Bioinformatics Pipeline Agent
Query this niche via MCP
market_report({ query: "Bioinformatics Pipeline Agent", response_mode: "summary" })Agents · median
MCP servers · median
All plans — Agents vs MCPs
each dot = one provider · log scaleNo providers priced at the All tier yet.
All plans
0 pricedProvidervs its cohort medianMonthly
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 Bioinformatics Pipeline 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": "bioinformatics-pipeline-agent",
"parent_sector": "research-knowledge-work",
"provider_type_pricing": {
"slug": "bioinformatics-pipeline-agent",
"pricing_basis": "lowest_observed_monthly_usd",
"provider_type_methodology": "commercial-form-v2",
"provider_type_methodology_published_at": "2026-07-31",
"blended": {
"median": 29.49,
"p25": null,
"p75": null,
"providers": 2
},
"by_provider_type": {
"agent": {
"median": null,
"p25": null,
"p75": null,
"providers": 1,
"publishable": false,
"confidence": "insufficient",
"reason": "Fewer than three comparable priced Agent-economy products are available."
},
"mcp": {
"median": null,
"p25": null,
"p75": null,
"providers": 1,
"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": "sparse",
"observed_node_count": 1,
"adjacent_niches": [
"expert-call-summarisation",
"business-research-enrichment",
"literature-review",
"news-monitoring-agent",
"company-intelligence-agent",
"document-qa-agent"
],
"market_pulse": {
"pulse": 45,
"drivers": [],
"price_move_30d_pct": null,
"money_share": null,
"entry_rate": 0,
"alive_share": 1
},
"price_move": {
"d_pct": 0,
"w_pct": 0,
"m_pct": 0,
"comparable_agents": 2,
"quarantined_agents": 0,
"confidence": "thin",
"published": {
"d": false,
"w": false,
"m": false
},
"held_reason": {
"d": null,
"w": null,
"m": null
},
"driver": {
"d": null,
"w": null,
"m": null
},
"tier_contribution": {
"d": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"w": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"m": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
}
},
"tier_series": {
"individual": [
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100
],
"pro": [
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100
],
"team_sme": [
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100
],
"enterprise": [
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100
]
},
"tier_own_move": {
"d": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"w": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"m": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
}
},
"tier_agents": {
"individual": 1,
"pro": 2,
"team_sme": 1,
"enterprise": 0
},
"obs_range": {
"d": null,
"w": null,
"m": null
},
"tier_obs_range": {
"d": {
"individual": null,
"pro": null,
"team_sme": null,
"enterprise": null
},
"w": {
"individual": null,
"pro": null,
"team_sme": null,
"enterprise": null
},
"m": {
"individual": null,
"pro": null,
"team_sme": null,
"enterprise": null
}
}
},
"pricing": {
"sampleSize": 26,
"observed": 2,
"byPersona": {
"free": {
"n": 2,
"nPriced": 0,
"reliability": "none",
"median": null,
"p25": null,
"p75": null,
"min": null,
"max": null,
"mean": null,
"stdev": null,
"usageShare": 0
},
"individual": {
"n": 0,
"nPriced": 0,
"reliability": "none",
"median": null,
"p25": null,
"p75": null,
"min": null,
"max": null,
"mean": null,
"stdev": null,
"usageShare": 0
},
"pro": {
"n": 4,
"nPriced": 2,
"reliability": "low",
"median": 29.49,
"p25": 19.74,
"p75": 39.25,
"min": 9.99,
"max": 49,
"mean": 29.5,
"stdev": 27.58,
"usageShare": 0
},
"team_sme": {
"n": 2,
"nPriced": 1,
"reliability": "none",
"median": 99,
"p25": 99,
"p75": 99,
"min": 99,
"max": 99,
"mean": 99,
"stdev": 0,
"usageShare": 0
},
"enterprise": {
"n": 1,
"nPriced": 0,
"reliability": "none",
"median": null,
"p25": null,
"p75": null,
"min": null,
"max": null,
"mean": null,
"stdev": 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": 2,
"p25": 19.74,
"median": 29.49,
"p75": 39.25,
"confidence": "low",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": true
},
"team_sme": {
"nMonthly": 1,
"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": {
"one_time": 3,
"ambiguous_cadence": 1
},
"evidence": {
"status": "observed_offers_only",
"single_observations": [],
"observed_offers": [
{
"billing": "monthly",
"unit": "flat",
"count": 1,
"offers": [
{
"provider": "neuroautomata",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$9.99/mo",
"monthly_usd": 9.99
}
]
},
{
"billing": "monthly",
"unit": "per_seat",
"count": 2,
"offers": [
{
"provider": "pipettebio_bioinformatics_ai_a",
"tier": "pro",
"billing": "monthly",
"unit": "per_seat",
"price": "$49 / month / seat",
"monthly_usd": 49
},
{
"provider": "pipettebio_bioinformatics_ai_a",
"tier": "team_sme",
"billing": "monthly",
"unit": "per_seat",
"price": "$99 / month / seat",
"monthly_usd": 99
}
]
},
{
"billing": "one_time",
"unit": "flat",
"count": 3,
"offers": [
{
"provider": "pipettebio_bioinformatics_ai_a",
"tier": "pro",
"billing": "one_time",
"unit": "flat",
"price": "$25",
"monthly_usd": null
},
{
"provider": "pipettebio_bioinformatics_ai_a",
"tier": "pro",
"billing": "one_time",
"unit": "flat",
"price": "$50",
"monthly_usd": null
},
{
"provider": "pipettebio_bioinformatics_ai_a",
"tier": "team_sme",
"billing": "one_time",
"unit": "flat",
"price": "$100",
"monthly_usd": null
}
]
},
{
"billing": "unspecified_period",
"unit": "flat",
"count": 1,
"offers": [
{
"provider": "pipettebio_bioinformatics_ai_a",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
}
]
}
],
"coverage": {
"priced_providers": 2,
"normalized_observations": 3,
"comparable_providers": 2,
"strict_cohorts": 0,
"exclusion_reasons": {
"one_time": 3,
"ambiguous_cadence": 1
}
}
}
},
"quoteOnlyProvidersByTier": {
"pro": 0,
"team_sme": 0,
"enterprise": 1
},
"billingMix": {
"freemium": 2
},
"freeTierShare": 1,
"medianLowestUsd": 29.49
},
"movement": {
"niche": "bioinformatics-pipeline-agent",
"sector": "research-knowledge-work",
"pricedNow": 2,
"pairs": 2,
"repriced": [
{
"handle": "pipettebio_bioinformatics_ai_a",
"from": 25,
"to": 49,
"pct": 96
}
],
"newlyPriced": [],
"droppedFromPriced": [],
"likeForLikePct": 40,
"kind": "repricing",
"narrative": "Genuine repricing: 1 agent repriced — all up (avg +40%)."
},
"index_series": {
"series": [
{
"day": "2026-09-16",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-09-17",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-09-18",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-09-19",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-09-20",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-09-21",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-09-22",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-09-23",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-09-24",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-09-25",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-09-26",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-09-27",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-09-28",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-09-29",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-09-30",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-10-01",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-10-02",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-10-03",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-10-04",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-10-05",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-10-06",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-10-07",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-10-08",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-10-09",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-10-10",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-10-11",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-10-12",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-10-13",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-10-14",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-10-15",
"index": 100,
"pairs": 3,
"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": "github_clawbioclawbio_clawbio_",
"name": "ClawBio",
"url": "https://github.com/ClawBio/ClawBio",
"short_summary": "runs bioinformatics-native AI agent skills for genomic analysis (pharmacogenomics, variant interpretation, polygenic risk scores, UK Biobank field lookup)",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing was visible in the supplied homepage content."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "github_jaechanghitssciagentski",
"name": "Github Jaechanghitssciagentski",
"url": "http://github.com/jaechang-hits/SciAgent-Skills",
"short_summary": "provides domain-specific bioinformatics/life-sciences skills (markdown skill files) that equip AI coding agents to perform scientific analyses like RNA-seq, si…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown; the project is described as open source."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "pipettebio_bioinformatics_ai_a",
"name": "Pipette.bio Bioinformatics AI Agent",
"url": "https://pipette.bio/",
"short_summary": "Runs genomics and bioinformatics pipelines (RNA-seq, single-cell, variant calling, GWAS, ChIP-seq, microbiome, etc.) from natural language prompts",
"price": {
"commercial": {
"entry_offer": {
"line": "Premium",
"monthly_native": 49,
"monthly_usd": 49,
"commitment": "monthly",
"basis": "$49 per seat/month × 1",
"billing_verified": true
},
"currency": "USD",
"notes": [
"other prices: Standard $25 (one-time); Pro $50 (one-time); Power $100 (one-time)"
],
"lines": [
{
"name": "Standard",
"price": "$25",
"kind": "one_off",
"billed": "one_off"
},
{
"name": "Pro",
"price": "$50",
"kind": "one_off",
"billed": "one_off"
},
{
"name": "Power",
"price": "$100",
"kind": "one_off",
"billed": "one_off"
},
{
"name": "Free",
"price": "$0 / month",
"kind": "free",
"billed": "monthly"
},
{
"name": "Premium",
"price": "$49 / month / seat",
"kind": "base_subscription",
"unit": "seat",
"billed": "monthly"
},
{
"name": "Scale",
"price": "$99 / month / seat",
"kind": "base_subscription",
"unit": "seat",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "Custom",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 49,
"monthly_usd": 49,
"headline": "Free plan; paid from $49/mo ($49 per seat/month × 1)",
"summary": "Free plan; paid from $49/mo ($49 per seat/month × 1). Pipette offers a permanent free tier with 20 monthly credits, one-time credit packs from $25, and team subscriptions from $49 per seat per month."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "biomni_stanford_edu",
"name": "Biomni Stanford Edu",
"url": "https://biomni.stanford.edu/",
"short_summary": "automates biomedical research tasks such as variant interpretation, Perturb-seq data analysis, ADMET property prediction, cloning protocol design, CRISPR scree…",
"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": "medium",
"upvotes": 0
},
{
"agent_id": "cyanheads_pubchem_mcp_server",
"name": "Cyanheads Pubchem",
"url": "https://pubchem.caseyjhand.com/mcp",
"short_summary": "Search PubChem compounds, properties, safety data, bioactivity, and cross-references.",
"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": "medium",
"upvotes": 0
},
{
"agent_id": "cyanheads_uniprot_mcp_server",
"name": "Cyanheads Uniprot",
"url": "https://uniprot.caseyjhand.com/mcp",
"short_summary": "Protein function, sequence, and annotation research across UniProtKB — search by function/keyword/GO/organism, fetch curated entries, and map IDs across 100+ d…",
"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": "medium",
"upvotes": 0
},
{
"agent_id": "ensembl_mcp_server",
"name": "Ensembl",
"url": "https://ensembl.caseyjhand.com/mcp",
"short_summary": "Look up genes, fetch sequences, predict variant consequences, find orthologs and xrefs via Ensembl.",
"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": "medium",
"upvotes": 0
},
{
"agent_id": "folklore",
"name": "Folklore",
"url": "https://folklore.helena.bio",
"short_summary": "Resolve and classify one public GRCh38 germline variant with Folklore. Accepts coordinates, genomic, coding and protein HGVS, SPDI and rsID; returns normalized…",
"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": "medium",
"upvotes": 0
},
{
"agent_id": "neuroautomata",
"name": "Neuroautomata",
"url": "https://axonagentic.ai/neuroautomata",
"short_summary": "NeuroAutomata scores every possible amino acid substitution at every position in your protein. Paste a sequence, get a fitness landscape in seconds. Download e…",
"price": {
"commercial": {
"entry_offer": {
"line": "PRO",
"monthly_native": 9.99,
"monthly_usd": 9.99,
"commitment": "monthly",
"basis": "$9.99/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "FREE",
"price": "$0",
"kind": "free",
"billed": "monthly"
},
{
"name": "PRO",
"price": "$9.99/mo",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 9.99,
"monthly_usd": 9.99,
"headline": "Free plan; paid from $9.99/mo",
"summary": "Free plan; paid from $9.99/mo. NeuroAutomata offers a permanent free tier and a Pro plan priced at $9.99 per month."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "protein_mcp_server",
"name": "Protein",
"url": "https://protein.caseyjhand.com/mcp",
"short_summary": "Federated protein structure & annotation across experimental (PDB) and predicted (AlphaFold) models.",
"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": "medium",
"upvotes": 0
}
],
"platforms_also_here": [
{
"agent_id": "open_science",
"name": "Open Science",
"url": "https://openedscience.com",
"short_summary": "Open-source AI workbench for scientists providing local-first, model-agnostic, reproducible research workflows. Alternative to Claude Science with traceable ar…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown; the site presents Open Science Desktop as a downloadable local-first research workbench."
},
"home_niche": "autonomous-ai-research-lab",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/bioinformatics-pipeline-agent",
"summary": {
"niche": "bioinformatics-pipeline-agent",
"sector": "research-knowledge-work",
"pricing_by_provider_type": {
"headline": "No published benchmark for bioinformatics-pipeline-agent 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": "bioinformatics-pipeline-agent"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/bioinformatics-pipeline-agent",
"counts": {
"listings_with_price_capture": 26,
"listings_with_observed_public_price": 2,
"providers_with_numeric_monthly_price_latest_scan": 2,
"like_for_like_comparable_pairs": 2
},
"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": "observed_offers_only",
"pricing_by_tier": null,
"observed_offers": [
{
"billing": "monthly",
"unit": "flat",
"count": 1,
"offers": [
{
"provider": "neuroautomata",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$9.99/mo",
"monthly_usd": 9.99
}
]
},
{
"billing": "monthly",
"unit": "per_seat",
"count": 2,
"offers": [
{
"provider": "pipettebio_bioinformatics_ai_a",
"tier": "pro",
"billing": "monthly",
"unit": "per_seat",
"price": "$49 / month / seat",
"monthly_usd": 49
},
{
"provider": "pipettebio_bioinformatics_ai_a",
"tier": "team_sme",
"billing": "monthly",
"unit": "per_seat",
"price": "$99 / month / seat",
"monthly_usd": 99
}
]
},
{
"billing": "one_time",
"unit": "flat",
"count": 3,
"offers": [
{
"provider": "pipettebio_bioinformatics_ai_a",
"tier": "pro",
"billing": "one_time",
"unit": "flat",
"price": "$25",
"monthly_usd": null
},
{
"provider": "pipettebio_bioinformatics_ai_a",
"tier": "pro",
"billing": "one_time",
"unit": "flat",
"price": "$50",
"monthly_usd": null
},
{
"provider": "pipettebio_bioinformatics_ai_a",
"tier": "team_sme",
"billing": "one_time",
"unit": "flat",
"price": "$100",
"monthly_usd": null
}
]
},
{
"billing": "unspecified_period",
"unit": "flat",
"count": 1,
"offers": [
{
"provider": "pipettebio_bioinformatics_ai_a",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 26,
"listings_with_observed_public_price": 2,
"normalized_observations": 3,
"comparable_providers": 2,
"strict_cohorts": 0,
"exclusion_reasons": {
"one_time": 3,
"ambiguous_cadence": 1
}
},
"pricing_note": "No comparable cohort formed (a benchmark needs >=2 providers sharing a buyer tier AND billing unit). observed_offers lists the REAL provider offers, grouped and labelled by billing type — each is a single observed price, never aggregated across mixed units, periods or tiers.",
"pricing_excluded_observations": {
"one_time": 3,
"ambiguous_cadence": 1
},
"billing_mix": {
"freemium": 2
},
"free_tier_share": 1,
"top_providers": [
{
"agent_id": "github_clawbioclawbio_clawbio_",
"name": "ClawBio",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing was visible in the supplied homepage content."
},
"observed": false
},
{
"agent_id": "github_jaechanghitssciagentski",
"name": "Github Jaechanghitssciagentski",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown; the project is described as open source."
},
"observed": false
},
{
"agent_id": "pipettebio_bioinformatics_ai_a",
"name": "Pipette.bio Bioinformatics AI Agent",
"price": {
"commercial": {
"entry_offer": {
"line": "Premium",
"monthly_native": 49,
"monthly_usd": 49,
"commitment": "monthly",
"basis": "$49 per seat/month × 1",
"billing_verified": true
},
"currency": "USD",
"notes": [
"other prices: Standard $25 (one-time); Pro $50 (one-time); Power $100 (one-time)"
],
"lines": [
{
"name": "Standard",
"price": "$25",
"kind": "one_off",
"billed": "one_off"
},
{
"name": "Pro",
"price": "$50",
"kind": "one_off",
"billed": "one_off"
},
{
"name": "Power",
"price": "$100",
"kind": "one_off",
"billed": "one_off"
},
{
"name": "Free",
"price": "$0 / month",
"kind": "free",
"billed": "monthly"
},
{
"name": "Premium",
"price": "$49 / month / seat",
"kind": "base_subscription",
"unit": "seat",
"billed": "monthly"
},
{
"name": "Scale",
"price": "$99 / month / seat",
"kind": "base_subscription",
"unit": "seat",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "Custom",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 49,
"monthly_usd": 49,
"headline": "Free plan; paid from $49/mo ($49 per seat/month × 1)",
"summary": "Free plan; paid from $49/mo ($49 per seat/month × 1). Pipette offers a permanent free tier with 20 monthly credits, one-time credit packs from $25, and team subscriptions from $49 per seat per month."
},
"observed": true
},
{
"agent_id": "biomni_stanford_edu",
"name": "Biomni Stanford Edu",
"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": "cyanheads_pubchem_mcp_server",
"name": "Cyanheads Pubchem",
"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
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "bioinformatics-pipeline-agent"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "bioinformatics-pipeline-agent",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "github_clawbioclawbio_clawbio_"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "github_clawbioclawbio_clawbio_"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
2 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
Pipette.bio Bioinformatics AI AgentRuns genomics and bioinformatics pipelines (RNA-seq, single-cell, variant calling, GWAS, ChIP-seq, microbiome, etc.) from natural language prompts
NeuroautomataNeuroAutomata scores every possible amino acid substitution at every position in your protein. Paste a sequence, get a fitness landscape in seconds. Download e…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.