Agentery pricing intelligence · Provider profile · AI Data Refinery
Provider profile · independently tracked by Agentery
AI Data Refinery logo

AI Data Refinery

↗ drefinery.freshbeats.ai official website

An open-source Cloudflare-based data refinery that ingests web content, extracts schema-validated structured data with AI, computes semantic diffs, and serves…

github projectPricing checked daily
Agentery price verdictInsufficient peerscannot benchmark yet
Observed entry price$0.01/molowest observed monthly
Billing modelunclear
Pricing observed8 Oct 2026latest priced read of the page
Website liveness9 Oct 2026flaky · separate from pricing

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.

Pricing · observed daily
per call · market position

$0.01 /call

Observed plan · market position not comparable on a monthly basis.
this agent · $0.01
$8median —$89
pricing observed 2026-10-08 · page rechecked daily · source evidence retained
What should this agent charge?

This plan sits close to the comparable median.

pricing recommendation
$0.01
$8–$89
—

No monthly-comparable cohort to benchmark this plan against yet.

Pricing checks returned

Why Agentery reaches that view

price_benchmark

Not monthly-comparable.

get_provider_profile · plan history

per call observed 2026-10-08.

pricing recommendation

Percentile unavailable for this basis.

confidence

Source page rechecked daily.

Interactive provider scenario

Test a different price for this plan.

Move the proposed monthly price. Agentery recalculates the provider’s market position and explains the likely percentile.

$0.005 / month
$1 lowestmedian —$89 highest
Not comparable This plan's basis isn't monthly-comparable.
—
—
$8–$89

Is AI Data Refinery good value?

How its price compares with genuinely comparable providers.

Not enough peers

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.

Observed commercial price$0.005/mo
Niche—
Price benchmarknot applicable
What to compare instead

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 full market →
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."
}