Investment Research Agent
Query this niche via MCP
market_report({ query: "Investment Research Agent", response_mode: "summary" })Agents · median
MCP servers · median
$10/mo
All plans — Agents vs MCPs
each dot = one provider · log scaleMCP servers $10
Tvr Mcp · $10
Market Eyes Live · $10
Mcp Deal Flow Signal · $56
$10
$25
$50
AgentsMCP serversshaded = middle half · line = median
All plans
3 pricedProvidervs its cohort medianMonthly
Tvr Mcpmcp
$10 ~median
Market Eyes Livemcp
$10 ~median
Mcp Deal Flow Signalmcp
$56 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 Investment Research 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
{
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"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": "caplia",
"name": "caplia",
"url": "https://docs.venture.caplia.ai/integrations/mcp",
"short_summary": "scores pitch decks, manages deal flow, and reads venture-capital pipelines",
"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": "high",
"upvotes": 0
},
{
"agent_id": "genome_industrial_intelligence",
"name": "genome-industrial-signals",
"url": "https://genomestudio.vercel.app/dealmakers",
"short_summary": "Provides real-time operational signals and behavioral analysis for industrial companies to support PE due diligence, M&A target screening, and investment resea…",
"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": "high",
"upvotes": 0
},
{
"agent_id": "kimpton",
"name": "Kimpton",
"url": "https://kimpton.ai/",
"short_summary": "Conducts investment research and generates trade proposals, morning digests, thesis validation, and reports for portfolio managers, grounded in their portfolio…",
"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": "high",
"upvotes": 0
},
{
"agent_id": "mcp_deal_flow_signal",
"name": "GitDealFlow Signal",
"url": "https://gitdealflow.com",
"short_summary": "monitors GitHub activity across 4,200+ startups to identify engineering acceleration signals that predict fundraising rounds",
"price": {
"commercial": {
"entry_offer": {
"line": "Dashboard",
"monthly_native": 49,
"monthly_usd": 54.85,
"commitment": "monthly",
"basis": "€49/month",
"billing_verified": true
},
"annual_option": {
"line": "Dashboard (annual billing)",
"monthly_equivalent_native": 40.83,
"total_native": 490
},
"currency": "EUR",
"notes": [
"other prices: Tweet Teardown €1 once (one-time); First Look Pass €7 (period not stated); Sector Sweep €1,997 (period not stated)",
"prices in EUR as published; USD figures are conversions at 2026-10-14"
],
"lines": [
{
"name": "Tweet Teardown",
"price": "€1 once",
"kind": "one_off",
"billed": "one_off"
},
{
"name": "First Look Pass",
"price": "€7",
"kind": "unspecified_period"
},
{
"name": "Dashboard",
"price": "€49/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Dashboard (annual billing)",
"price": "€490/yr billed annually",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Sector Sweep",
"price": "€1,997",
"kind": "unspecified_period"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 54.85,
"monthly_usd": 54.85,
"headline": "From €49/mo; €40.83/mo equivalent billed annually",
"summary": "From €49/mo; €40.83/mo equivalent billed annually. GitDealFlow publicly lists a €1 one-time teardown, a €7 First Look Pass, a Dashboard at €49/month or €490/year, and a €1,997 Sector Sweep."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "phasefolio_mcp",
"name": "PhaseFolio",
"url": "https://app.phasefolio.com",
"short_summary": "biotech asset valuation and probability-of-success analysis",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Atlas Free",
"price": "US$0",
"kind": "free",
"billed": "monthly"
},
{
"name": "Atlas Pro",
"price": "Talk to us",
"kind": "custom"
},
{
"name": "Enterprise",
"price": "Contact us",
"kind": "custom"
},
{
"name": "Workspace",
"price": "Contact us",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free plan; paid plans by quote",
"summary": "Free plan; paid plans by quote. PhaseFolio offers a free Atlas tier with three datasets, while Pro, Enterprise, and Workspace pricing requires contacting the company."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "alphalabs_intelligence",
"name": "Alphalabs Intelligence",
"url": "https://api.pak-labs.com",
"short_summary": "MCP server (no description provided).",
"price": {
"commercial": {
"rates": [
{
"line": "GET /v1/market-snapshot",
"per": "per call",
"text": "$0.01 per call"
},
{
"line": "GET /v1/catalysts",
"per": "per call",
"text": "$0.02 per call"
},
{
"line": "GET /v1/daily-brief",
"per": "per call",
"text": "$0.05 per call"
},
{
"line": "POST /v1/signal-evaluation",
"per": "per call",
"text": "$0.1 per call"
},
{
"line": "GET /v1/decision-explanation",
"per": "per call",
"text": "$0.1 per call"
}
],
"currency": "USD",
"lines": [
{
"name": "GET /v1/market-snapshot",
"price": "$0.01/call",
"kind": "usage_rate",
"unit": "call",
"billed": "usage"
},
{
"name": "GET /v1/catalysts",
"price": "$0.02/call",
"kind": "usage_rate",
"unit": "call",
"billed": "usage"
},
{
"name": "GET /v1/daily-brief",
"price": "$0.05/call",
"kind": "usage_rate",
"unit": "call",
"billed": "usage"
},
{
"name": "GET /v1/calibration",
"price": "Free (beta)",
"kind": "unknown"
},
{
"name": "POST /v1/signal-evaluation",
"price": "$0.10/call",
"kind": "usage_rate",
"unit": "call",
"billed": "usage"
},
{
"name": "GET /v1/decision-explanation",
"price": "$0.10/call",
"kind": "usage_rate",
"unit": "call",
"billed": "usage"
},
{
"name": "GET /v1/outcome-report",
"price": "Free (beta)",
"kind": "unknown"
},
{
"name": "GET /v1/feature-attribution",
"price": "Free (beta)",
"kind": "unknown"
}
]
},
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "$0.01 per call; $0.02 per call (usage-based)",
"summary": "$0.01 per call; $0.02 per call (usage-based). AlphaLabs Intelligence offers API and MCP access with pay-per-call rates of $0.01–$0.10 per call, alongside several free beta endpoints requiring an API key."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "capratesignals_cap_rate_signal",
"name": "cap-rate-signals",
"url": "https://smithery.ai/server/capratesignals/cap-rate-signals",
"short_summary": "Cap Rate Signals — US Real Estate Investment Intelligence\n\nIdentifies US real estate markets that are about to reprice upward, before consensus catches up. Tra…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public SaaS pricing was observed on the available homepage content."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "kavout",
"name": "Kavout",
"url": "https://www.kavout.com/",
"short_summary": "provides AI-powered financial research and analysis on stocks, ETFs, crypto, and forex across global markets",
"price": {
"commercial": {
"entry_offer": {
"line": "Pro",
"monthly_native": 16,
"monthly_usd": 16,
"commitment": "monthly",
"basis": "$16/month",
"billing_verified": true
},
"annual_option": {
"line": "Pro (annual billing)",
"monthly_equivalent_native": 16,
"total_native": 192
},
"currency": "USD",
"lines": [
{
"name": "Free",
"price": "$ 0/ month",
"kind": "free",
"billed": "monthly"
},
{
"name": "Pro",
"price": "$ 16/ month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Pro (annual billing)",
"price": "$192 every 12 months /year billed annually",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Premium",
"price": "$ 39/ month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Premium (annual billing)",
"price": "$468 every 12 months /year billed annually",
"kind": "base_subscription",
"billed": "annually"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 16,
"monthly_usd": 16,
"headline": "Free plan; paid from $16/mo; $16/mo equivalent billed annually",
"summary": "Free plan; paid from $16/mo; $16/mo equivalent billed annually. Kavout offers a permanent free plan plus Pro at $16/month and Premium at $39/month, with annual billing shown as $192 and $468 respectively."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "market_eyes_live",
"name": "Market Eyes Live",
"url": "https://marketeyeslive.com/what-is-market-eyes-live.html",
"short_summary": "Free MELANY stock ratings for any U.S.-listed stock or ETF (more than 11,000 tickers, scored on demand): conviction tier, 0-100 composite, eight factor scores…",
"price": {
"commercial": {
"entry_offer": {
"line": "PRO",
"monthly_native": 9.99,
"monthly_usd": 9.99,
"commitment": "monthly",
"basis": "$9.99/month",
"billing_verified": true
},
"annual_option": {
"line": "PRO (annual billing)",
"monthly_equivalent_native": 79,
"total_native": 948
},
"currency": "USD",
"lines": [
{
"name": "FREE",
"price": "$0 / forever",
"kind": "free",
"billed": "monthly"
},
{
"name": "PRO",
"price": "$9.99 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "PRO (annual billing)",
"price": "$79/year (about $6.58/mo billed annually)",
"kind": "base_subscription",
"billed": "annually"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 9.99,
"monthly_usd": 9.99,
"headline": "Free plan; paid from $9.99/mo; $79/mo equivalent billed annually",
"summary": "Free plan; paid from $9.99/mo; $79/mo equivalent billed annually. Market Eyes Live offers a permanent free plan and a Pro subscription at $9.99 per month or $79 annually, with a 30-day Pro trial."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "marketping",
"name": "Marketping",
"url": "https://marketping.in/",
"short_summary": "Indian stock market research from MarketPing: search NSE/BSE corporate filings read by AI (with the measured price reaction after each one), company snapshots…",
"price": {
"commercial": {
"entry_offer": {
"line": "Investor",
"monthly_native": 199,
"monthly_usd": 2.09,
"commitment": "monthly",
"basis": "₹199/month",
"billing_verified": true
},
"annual_option": {
"line": "Investor (annual billing)",
"monthly_equivalent_native": 159,
"total_native": 1908
},
"currency": "INR",
"notes": [
"prices in INR as published; USD figures are conversions at 2026-10-14"
],
"lines": [
{
"name": "Free",
"price": "₹0/month",
"kind": "free",
"billed": "monthly"
},
{
"name": "Investor",
"price": "₹199/month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Investor (annual billing)",
"price": "₹159/month billed yearly",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Trader",
"price": "₹599/month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Trader (annual billing)",
"price": "₹479/month billed yearly",
"kind": "base_subscription",
"billed": "annually"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 2.09,
"monthly_usd": 2.09,
"headline": "Free plan; paid from ₹199/mo; ₹159/mo equivalent billed annually",
"summary": "Free plan; paid from ₹199/mo; ₹159/mo equivalent billed annually. Marketping offers a permanent free tier plus Investor at ₹199/month and Trader at ₹599/month, with lower annual-billing rates and a limited-time SAVE25 discount."
},
"evidence_quality": "medium",
"upvotes": 0
}
],
"platforms_also_here": [
{
"agent_id": "amalthea_fs",
"name": "Amalthea Fs",
"url": "https://amaltheafs.com/",
"short_summary": "Automates sustainable finance/ESG workflows across the investment lifecycle: deal sourcing & screening, sustainability due diligence, portfolio monitoring, and…",
"price": {
"commercial": {
"entry_offer": {
"line": "Data by unit",
"monthly_native": 0.01,
"monthly_usd": 0.01,
"commitment": "monthly",
"basis": "€0.01 per data/month × 1",
"billing_verified": true
},
"currency": "EUR",
"notes": [
"prices in EUR as published; USD figures are conversions at 2026-10-14"
],
"lines": [
{
"name": "AI Kit",
"price": "990€/month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "AI Suite",
"price": "990€/month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Data provider connectivity",
"price": "990 Euros/data provider/month",
"kind": "base_subscription",
"unit": "data",
"billed": "monthly"
},
{
"name": "Data by unit",
"price": "Starting 0.009 Euros/data point/month",
"kind": "base_subscription",
"unit": "data",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 0.01,
"monthly_usd": 0.01,
"headline": "From €0.01/mo (€0.01 per data/month × 1)",
"summary": "From €0.01/mo (€0.01 per data/month × 1). Amalthea offers two €990/month subscription tiers, with AI Kit supporting unlimited users and AI Suite covering five users plus €290/month per additional user, alongside usage-based data and call charges."
},
"home_niche": "esg-reporting",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "apex_arena",
"name": "Apex Arena",
"url": "https://arena.apexfdn.xyz",
"short_summary": "Operator workspace for crypto/Web3 founders with AI-powered copilots for due diligence scoring, portfolio matching, fund discovery, hackathon tracking, and jur…",
"price": {
"observed": false,
"billing": "failed_to_load",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"home_niche": "business-research-enrichment",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "apifinance",
"name": "APIFinance",
"url": "https://www.apifinance.ai/",
"short_summary": "Provides a stock research API delivering structured financial data (security search, quotes, valuation, statements, SEC filings, insider trading, earnings) for…",
"price": {
"commercial": {
"entry_offer": {
"line": "Developer",
"monthly_native": 19.9,
"monthly_usd": 19.9,
"commitment": "monthly",
"basis": "$19.9/month",
"billing_verified": true
},
"currency": "USD",
"notes": [
"prepaid credit: $9.90 (funding, not a subscription)"
],
"lines": [
{
"name": "Free",
"price": "$0",
"kind": "free",
"billed": "monthly"
},
{
"name": "Developer",
"price": "$19.90/month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Pro",
"price": "$99.90/month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Credit Top-Up",
"price": "$9.90",
"kind": "credit_purchase",
"billed": "one_off"
},
{
"name": "Enterprise",
"price": "Contact us",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 19.9,
"monthly_usd": 19.9,
"headline": "Free plan; paid from $19.9/mo",
"summary": "Free plan; paid from $19.9/mo. ApiFinance AI offers a free 100-credit plan, paid monthly Developer and Pro plans at $19.90 and $99.90, plus one-time credit top-ups and custom enterprise pricing."
},
"home_niche": "financial-data-api-for-agents",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "atlas_solana",
"name": "Atlas Solana",
"url": "https://github.com/AtlasOnchain/Atlas",
"short_summary": "Solana on-chain capital-flow tracker that monitors whale and VC wallets, infers sector exposure via Claude agent, and alerts on origination, propagation, and d…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing or paid plan details are shown in the supplied repository homepage content."
},
"home_niche": "market-data-agent",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "fin_datasets",
"name": "Financial Datasets API",
"url": "https://www.financialdatasets.ai/",
"short_summary": "provides stock market and financial data via API to power AI agents and financial applications",
"price": {
"commercial": {
"entry_offer": {
"line": "Personal",
"monthly_native": 200,
"monthly_usd": 200,
"commitment": "monthly",
"basis": "$200/month",
"billing_verified": true
},
"currency": "USD",
"notes": [
"other prices: Credits $20 one-time (one-time)"
],
"lines": [
{
"name": "Credits",
"price": "$20 one-time",
"kind": "one_off",
"billed": "one_off"
},
{
"name": "Personal",
"price": "$200 / mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Professional",
"price": "$2,000 / mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "Contact us",
"kind": "custom"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 200,
"monthly_usd": 200,
"headline": "From $200/mo",
"summary": "From $200/mo. Financial Datasets offers a $20 one-time credit pack, $200/month Personal and $2,000/month Professional plans, plus custom-priced Enterprise service."
},
"home_niche": "financial-data-api-for-agents",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "lingtrade",
"name": "Lingtrade",
"url": "https://github.com/novalgo-x/LingTrade",
"short_summary": "Open-source multi-agent AI research workstation for A-share stock analysis. Features collaborative agent-based research, simulated trading loop, custom knowled…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing or explicit free-use terms were observed for LingTrade."
},
"home_niche": "quantitative-analysis-agent",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "panwatch",
"name": "Panwatch",
"url": "https://github.com/TNT-Likely/PanWatch",
"short_summary": "Self-hosted AI stock monitoring assistant integrating TradingAgents multi-agent framework for real-time portfolio tracking, technical analysis, and investment…",
"price": {
"commercial": {
"rates": [
{
"line": "PanWatch",
"per": "per unit",
"text": "$0.05 per unit"
}
],
"currency": "USD",
"lines": [
{
"name": "PanWatch",
"price": "USD 0.05,",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
}
]
},
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "$0.05 per unit (usage-based)",
"summary": "$0.05 per unit (usage-based). The repository displays a USD 0.05 usage-related price, but does not state the billing unit or provide subscription plans."
},
"home_niche": "portfolio-rebalancing-agent",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/investment-research-agent",
"summary": {
"niche": "investment-research-agent",
"sector": "financial-services",
"pricing_by_provider_type": {
"headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Pro median $10/mo (3 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
"benchmarks": [
{
"provider_type": "mcp",
"provider_type_label": "MCP servers",
"buyer_tier": "pro",
"buyer_tier_label": "Pro",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 3,
"reliability": "low",
"median": 9.99,
"p25": null,
"p75": null,
"status": "median_only"
}
],
"warnings": [
"This niche currently has sufficient MCP pricing but insufficient agent pricing."
],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "investment-research-agent"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/investment-research-agent",
"counts": {
"listings_with_price_capture": 30,
"listings_with_observed_public_price": 10,
"providers_with_numeric_monthly_price_latest_scan": 5,
"like_for_like_comparable_pairs": 3
},
"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": "pro",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 18.74,
"provider_count": 4,
"plan_observation_count": 5,
"data_confidence": 0.32,
"data_confidence_basis": {
"provider_component": 0.33,
"observation_component": 0.25,
"provider_count": 4,
"plan_observation_count": 5
},
"reliability": "low",
"members": [
{
"provider": "market_eyes_live",
"usd": 9.99
},
{
"provider": "tvr_mcp",
"usd": 9.99
},
{
"provider": "kavout",
"usd": 27.5
},
{
"provider": "mcp_deal_flow_signal",
"usd": 55.86
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 30,
"listings_with_observed_public_price": 10,
"normalized_observations": 7,
"comparable_providers": 5,
"strict_cohorts": 1,
"exclusion_reasons": {
"usage_not_monthly": 9,
"ambiguous_cadence": 6,
"one_time": 1
}
},
"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": 9,
"ambiguous_cadence": 6,
"one_time": 1
},
"billing_mix": {
"freemium": 5,
"usage": 2,
"free": 1,
"contact_sales": 1,
"subscription": 1
},
"free_tier_share": 0.6,
"top_providers": [
{
"agent_id": "caplia",
"name": "caplia",
"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": "genome_industrial_intelligence",
"name": "genome-industrial-signals",
"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": "kimpton",
"name": "Kimpton",
"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": "mcp_deal_flow_signal",
"name": "GitDealFlow Signal",
"price": {
"commercial": {
"entry_offer": {
"line": "Dashboard",
"monthly_native": 49,
"monthly_usd": 54.85,
"commitment": "monthly",
"basis": "€49/month",
"billing_verified": true
},
"annual_option": {
"line": "Dashboard (annual billing)",
"monthly_equivalent_native": 40.83,
"total_native": 490
},
"currency": "EUR",
"notes": [
"other prices: Tweet Teardown €1 once (one-time); First Look Pass €7 (period not stated); Sector Sweep €1,997 (period not stated)",
"prices in EUR as published; USD figures are conversions at 2026-10-14"
],
"lines": [
{
"name": "Tweet Teardown",
"price": "€1 once",
"kind": "one_off",
"billed": "one_off"
},
{
"name": "First Look Pass",
"price": "€7",
"kind": "unspecified_period"
},
{
"name": "Dashboard",
"price": "€49/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Dashboard (annual billing)",
"price": "€490/yr billed annually",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Sector Sweep",
"price": "€1,997",
"kind": "unspecified_period"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 54.85,
"monthly_usd": 54.85,
"headline": "From €49/mo; €40.83/mo equivalent billed annually",
"summary": "From €49/mo; €40.83/mo equivalent billed annually. GitDealFlow publicly lists a €1 one-time teardown, a €7 First Look Pass, a Dashboard at €49/month or €490/year, and a €1,997 Sector Sweep."
},
"observed": true
},
{
"agent_id": "phasefolio_mcp",
"name": "PhaseFolio",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Atlas Free",
"price": "US$0",
"kind": "free",
"billed": "monthly"
},
{
"name": "Atlas Pro",
"price": "Talk to us",
"kind": "custom"
},
{
"name": "Enterprise",
"price": "Contact us",
"kind": "custom"
},
{
"name": "Workspace",
"price": "Contact us",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free plan; paid plans by quote",
"summary": "Free plan; paid plans by quote. PhaseFolio offers a free Atlas tier with three datasets, while Pro, Enterprise, and Workspace pricing requires contacting the company."
},
"observed": true
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "investment-research-agent"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "investment-research-agent",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "caplia"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "caplia"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
7 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
GitDealFlow Signalmonitors GitHub activity across 4,200+ startups to identify engineering acceleration signals that predict fundraising rounds
PhaseFoliobiotech asset valuation and probability-of-success analysis
Market Eyes LiveFree MELANY stock ratings for any U.S.-listed stock or ETF (more than 11,000 tickers, scored on demand): conviction tier, 0-100 composite, eight factor scores…
MarketpingIndian stock market research from MarketPing: search NSE/BSE corporate filings read by AI (with the measured price reaction after each one), company snapshots…
True Value Rankingsprovides cryptocurrency fundamental analysis and valuation scoringShowing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.