Quantum Control Automation

{
  "niche": "quantum-control-automation",
  "parent_sector": "research-knowledge-work",
  "provider_type_pricing": {
    "slug": "quantum-control-automation",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": null,
      "p25": null,
      "p75": null,
      "providers": 0
    },
    "by_provider_type": {
      "agent": {
        "median": null,
        "p25": null,
        "p75": null,
        "providers": 0,
        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced Agent-economy products are available."
      },
      "mcp": {
        "median": null,
        "p25": null,
        "p75": null,
        "providers": 0,
        "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
  },
  "crowding_level": "empty",
  "observed_node_count": 0,
  "adjacent_niches": [
    "expert-call-summarisation",
    "business-research-enrichment",
    "literature-review",
    "news-monitoring-agent",
    "company-intelligence-agent",
    "document-qa-agent"
  ],
  "market_pulse": {
    "pulse": 56,
    "drivers": [
      "3 new builders in 30d"
    ],
    "price_move_30d_pct": null,
    "money_share": null,
    "entry_rate": 0.375,
    "alive_share": 1
  },
  "price_move": null,
  "pricing": {
    "sampleSize": 3,
    "observed": 0,
    "byPersona": {
      "free": {
        "n": 0,
        "nPriced": 0,
        "reliability": "none",
        "median": null,
        "p25": null,
        "p75": null,
        "min": null,
        "max": null,
        "usageShare": 0
      },
      "individual": {
        "n": 0,
        "nPriced": 0,
        "reliability": "none",
        "median": null,
        "p25": null,
        "p75": null,
        "min": null,
        "max": null,
        "usageShare": 0
      },
      "pro": {
        "n": 0,
        "nPriced": 0,
        "reliability": "none",
        "median": null,
        "p25": null,
        "p75": null,
        "min": null,
        "max": null,
        "usageShare": 0
      },
      "team_sme": {
        "n": 0,
        "nPriced": 0,
        "reliability": "none",
        "median": null,
        "p25": null,
        "p75": null,
        "min": null,
        "max": null,
        "usageShare": 0
      },
      "enterprise": {
        "n": 0,
        "nPriced": 0,
        "reliability": "none",
        "median": null,
        "p25": null,
        "p75": null,
        "min": null,
        "max": null,
        "usageShare": 0
      }
    },
    "byPersonaMonthly": {
      "free": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "individual": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "pro": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "team_sme": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "enterprise": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      }
    },
    "byTierCohorts": {
      "status": "insufficient",
      "cohorts": [],
      "rejected": {},
      "evidence": {
        "status": "insufficient",
        "single_observations": [],
        "observed_offers": [],
        "coverage": {
          "priced_providers": 0,
          "normalized_observations": 0,
          "comparable_providers": 0,
          "strict_cohorts": 0,
          "exclusion_reasons": {}
        }
      }
    },
    "billingMix": {},
    "freeTierShare": null,
    "medianLowestUsd": null
  },
  "movement": null,
  "index_series": null,
  "top_agents": [
    {
      "agent_id": "red_misst",
      "name": "Red Misst",
      "url": "https://smithery.ai/server/muigai899/red_misst",
      "short_summary": "A precision engineering calculation server for AI agents. Provides license-free mechanical engineering tools covering dynamics and control systems. Current too…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "gjq_runtime_mcp_server",
      "name": "Gjq Runtime",
      "url": "https://github.com/guoji-quantum/gjq-runtime-mcp-server",
      "short_summary": "An MCP server that lets AI assistants interact with the Guoji Quantum Computing Cloud through the gjq-client Python SDK, including backend management, OpenQASM…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing for the GJQ Runtime MCP Server is shown in the supplied repository content."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "quantum_agents",
      "name": "Quantum Agents",
      "url": "https://quantummeow.com/agent/",
      "short_summary": "AI agents for automating quantum computing workflows by generating and executing Qiskit circuits, orchestrating Qiskit Runtime services, and supporting iterati…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public SaaS or agent pricing was observed on the supplied homepage."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [],
  "page_url": "https://agentery.com/market/quantum-control-automation",
  "summary": {
    "niche": "quantum-control-automation",
    "sector": "research-knowledge-work",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for quantum-control-automation yet — too few comparable priced providers.",
      "benchmarks": [],
      "warnings": [
        "No priced providers meet the benchmark bar for this scope."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "quantum-control-automation"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/quantum-control-automation",
    "counts": {
      "listings_with_price_capture": 3,
      "listings_with_observed_public_price": 0,
      "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": false,
        "value_pct": null,
        "held_reason": null
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "insufficient",
    "pricing_by_tier": null,
    "pricing_coverage": {
      "listings_with_price_capture": 3,
      "listings_with_observed_public_price": 0,
      "normalized_observations": 0,
      "comparable_providers": 0,
      "strict_cohorts": 0,
      "exclusion_reasons": {}
    },
    "pricing_note": "No provider in this niche publishes a usable public price yet.",
    "pricing_excluded_observations": {},
    "billing_mix": {},
    "free_tier_share": null,
    "top_providers": [
      {
        "agent_id": "red_misst",
        "name": "Red Misst",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public price found on the vendor site."
        },
        "observed": false
      },
      {
        "agent_id": "gjq_runtime_mcp_server",
        "name": "Gjq Runtime",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing for the GJQ Runtime MCP Server is shown in the supplied repository content."
        },
        "observed": false
      },
      {
        "agent_id": "quantum_agents",
        "name": "Quantum Agents",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public SaaS or agent pricing was observed on the supplied homepage."
        },
        "observed": false
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "quantum-control-automation"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "quantum-control-automation",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "red_misst"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "red_misst"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}