \"Monthly Yearly Save 20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "$ 0 /mo",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$ 25 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 25,
        "monthly_usd": 25,
        "headline": "Free plan; paid from $25/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "Free plan; paid from $25/mo (billing period unverified: page has a Monthly/Annual toggle). 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": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Personal",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$249",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Ultimate",
              "price": "$499",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "OEM license",
              "price": "Custom quote",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "one-time",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free; Pro $249 (one-time)",
        "summary": "Free; Pro $249 (one-time). ReUI offers a free plan and two paid lifetime-access plans at $249 and $499 as one-time payments, plus a custom-quote OEM license."
      },
      "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": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 39,
            "monthly_usd": 39,
            "commitment": "monthly",
            "basis": "$39/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "$39/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$69/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Team",
              "price": "$99/user/mo",
              "kind": "base_subscription",
              "unit": "user",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 39,
        "monthly_usd": 39,
        "headline": "Free plan; paid from $39/mo",
        "summary": "Free plan; paid from $39/mo. Sleek offers a free plan with limited credits plus Starter at $29/month, Pro at $69/month, and Team at $99 per user/month."
      },
      "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": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 12,
            "monthly_usd": 12,
            "commitment": "annual",
            "basis": "$12/month, billed annually (annual commitment)"
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$12 per month",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Business",
              "price": "$39 per month",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Enterprise",
              "price": "Custom solution to your needs",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 12,
        "monthly_usd": 12,
        "headline": "Free plan; paid from $12/mo (annual commitment)",
        "summary": "Free plan; paid from $12/mo (annual commitment). 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": "uizze",
      "name": "Uizze",
      "url": "https://uizze.com",
      "short_summary": "Stop generic UI slop in Codex, Claude Code, and Cursor. Search 800,000+ real web and iOS screens, build design contracts and reference packs, audit implementat…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Monthly",
            "monthly_native": 9,
            "monthly_usd": 9,
            "commitment": "monthly",
            "basis": "$9/month",
            "billing_verified": true
          },
          "currency": "USD",
          "notes": [
            "other prices: Lifetime $99 (one-time)"
          ],
          "lines": [
            {
              "name": "Monthly",
              "price": "$9 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Lifetime",
              "price": "$99",
              "kind": "one_off",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 9,
        "monthly_usd": 9,
        "headline": "From $9/mo",
        "summary": "From $9/mo. Uizze offers access for $9 per month or a $99 one-time lifetime purchase."
      },
      "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": false,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "UX Pilot exposes structured pricing offers of $0, $22, $31, another $31 offer, and a custom option, but the supplied text does not reveal plan names or billing periods."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "appwizzy",
      "name": "AppWizzy",
      "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": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 20,
            "monthly_usd": 20,
            "commitment": "monthly",
            "basis": "$20/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Pro (annual billing)",
            "monthly_equivalent_native": 18,
            "total_native": 216
          },
          "rates": [
            {
              "line": "AI model usage",
              "per": "per 1m prompt",
              "text": "$0.1 per 1m prompt"
            },
            {
              "line": "Hosted VM usage",
              "per": "per unit",
              "text": "$0.1 per unit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0 /mo",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$20.0/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro (annual billing)",
              "price": "$18 /mo billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Pro 50",
              "price": "$50.0/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro 50 (annual billing)",
              "price": "$45 /mo billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Pro 125",
              "price": "$85/mo billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Enterprise",
              "price": "Custom pricing",
              "kind": "custom"
            },
            {
              "name": "AI model usage",
              "price": "$0.10 per 1M prompt tokens",
              "kind": "usage_rate",
              "unit": "1m prompt",
              "billed": "usage"
            },
            {
              "name": "Hosted VM usage",
              "price": "0.10 credits / active day",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 20,
        "monthly_usd": 20,
        "headline": "Free plan; paid from $20/mo; $18/mo equivalent billed annually",
        "summary": "Free plan; paid from $20/mo; $18/mo equivalent billed annually. AppWizzy offers a free tier, paid plans starting at $20/month month-to-month or $18/month billed annually, higher-credit tiers, custom enterprise pricing, and separate usage-based AI and hosted VM charges."
      },
      "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": {
        "commercial": {
          "entry_offer": {
            "line": "FlowDeck CLI",
            "monthly_native": 4.92,
            "monthly_usd": 4.916666666666667,
            "commitment": "annual",
            "basis": "$59/year (annual commitment) = $4.92/month equivalent"
          },
          "currency": "USD",
          "lines": [
            {
              "name": "FlowDeck CLI",
              "price": "$59/year",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "FlowDeck Studio",
              "price": "$79/year",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Team",
              "price": "$399/year",
              "kind": "base_subscription",
              "billed": "annually"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 4.916666666666667,
        "monthly_usd": 4.916666666666667,
        "headline": "From $4.92/mo (annual commitment)",
        "summary": "From $4.92/mo (annual commitment). 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": {
        "commercial": {
          "entry_offer": {
            "line": "Basic",
            "monthly_native": 10,
            "monthly_usd": 11.22,
            "commitment": "monthly",
            "basis": "€10/month",
            "billing_verified": true
          },
          "currency": "EUR",
          "notes": [
            "prices in EUR as published; USD figures are conversions at 2026-10-16"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "€0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Basic",
              "price": "€10 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "€30 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 11.22,
        "monthly_usd": 11.22,
        "headline": "Free plan; paid from €10/mo",
        "summary": "Free plan; paid from €10/mo. Framer offers a free tier, Basic at €10 per month, Pro at €30 per month, and custom-priced Enterprise plans, with yearly billing indicated on the pricing page."
      },
      "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 $51/mo (5 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": 5,
          "reliability": "medium",
          "median": 51.3,
          "p25": 25,
          "p75": 69,
          "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": 4,
          "reliability": "low",
          "median": 19.75,
          "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": "per_seat",
          "pricing_unit_label": "per seat",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 29,
          "p25": null,
          "p75": null,
          "status": "median_only"
        }
      ],
      "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": 20,
      "listings_with_observed_public_price": 12,
      "providers_with_numeric_monthly_price_latest_scan": null,
      "like_for_like_comparable_pairs": null
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": true,
        "value_pct": -1.5,
        "driver": "sleek_design's \"Starter\" $39→$29 (-26%)"
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 10.5,
        "provider_count": 5,
        "plan_observation_count": 9,
        "data_confidence": 0.42,
        "data_confidence_basis": {
          "provider_component": 0.42,
          "observation_component": 0.45,
          "provider_count": 5,
          "plan_observation_count": 9
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "uizze",
            "usd": 9
          },
          {
            "provider": "figma_make",
            "usd": 9.69
          },
          {
            "provider": "21st_dev",
            "usd": 10.5
          },
          {
            "provider": "sleek_design",
            "usd": 29
          },
          {
            "provider": "figr",
            "usd": 32
          }
        ],
        "p25": 9.69,
        "p75": 29
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 51.3,
        "provider_count": 5,
        "plan_observation_count": 8,
        "data_confidence": 0.41,
        "data_confidence_basis": {
          "provider_component": 0.42,
          "observation_component": 0.4,
          "provider_count": 5,
          "plan_observation_count": 8
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "uizard",
            "usd": 12
          },
          {
            "provider": "paraflow",
            "usd": 25
          },
          {
            "provider": "figma_make",
            "usd": 51.3
          },
          {
            "provider": "sleek_design",
            "usd": 69
          },
          {
            "provider": "figr",
            "usd": 124
          }
        ],
        "p25": 25,
        "p75": 69
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "per_seat",
        "median": 29,
        "provider_count": 3,
        "plan_observation_count": 3,
        "data_confidence": 0.23,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.15,
          "provider_count": 3,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "21st_dev",
            "usd": 7.5
          },
          {
            "provider": "visily",
            "usd": 29
          },
          {
            "provider": "magic_patterns",
            "usd": 100
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 20,
      "listings_with_observed_public_price": 12,
      "normalized_observations": 25,
      "comparable_providers": 10,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "usage_not_monthly": 2,
        "ambiguous_cadence": 6,
        "one_time": 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": 3
    },
    "billing_mix": {
      "subscription": 3,
      "freemium": 7,
      "free": 1,
      "one-time": 1
    },
    "free_tier_share": 0.67,
    "top_providers": [
      {
        "agent_id": "magic_patterns",
        "name": "Magic Patterns",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Starter",
              "monthly_native": 20,
              "monthly_usd": 20,
              "commitment": "monthly",
              "basis": "$20 per seat/month × 1",
              "billing_verified": true
            },
            "annual_option": {
              "line": "Starter (annual billing)",
              "monthly_equivalent_native": 17,
              "total_native": 204
            },
            "rates": [
              {
                "line": "On-Demand Usage",
                "per": "per credit",
                "text": "$0.02 per credit"
              }
            ],
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0 per month",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Starter",
                "price": "$20 per seat per month",
                "kind": "base_subscription",
                "unit": "seat",
                "billed": "monthly"
              },
              {
                "name": "Starter (annual billing)",
                "price": "$17 per seat per month billed annually",
                "kind": "base_subscription",
                "unit": "seat",
                "billed": "annually"
              },
              {
                "name": "Business",
                "price": "$100 per seat per month",
                "kind": "base_subscription",
                "unit": "seat",
                "billed": "monthly"
              },
              {
                "name": "Business (annual billing)",
                "price": "$85 per seat per month billed annually",
                "kind": "base_subscription",
                "unit": "seat",
                "billed": "annually"
              },
              {
                "name": "Enterprise",
                "price": "Custom",
                "kind": "custom"
              },
              {
                "name": "On-Demand Usage",
                "price": "$0.02 per credit",
                "kind": "usage_rate",
                "unit": "credit",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 20,
          "monthly_usd": 20,
          "headline": "Free plan; paid from $20/mo ($20 per seat/month × 1); $17/mo equivalent billed annually",
          "summary": "Free plan; paid from $20/mo ($20 per seat/month × 1); $17/mo equivalent billed annually. 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": {
          "commercial": {
            "entry_offer": {
              "line": "Pro",
              "monthly_native": 20,
              "monthly_usd": 20,
              "commitment": "monthly",
              "basis": "$20 per user/month × 1",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$20 per user / month",
                "kind": "base_subscription",
                "unit": "user",
                "billed": "monthly"
              },
              {
                "name": "Enterprise",
                "price": "Custom pricing",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 20,
          "monthly_usd": 20,
          "headline": "Free plan; paid from $20/mo ($20 per user/month × 1)",
          "summary": "Free plan; paid from $20/mo ($20 per user/month × 1). 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": {
          "commercial": {
            "entry_offer": {
              "line": "Starter",
              "monthly_native": 32,
              "monthly_usd": 32,
              "commitment": "monthly",
              "basis": "$32/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Starter",
                "price": "$32 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Max",
                "price": "$124 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Enterprise",
                "price": "Custom",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 32,
          "monthly_usd": 32,
          "headline": "Free plan; paid from $32/mo",
          "summary": "Free plan; paid from $32/mo. Figr offers a permanent free plan, paid Starter and Max plans at $32 and $124 per month, and custom Enterprise pricing."
        },
        "observed": true
      },
      {
        "agent_id": "paraflow",
        "name": "Paraflow",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Pro",
              "monthly_native": 25,
              "monthly_usd": 25,
              "commitment": "monthly",
              "basis": "$25/month",
              "billing_verified": false,
              "billing_note": "the pricing page has a \"Monthly Yearly Save 20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
            },
            "currency": "USD",
            "notes": [
              "billing period unverified: the pricing page has a \"Monthly Yearly Save 20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
            ],
            "lines": [
              {
                "name": "Free",
                "price": "$ 0 /mo",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$ 25 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 25,
          "monthly_usd": 25,
          "headline": "Free plan; paid from $25/mo (billing period unverified: page has a Monthly/Annual toggle)",
          "summary": "Free plan; paid from $25/mo (billing period unverified: page has a Monthly/Annual toggle). 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

11 providers, one sortable view

Dense enough for many listings; progressive disclosure keeps mobile usable.

ProviderTypeFromVs niche medianLiveness
Magic Patternsgenerates UI/prototypes for product teams from ideas, screenshots, or prompts
agent$20from / mo61% below100% liveagent61% below median100% live
AlloyAI prototyping that captures your product from the browser or codebase and makes changes via chat to create interactive prototypes and production-ready code
mcp$20from / mo61% below100% livemcp61% below median100% live
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…
agent$32from / mo37.6% below100% liveagent37.6% below median100% live
ParaflowDefines, designs, and delivers product designs—generates PRDs, user flows, screen plans, high-fidelity UIs, interactive prototypes, and frontend code
agent$25from / mo51.3% below100% liveagent51.3% below median100% live
Sleek Designgenerates mobile app designs from text descriptions or images via AI chat
agent$39from / mo24% below100% liveagent24% below median100% live
UizardGenerates UI/UX designs, wireframes, mockups, and prototypes for apps, websites, and software
agent$12from / mo76.6% below100% liveagent76.6% below median100% live
UizzeStop generic UI slop in Codex, Claude Code, and Cursor. Search 800,000+ real web and iOS screens, build design contracts and reference packs, audit implementat…
mcp$9from / mo82.5% below100% livemcp82.5% below median100% live
UX PilotGenerates UX/UI wireframes and high-fidelity designs from prompts, sketches, or PRDs, and produces export-ready code
agentFree tierpaid plans vary—100% liveagent100% live
Visilygenerates UI wireframes, mockups, and prototypes from inspiration sources for non-designers
agent$14from / mo72.7% below100% liveagent72.7% below median100% live
Figma MakeAI agent workflow builder for product managers that converts natural language prompts into interactive prototypes with logic, flows, and edge cases. Integrates…
mcp$3.36from / mo93.5% below100% livemcp93.5% below median100% live
FountibleAI-assisted design tool that renders editable React and Tailwind layers, imports designs from Figma, and lets users generate and refine interfaces with Kimi, C…
agentFreefree to use—100% liveagent100% live
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.