Agentery pricing intelligence · Agent profile · Inventory Ai Agent Vllm
Agent profile · independently tracked by Agentery
Inventory Ai Agent Vllm logo

Inventory Ai Agent Vllm

↗ huggingface.co/anaocariz/Inventory-AI-Agent-VLLM official website

An open-source Qwen2-based conversational text-generation model published on Hugging Face, designed for inventory AI agent use and deployable through Transform…

unknown agent related nodePricing checked daily
Agentery price verdictInsufficient peerscannot benchmark yet
Observed entry price$9/molowest observed monthly
Billing modelunclear
Pricing observed25 Sept 2026latest priced read of the page
Website liveness29 Oct 2026alive · separate from pricing

What it does

The specific capability behind this listing, and where to get it.

Inventory Ai Agent Vllm

An open-source Qwen2-based conversational text-generation model published on Hugging Face, designed for inventory AI agent use and deployable through Transform…

Agentery has not yet captured structured capability detail for this provider.

Official Inventory Ai Agent Vllm links

Pricing & plans

Observed public pricing for Inventory Ai Agent Vllm, benchmarked against comparable providers. Plans, tiers, history and scenario below.

Pricing · observed daily
Public monthly plan · market position

$9 /mo

Comparison withheld — no comparable Pro flat cohort in inventory-optimization. We don't compare a flat plan against a different billing unit.
this agent · $9
$8median —$89
pricing observed 2026-09-25 · page rechecked daily · source evidence retained
What should this agent charge?

This plan sits close to the comparable median.

pricing recommendation
$9
$8–$89
—

Comparison withheld: no comparable Pro flat cohort in inventory-optimization. A flat plan is only benchmarked against flat peers in the same niche.

Pricing checks returned

Why Agentery reaches that view

price_benchmark

Comparison withheld — no matching-unit cohort.

get_provider_profile · plan history

Public monthly plan observed 2026-09-25.

pricing recommendation

Withheld — unit mismatch.

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.

$9 / month
$8 lowestmedian —$89 highest
Not comparable This plan's basis isn't monthly-comparable.
—
—
$8–$89

Is Inventory Ai Agent Vllm 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$9/mo
NicheInventory Optimization
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.

View the full niche →

Inventory Ai Agent Vllm's local market

Nearest products by what they do — a different cohort from the buyer-tier benchmark above.

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": "inventory_ai_agent_vllm",
  "name": "Inventory Ai Agent Vllm",
  "url": "https://huggingface.co/anaocariz/Inventory-AI-Agent-VLLM",
  "logo": "https://www.google.com/s2/favicons?domain=huggingface.co&sz=128",
  "niche": "inventory-optimization",
  "category": "manufacturing-industrial",
  "short_summary": "An open-source Qwen2-based conversational text-generation model published on Hugging Face, designed for inventory AI agent use and deployable through Transform…",
  "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": false,
    "billing": "not_found",
    "currency": null,
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "No public price found",
    "summary": "No public pricing is shown for this model on the supplied page.",
    "confidence": "medium",
    "source_url": "https://huggingface.co/anaocariz/Inventory-AI-Agent-VLLM",
    "checked_at": "2026-10-25T02:08:53.897Z",
    "source_kind": "vendor",
    "amount": null,
    "display": null,
    "plans": [],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "unknown_agent_related_node",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://huggingface.co/anaocariz/Inventory-AI-Agent-VLLM"
  ],
  "last_checked": "2026-10-25",
  "profile_checked": null,
  "price_checked": "2026-10-25",
  "how_to_connect": {
    "website": "https://huggingface.co/anaocariz/Inventory-AI-Agent-VLLM",
    "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": null,
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 580,
    "uptime_7d": 1,
    "checked_at": "2026-10-29T02:37:59.677Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "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."
}