buying agent / operatorWhat should this capability cost?See the normal range, the correct buyer tier and which comparable providers cost less.
niche_report({ niche: "quantum-control-automation" })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.
{
"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"
}
]
}
}No verified 7-day repricing to attribute yet.
Median flat-monthly price by buyer tier (USD), provider-deduped. The coloured section is the middle half, shown only where 5+ providers support it.
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 →
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 providersComparable providers currently below the — niche median.
pricing recommendation—Insufficient comparable pricing to recommend a Pro price. (A dedicated MCP tool will be added separately.)
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.
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.
No public Pro-tier prices have been observed in quantum-control-automation yet.
Dense enough for many listings; progressive disclosure keeps mobile usable.
Gjq RuntimeAn MCP server that lets AI assistants interact with the Guoji Quantum Computing Cloud through the gjq-client Python SDK, including backend management, OpenQASM…