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3d Modeling Agent

Query this niche via MCPmarket_report({ query: "3d Modeling Agent", response_mode: "summary" })
active marketmarket pulse 45/100commercial money present0 new builders in 30d31 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$43/mo
3 providers · median of every priced plan point, all tiers · thin evidence
MCP servers · median
$199/mo
2 providers · median of every priced plan point, all tiers · thin evidence
4.6×

MCPs cost 4.6× agents across all tiers — median $43 vs $199. Two different markets; a blended figure would mislead either buyer.

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $43
3d Agent · $29
Meshy 3d Agent · $43
Anything World · $150
MCP servers $199
sceneplane · $64
Kiln 3d · $199
$25
$50
$100
AgentsMCP serversshaded = middle half · line = median

All plans

5 priced
Providervs its cohort medianMonthly
3d Agentagent
$29 below
Meshy 3d Agentagent
$43 ~median
sceneplanemcp
$64 below
Anything Worldagent
$150 above
Kiln 3dmcp
$199 ~median
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 3d Modeling Agent (latest observation 2026-10-15T03:43:03.005Z). 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
{
  "niche": "3d-modeling-agent",
  "parent_sector": "design-creative",
  "provider_type_pricing": {
    "slug": "3d-modeling-agent",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
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      "median": 20.12,
      "p25": null,
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      "mcp": {
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        "providers": 2,
        "publishable": false,
        "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
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  "market_pulse": {
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    "drivers": [
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    "entry_rate": 0.027777777777777776,
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              {
                "provider": "archybase",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "$863.9",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 8,
          "normalized_observations": 13,
          "comparable_providers": 5,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "ambiguous_cadence": 7,
            "one_time": 5,
            "usage_not_monthly": 2
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "individual": 0,
      "team_sme": 0,
      "pro": 0,
      "enterprise": 1
    },
    "billingMix": {
      "subscription": 2,
      "freemium": 6,
      "free": 1
    },
    "freeTierShare": 0.78,
    "medianLowestUsd": 21.38
  },
  "movement": {
    "niche": "3d-modeling-agent",
    "sector": "design-creative",
    "pricedNow": 6,
    "pairs": 5,
    "repriced": [
      {
        "handle": "kiln_3d",
        "from": 15,
        "to": 49,
        "pct": 226.7
      }
    ],
    "newlyPriced": [
      "meshy_3d_agent"
    ],
    "droppedFromPriced": [
      "gripforge_mcp"
    ],
    "likeForLikePct": 26.7,
    "kind": "mixed",
    "narrative": "Repricing + composition: 1 agent repriced — all up (avg +26.7%); 1 newly published pricing; 1 stopped showing a public price."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-16",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-17",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      }
    ],
    "latest": 100,
    "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": "caliper",
      "name": "caliper",
      "url": "https://caliper.fit",
      "short_summary": "extracts structured metadata from 3D geometry and CAD files",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Pay-as-you-go",
              "per": "per MB",
              "text": "$0.02 per MB"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Free allowance",
              "price": "Free",
              "kind": "unknown"
            },
            {
              "name": "Pay-as-you-go",
              "price": "$0.02/MB of billable data",
              "kind": "usage_rate",
              "unit": "MB",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0.02 per MB (usage-based)",
        "summary": "$0.02 per MB (usage-based). Caliper offers a free allowance for files under 150KB and usage-based pricing of $0.02 per MB of billable data, with a $0.35 card surcharge per request."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "sceneview_gateway",
      "name": "Sceneview Gateway",
      "url": "https://sceneview.github.io",
      "short_summary": "provides 3D and AR SDK for cross-platform development with AI-first code generation",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "SceneView SDK",
              "price": "0USD",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. SceneView SDK is listed in homepage JSON-LD at 0USD, with no additional public plan details shown."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "gripforge_mcp",
      "name": "Gripforge",
      "url": "https://gripforge.ai",
      "short_summary": "Attach weapons & props to rigged 3D characters. GripForge finds the hand bone whatever the rig calls it (Tripo, Meshy, Mixamo, AccuRIG conventions), scales the…",
      "price": {
        "commercial": {
          "currency": "EUR",
          "notes": [
            "prepaid credit: €4.99 once (funding, not a subscription)",
            "prices in EUR as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "€0 / mo",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "15 CREDITS",
              "price": "€4.99 once",
              "kind": "credit_purchase",
              "unit": "credits",
              "billed": "one_off"
            },
            {
              "name": "30 CREDITS",
              "price": "€9.99 once",
              "kind": "credit_purchase",
              "unit": "credits",
              "billed": "one_off"
            },
            {
              "name": "100 CREDITS",
              "price": "€29 once",
              "kind": "credit_purchase",
              "unit": "credits",
              "billed": "one_off"
            },
            {
              "name": "500 CREDITS",
              "price": "€79 once",
              "kind": "credit_purchase",
              "unit": "credits",
              "billed": "one_off"
            },
            {
              "name": "1 500 CREDITS",
              "price": "€199 once",
              "kind": "one_off",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Credit packs from €4.99 (15 CREDITS); no subscription",
        "summary": "Credit packs from €4.99 (15 CREDITS); no subscription. GripForge offers a free monthly tier with 15 Studio attaches, plus one-time EUR credit packs priced from €4.99 to €199."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "sceneplane",
      "name": "Sceneplane",
      "url": "https://sceneplane.online/launch?utm_source=smithery&utm_medium=directory&utm_campaign=first100",
      "short_summary": "Cloud Blender for AI agents. Build, inspect, validate, render, animate, and export 3D scenes through 55 remote MCP tools. Durable projects and editable outputs…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Hobby",
            "monthly_native": 9,
            "monthly_usd": 9,
            "commitment": "monthly",
            "basis": "$9/month",
            "billing_verified": true
          },
          "rates": [
            {
              "line": "Additional compute pack",
              "per": "per 250 min",
              "text": "$5 per 250 min"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Hobby",
              "price": "$9 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Studio",
              "price": "$29 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Scale",
              "price": "$99 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Additional compute pack",
              "price": "$5 / 250 min pack",
              "kind": "usage_rate",
              "unit": "250 min",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9,
        "monthly_usd": 9,
        "headline": "Free plan; paid from $9/mo",
        "summary": "Free plan; paid from $9/mo. Sceneplane offers a permanent free tier, monthly Hobby, Studio, and Scale subscriptions, plus optional prepaid compute-minute packs."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "anything_world",
      "name": "Anything World",
      "url": "https://anything.world/",
      "short_summary": "generates and animates 3D objects and scenes",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Micro",
            "monthly_native": 50,
            "monthly_usd": 50,
            "commitment": "monthly",
            "basis": "$50/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Individual",
              "price": "$0/mo",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Micro",
              "price": "$50/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$250/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Custom pricing",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 50,
        "monthly_usd": 50,
        "headline": "Free plan; paid from $50/mo",
        "summary": "Free plan; paid from $50/mo. Freemium 3D generation and animation platform with a free tier for students/personal use, paid plans from $50–$250/month for teams, and custom enterprise pricing."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "3d_agent",
      "name": "3d Agent",
      "url": "https://3d-agent.com/",
      "short_summary": "Blender AI plugin that generates 3D models from text prompts. Creates production-ready meshes with clean topology for game assets, architecture, and product re…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Basic",
            "monthly_native": 19,
            "monthly_usd": 19,
            "commitment": "monthly",
            "basis": "$19/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Basic",
              "price": "$19/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$29/mo or $264/yr",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Ultra",
              "price": "$89/mo or $708/yr",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "From $19/mo",
        "summary": "From $19/mo. 3D-Agent offers three subscription tiers starting at $19/month with monthly or annual billing options, including prompt allowances, step limits, and sub-agent capabilities."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "archybase",
      "name": "Archybase",
      "url": "https://archybase.com/",
      "short_summary": "AI design platform for architects and homeowners. Generates professional interior, exterior, and landscape renders from photos or sketches. Includes floor plan…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Unspecified",
              "price": "$15.92",
              "kind": "unspecified_period"
            },
            {
              "name": "Unspecified",
              "price": "$191.04",
              "kind": "unspecified_period"
            },
            {
              "name": "Unspecified",
              "price": "$31.92",
              "kind": "unspecified_period"
            },
            {
              "name": "Unspecified",
              "price": "$383.04",
              "kind": "unspecified_period"
            },
            {
              "name": "Unspecified",
              "price": "$71.99",
              "kind": "unspecified_period"
            },
            {
              "name": "Unspecified",
              "price": "$863.9",
              "kind": "unspecified_period"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Unspecified $15.92 (billing period not stated)",
        "summary": "Unspecified $15.92 (billing period not stated). The homepage exposes six USD price strings, but the supplied content does not identify plan names or billing periods."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "ashfox",
      "name": "Ashfox",
      "url": "https://ashfox.io",
      "short_summary": "MCP server plugin for Blockbench that enables AI agents to generate and edit 3D models, UVs, textures, and animations from natural language prompts with determ…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing or plan prices were observed on the homepage, and a pricing page was not available."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "blender_ai_mcp",
      "name": "Blender Ai",
      "url": "https://github.com/PatrykIti/blender-ai-mcp",
      "short_summary": "Production MCP server for Blender enabling Claude, ChatGPT, and other AI clients to control Blender via stable tool APIs. Features goal-first routing, curated…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown for this open-source Blender MCP project."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "blender_mcp",
      "name": "Blender",
      "url": "https://github.com/sandraschi/blender-mcp",
      "short_summary": "MCP server enabling AI agents to automate Blender 3D via natural language. Supports 150+ operations: mesh modeling, VRM avatars, Gaussian splats, video editing…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing was observed on the available homepage."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "vibeue",
      "name": "Vibeue",
      "url": "https://www.vibeue.com",
      "short_summary": "Open-source Unreal Engine 5.8 plugin that expands the engine's native MCP server with 27+ service toolsets and ~88 agent skills. Enables AI agents to inspect s…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "0USD",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. VibeUE is presented as an open-source Unreal Engine plugin with a listed price of 0USD and no stated billing period."
      },
      "home_niche": "game-asset-generation",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/3d-modeling-agent",
  "summary": {
    "niche": "3d-modeling-agent",
    "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 $43/mo (3 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": 3,
          "reliability": "low",
          "median": 43.32,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "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": [
            64,
            199
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient agent pricing but insufficient MCP pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "3d-modeling-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/3d-modeling-agent",
    "counts": {
      "listings_with_price_capture": 31,
      "listings_with_observed_public_price": 9,
      "providers_with_numeric_monthly_price_latest_scan": 6,
      "like_for_like_comparable_pairs": 5
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 31.5,
        "provider_count": 2,
        "plan_observation_count": 3,
        "data_confidence": 0.16,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.15,
          "provider_count": 2,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "sceneplane",
            "usd": 9
          },
          {
            "provider": "3d_agent",
            "usd": 54
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 46.16,
        "provider_count": 4,
        "plan_observation_count": 7,
        "data_confidence": 0.34,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.35,
          "provider_count": 4,
          "plan_observation_count": 7
        },
        "reliability": "low",
        "members": [
          {
            "provider": "3d_agent",
            "usd": 29
          },
          {
            "provider": "meshy_3d_agent",
            "usd": 43.32
          },
          {
            "provider": "kiln_3d",
            "usd": 49
          },
          {
            "provider": "anything_world",
            "usd": 150
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 131.5,
        "provider_count": 2,
        "plan_observation_count": 3,
        "data_confidence": 0.16,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.15,
          "provider_count": 2,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "sceneplane",
            "usd": 64
          },
          {
            "provider": "kiln_3d",
            "usd": 199
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 31,
      "listings_with_observed_public_price": 9,
      "normalized_observations": 13,
      "comparable_providers": 5,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "ambiguous_cadence": 7,
        "one_time": 5,
        "usage_not_monthly": 2
      }
    },
    "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": {
      "ambiguous_cadence": 7,
      "one_time": 5,
      "usage_not_monthly": 2
    },
    "billing_mix": {
      "subscription": 2,
      "freemium": 6,
      "free": 1
    },
    "free_tier_share": 0.78,
    "top_providers": [
      {
        "agent_id": "caliper",
        "name": "caliper",
        "price": {
          "commercial": {
            "rates": [
              {
                "line": "Pay-as-you-go",
                "per": "per MB",
                "text": "$0.02 per MB"
              }
            ],
            "currency": "USD",
            "lines": [
              {
                "name": "Free allowance",
                "price": "Free",
                "kind": "unknown"
              },
              {
                "name": "Pay-as-you-go",
                "price": "$0.02/MB of billable data",
                "kind": "usage_rate",
                "unit": "MB",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "$0.02 per MB (usage-based)",
          "summary": "$0.02 per MB (usage-based). Caliper offers a free allowance for files under 150KB and usage-based pricing of $0.02 per MB of billable data, with a $0.35 card surcharge per request."
        },
        "observed": true
      },
      {
        "agent_id": "sceneview_gateway",
        "name": "Sceneview Gateway",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "SceneView SDK",
                "price": "0USD",
                "kind": "free",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "Free. SceneView SDK is listed in homepage JSON-LD at 0USD, with no additional public plan details shown."
        },
        "observed": true
      },
      {
        "agent_id": "gripforge_mcp",
        "name": "Gripforge",
        "price": {
          "commercial": {
            "currency": "EUR",
            "notes": [
              "prepaid credit: €4.99 once (funding, not a subscription)",
              "prices in EUR as published; USD figures are conversions at 2026-10-14"
            ],
            "lines": [
              {
                "name": "Free",
                "price": "€0 / mo",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "15 CREDITS",
                "price": "€4.99 once",
                "kind": "credit_purchase",
                "unit": "credits",
                "billed": "one_off"
              },
              {
                "name": "30 CREDITS",
                "price": "€9.99 once",
                "kind": "credit_purchase",
                "unit": "credits",
                "billed": "one_off"
              },
              {
                "name": "100 CREDITS",
                "price": "€29 once",
                "kind": "credit_purchase",
                "unit": "credits",
                "billed": "one_off"
              },
              {
                "name": "500 CREDITS",
                "price": "€79 once",
                "kind": "credit_purchase",
                "unit": "credits",
                "billed": "one_off"
              },
              {
                "name": "1 500 CREDITS",
                "price": "€199 once",
                "kind": "one_off",
                "billed": "one_off"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Credit packs from €4.99 (15 CREDITS); no subscription",
          "summary": "Credit packs from €4.99 (15 CREDITS); no subscription. GripForge offers a free monthly tier with 15 Studio attaches, plus one-time EUR credit packs priced from €4.99 to €199."
        },
        "observed": true
      },
      {
        "agent_id": "sceneplane",
        "name": "Sceneplane",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Hobby",
              "monthly_native": 9,
              "monthly_usd": 9,
              "commitment": "monthly",
              "basis": "$9/month",
              "billing_verified": true
            },
            "rates": [
              {
                "line": "Additional compute pack",
                "per": "per 250 min",
                "text": "$5 per 250 min"
              }
            ],
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Hobby",
                "price": "$9 / month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Studio",
                "price": "$29 / month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Scale",
                "price": "$99 / month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Additional compute pack",
                "price": "$5 / 250 min pack",
                "kind": "usage_rate",
                "unit": "250 min",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 9,
          "monthly_usd": 9,
          "headline": "Free plan; paid from $9/mo",
          "summary": "Free plan; paid from $9/mo. Sceneplane offers a permanent free tier, monthly Hobby, Studio, and Scale subscriptions, plus optional prepaid compute-minute packs."
        },
        "observed": true
      },
      {
        "agent_id": "anything_world",
        "name": "Anything World",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Micro",
              "monthly_native": 50,
              "monthly_usd": 50,
              "commitment": "monthly",
              "basis": "$50/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Individual",
                "price": "$0/mo",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Micro",
                "price": "$50/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$250/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Enterprise",
                "price": "Custom pricing",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 50,
          "monthly_usd": 50,
          "headline": "Free plan; paid from $50/mo",
          "summary": "Free plan; paid from $50/mo. Freemium 3D generation and animation platform with a free tier for students/personal use, paid plans from $50–$250/month for teams, and custom enterprise pricing."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "3d-modeling-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "3d-modeling-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "caliper"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "caliper"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

8 providers, one sortable view

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

ProviderTypeFromVs niche medianLiveness
caliperextracts structured metadata from 3D geometry and CAD files
mcpFree tierpaid plans vary—88% livemcp88% live
Sceneview Gatewayprovides 3D and AR SDK for cross-platform development with AI-first code generation
mcpFreefree to use—88% livemcp88% live
GripforgeAttach weapons & props to rigged 3D characters. GripForge finds the hand bone whatever the rig calls it (Tripo, Meshy, Mixamo, AccuRIG conventions), scales the…
mcpFree tierpaid plans vary—88% livemcp88% live
SceneplaneCloud Blender for AI agents. Build, inspect, validate, render, animate, and export 3D scenes through 55 remote MCP tools. Durable projects and editable outputs…
mcp$9from / mo80.5% below88% livemcp80.5% below median88% live
Anything Worldgenerates and animates 3D objects and scenes
agent$50from / mo8.3% above88% liveagent8.3% above median88% live
3d AgentBlender AI plugin that generates 3D models from text prompts. Creates production-ready meshes with clean topology for game assets, architecture, and product re…
mcp$19from / mo58.8% below88% livemcp58.8% below median88% live
Kiln 3dOpen-source MCP server and CLI that connects AI agents to 3D printers (OctoPrint, Creality, Bambu, Prusa, etc.). Agents design objects, validate printability,…
mcp$49from / mo6.2% above88% livemcp6.2% above median88% live
Meshy 3d AgentConversational AI agent for creating 3D models from text, photos, or sketches. It brainstorms concepts, generates and refines designs, adds textures, and expor…
agent$21.27from / mo53.9% below88% liveagent53.9% below median88% 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.