Agentery pricing intelligence · Provider profile · MOSS-VL 0708 Long Video
Provider profile · independently tracked by Agentery
MOSS-VL 0708 Long Video logo

MOSS-VL 0708 Long Video

huggingface.co/spaces/bicro/MOSS-VL-Instruct-0708-NF4-Demo official website

A Hugging Face demo that analyzes uploaded images and videos, answering user questions or instructions about their visual content with adjustable response leng…

research demoPricing checked daily
Agentery price verdictInsufficient peerscannot benchmark yet
Observed entry price$9/molowest observed monthly
Billing modelunclear
Last checked2 Sept 2026pricing & liveness

What it does

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

MOSS-VL 0708 Long Video

A Hugging Face demo that analyzes uploaded images and videos, answering user questions or instructions about their visual content with adjustable response leng…

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

Official MOSS-VL 0708 Long Video links

Pricing & plans

Observed public pricing for MOSS-VL 0708 Long Video, benchmarked against comparable providers. Plans, tiers, history and scenario below.

Pricing · observed daily
Plan (name not shown) · market position

$9 /mo

Observed plan · market position not comparable on a monthly basis.
this agent · $9
$8median $89
observed 2026-09-02 · rechecked daily · source evidence retained
What should this agent charge?

This plan sits close to the market.

pricing recommendation
$9
$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_agent_profile · plan history

Plan (name not shown) observed 2026-09-02.

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.

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

Is MOSS-VL 0708 Long Video 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
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.

MOSS-VL 0708 Long Video's local market

Nearest products by what they do. Local median $14.99/mo — MOSS-VL 0708 Long Video is 40% below it.

See the full market →
See the MCP response behind this page · get_agent_profile()
See the MCP response behind this pageget_agent_profile
{
  "agent_id": "moss_vl",
  "name": "MOSS-VL 0708 Long Video",
  "url": "https://huggingface.co/spaces/bicro/MOSS-VL-Instruct-0708-NF4-Demo",
  "logo": "https://www.google.com/s2/favicons?domain=huggingface.co&sz=128",
  "niche": null,
  "category": null,
  "short_summary": "A Hugging Face demo that analyzes uploaded images and videos, answering user questions or instructions about their visual content with adjustable response leng…",
  "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": "subscription",
    "currency": "USD",
    "lowest_monthly_usd": 9,
    "monthly_usd": 9,
    "headline": "From $9/mo",
    "summary": "From $9/mo. The public pricing page shows monthly subscription prices of $9, $20, and $50, but the supplied capture does not identify the associated plan names.",
    "confidence": "low",
    "source_url": "https://huggingface.co/pricing",
    "checked_at": "2026-09-02T04:58:21.247Z",
    "amount": 9,
    "display": "From $9/mo",
    "plans": [
      {
        "name": "Plan (name not shown)",
        "price": "$9 /mo",
        "period": "month",
        "persona": "individual",
        "highlights": [],
        "price_annual": null
      },
      {
        "name": "Plan (name not shown)",
        "price": "$20 /mo",
        "period": "month",
        "persona": "individual",
        "highlights": [],
        "price_annual": null
      },
      {
        "name": "Plan (name not shown)",
        "price": "$50 /mo",
        "period": "month",
        "persona": "pro",
        "highlights": [],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "research_demo",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://huggingface.co/spaces/bicro/MOSS-VL-Instruct-0708-NF4-Demo"
  ],
  "last_checked": null,
  "how_to_connect": {
    "website": "https://huggingface.co/spaces/bicro/MOSS-VL-Instruct-0708-NF4-Demo",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": []
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 408,
    "uptime_7d": 1,
    "checked_at": "2026-09-02T02:38:45.361Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}