
AI Data Refinery
An open-source Cloudflare-based data refinery that ingests web content, extracts schema-validated structured data with AI, computes semantic diffs, and serves…
What it does
The specific capability behind this listing, and where to get it.
AI Data Refinery
An open-source Cloudflare-based data refinery that ingests web content, extracts schema-validated structured data with AI, computes semantic diffs, and serves…
Agentery has not yet captured structured capability detail for this provider.
Official AI Data Refinery links
Pricing & plans
Observed public pricing for AI Data Refinery, benchmarked against comparable providers. Plans, tiers, history and scenario below.
$0.01 /call
This plan sits close to the comparable median.
No monthly-comparable cohort to benchmark this plan against yet.
Why Agentery reaches that view
price_benchmarkNot monthly-comparable.
get_provider_profile · plan historyper call observed 2026-10-08.
pricing recommendationPercentile unavailable for this basis.
confidenceSource page rechecked daily.
Test a different price for this plan.
Move the proposed monthly price. Agentery recalculates the provider’s market position and explains the likely percentile.
Is AI Data Refinery good value?
How its price compares with genuinely comparable providers.
Not enough evidence yet to call it good — or poor — value.
Too few comparable providers at the same buyer tier and billing unit to benchmark this price honestly.
Check capability before deciding
Compare capability, compatibility and operational cost against the few observed peers — Agentery keeps the price status explicit and never invents a verdict.
AI Data Refinery's local market
Nearest products by what they do — a different cohort from the buyer-tier benchmark above. Local median $19/mo (entry prices of 13 priced of 50 nearest products, any tier or billing unit) — AI Data Refinery is 158% above it.
See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
"agent_id": "ai_data_refinery",
"name": "AI Data Refinery",
"url": "https://drefinery.freshbeats.ai",
"logo": "https://github.com/juanquy.png?size=200",
"niche": null,
"category": null,
"short_summary": "An open-source Cloudflare-based data refinery that ingests web content, extracts schema-validated structured data with AI, computes semantic diffs, and serves…",
"task_performed": "unclear",
"inputs_accepted": [],
"outputs_produced": [],
"integrations_available": [],
"protocols_or_interfaces": [],
"industry_fit": [],
"autonomy_level": "unclear",
"human_approval_needed": "unclear",
"pricing_model": "unclear",
"price": {
"observed": true,
"billing": "freemium",
"source_kind": "vendor",
"currency": "USD",
"lowest_monthly_usd": 49,
"monthly_usd": 49,
"headline": "Free plan; paid from $49/mo",
"commercial": {
"entry_offer": {
"line": "Data Refinery Pro / Pro Builder",
"monthly_native": 49,
"monthly_usd": 49,
"commitment": "monthly",
"basis": "$49/month"
},
"rates": [
{
"line": "Autonomous Agent Wallet",
"per": "per call",
"text": "$0.01 per call"
}
],
"currency": "USD",
"lines": [
{
"name": "Hobby / Dev",
"price": "$0",
"kind": "free",
"billed": "monthly"
},
{
"name": "Data Refinery Pro / Pro Builder",
"price": "$49 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Enterprise PaaS / Custom SLA",
"price": "$299+ / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Autonomous Agent Wallet",
"price": "$0.005/call",
"kind": "usage_rate",
"unit": "call",
"billed": "usage"
}
]
},
"summary": "Free plan; paid from $49/mo. DRefinery offers a free tier, a $49/month Pro tier, Enterprise plans from $299+/month, and usage-based access at $0.005 per call.",
"confidence": "high",
"source_url": "https://drefinery.freshbeats.ai/pricing",
"checked_at": "2026-10-08T02:22:34.122Z",
"amount": 49,
"display": "From $49/mo",
"plans": [
{
"name": "Hobby / Dev",
"price": "$0",
"period": "month",
"persona": "free",
"highlights": [
"Free forever",
"50 queries per day",
"Standard MCP and REST access",
"Global Cloudflare edge caching"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Data Refinery Pro / Pro Builder",
"price": "$49 / month",
"period": "month",
"persona": "pro",
"highlights": [
"10,000 refined queries per month",
"Priority Workers AI Llama 3.3-70B",
"Live AST breaking changes and diffs",
"Multi-agent MCP concurrency support"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Enterprise PaaS / Custom SLA",
"price": "$299+ / month",
"period": "month",
"persona": "enterprise",
"highlights": [
"100,000+ queries per month",
"Dedicated private edge zones",
"Custom SLAs",
"Dedicated engineering Slack channel"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Autonomous Agent Wallet",
"price": "$0.005/call",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Pay per query on demand",
"Uses the X-402-Payment header"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
}
],
"source": "render+llm"
},
"trust_or_rating_signal": [],
"evidence_quality": "unclear",
"entity_type": "github_project",
"regulated_data_suitability": "unclear",
"evidence_urls": [
"https://drefinery.freshbeats.ai",
"https://github.com/juanquy/AI-data-refinery"
],
"last_checked": null,
"how_to_connect": {
"website": "https://drefinery.freshbeats.ai",
"docs": null,
"mcp": null,
"a2a": null,
"api": null,
"protocols": [],
"install": null,
"repository": null
},
"deployment": {
"model": "unknown",
"both_offered": false,
"hosted_endpoint": null,
"install": null,
"note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
"evidence": null
},
"licence": {
"name": null,
"note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
"evidence": null
},
"evidence_checks": {
"price": {
"status": "unknown",
"note": "no observed price page text held for this listing"
},
"agent_card": {
"status": "unknown",
"note": "no Agent Card URL recorded for this listing"
},
"endpoint": {
"status": "unknown",
"note": "endpoint not yet checked"
}
},
"product_group": {
"group_id": 35,
"group": "Data access and scraping tools",
"change_90d_pct": -4.37,
"fair_price_by_tier_monthly_usd": {
"individual": 20,
"pro": 79,
"team / small business": 100,
"enterprise": 500
},
"note": "Change of the group's price index over the last 90 days. Call get_group_fair_price with group_id for tier and payment-model detail.",
"page": "https://agentery.com/aepi/groups/35"
},
"liveness": {
"probed": true,
"alive": false,
"endpoint_kind": "site",
"latency_ms": null,
"uptime_7d": 0.86,
"checked_at": "2026-10-09T02:42:02.656Z",
"consecutive_failures": 1,
"status": "flaky"
},
"price_extras": {
"free_tier": {
"amount": 50,
"unit": "queries",
"per": "day",
"raw": "50 queries per day",
"plan": "Hobby / Dev"
},
"unit_cost": {
"usdPerUnit": 0.005,
"unit": "calls",
"usdPer1k": 5,
"raw": "$0.005/call",
"plan": "Autonomous Agent Wallet"
}
},
"reported_success": null,
"feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}