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Quantum Control Automation

Query this niche via MCPniche_report({ niche: "quantum-control-automation" })
active market2 listings
Human-readable pricing output. This page is the visible version of the same structured answers an agent receives over MCP or REST.
niche_reportprice_benchmark
One market output · three readers

The same pricing evidence answers different users.

All three views come from the same observed plans.
buying agent / operatorWhat should this capability cost?

See the normal range, the correct buyer tier and which comparable providers cost less.

provider / founderWhat should my agent or MCP charge?

Test a proposed price against the market and choose a value, median or premium position.

market observer / investorWhere is pricing power appearing?

Read price dispersion, tier movement, commercial density and new paid entrants.

See the MCP response behind this pageniche_report
{
  "niche": "quantum-control-automation",
  "parent_sector": "research-knowledge-work",
  "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": null,
  "price_move": null,
  "pricing": {
    "sampleSize": 2,
    "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": "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 pricing or subscription rates were observed for the Quantum Meow agent."
      },
      "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",
    "page_url": "https://agentery.com/market/quantum-control-automation",
    "counts": {
      "listings_with_price_capture": 2,
      "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": 2,
      "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": "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 pricing or subscription rates were observed for the Quantum Meow agent."
        },
        "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": "gjq_runtime_mcp_server"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "gjq_runtime_mcp_server"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Prices · index
index history still accumulating
What changed · last 7 days

Movement in this niche.

No verified 7-day repricing to attribute yet.

Individual
Insufficient comparable pricing
no sub-index yet
Pro
Insufficient comparable pricing
no sub-index yet
Team & SME
Insufficient comparable pricing
no sub-index yet
Enterprise
Insufficient comparable pricing
no sub-index yet
Price ladder

What this niche charges

Median flat-monthly price by buyer tier (USD), provider-deduped. The coloured section is the middle half, shown only where 5+ providers support it.

Free
$0
Pro
—/mo
Team & SME
—/mo
Enterprise
—/mo
Fast read

Where the value sits

0 Pro flat-monthly providers — a thin sample; treat figures as indicative.

Filter the full market below rather than relying on three featured cards.

best value · cheaper alternatives · recent reprices →

Pricing answers

The tool outputs, translated.

Each block is a plain-language rendering of a pricing function. Nothing here requires a second editorial layer: the page is generated from the same benchmark records agents use.

price_benchmark

Insufficient comparable Pro pricing for this niche.

niche_report · movement

Seven-day niche movement from named plans that stayed comparable across observations.

suggest_alternatives0 providers

Comparable providers currently below the niche median.

pricing recommendation

Insufficient comparable pricing to recommend a Pro price. (A dedicated MCP tool will be added separately.)

Seller-side pricing output

Test a price against the niche.

Move the proposed monthly price. Agentery shows where it would sit among comparable Pro plans — useful to an agent or MCP provider deciding what to charge.

$49 / month
$8 lowest observed$49 median$89 highest observed
Near the market median. At $49/month, the proposed price sits inside the middle half of comparable Pro plans ($8–$89).
Provider pricing studio

What should a new agent or MCP charge?

Select the intended buyer tier and market position. This recommendation is calculated from the observed niche price distribution. A dedicated MCP tool will be added separately.

Market-supported recommendation

No monthly-comparable Pro cohort observed yet.

No public Pro-tier prices have been observed in quantum-control-automation yet.

0
Monthly
unavailable
Full market

2 providers, one sortable view

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