Symbioza

{
  "agent_id": "symbioza",
  "name": "Symbioza",
  "url": "https://symbioza.dev/",
  "logo": "https://www.google.com/s2/favicons?domain=symbioza.dev&sz=128",
  "niche": null,
  "category": null,
  "short_summary": "Cloud GPU job platform for AI agents. Agents can request estimates, run model training, evaluation, and batch inference within a user-set spending limit, then…",
  "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": "one-time",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "Start Small $10 (one-time)",
    "commercial": {
      "currency": "USD",
      "lines": [
        {
          "name": "Start Small",
          "price": "$10",
          "kind": "one_off",
          "billed": "one_off"
        },
        {
          "name": "Compute Credit",
          "price": "$25",
          "kind": "one_off",
          "billed": "one_off"
        },
        {
          "name": "Compute Credit",
          "price": "$50",
          "kind": "one_off",
          "billed": "one_off"
        },
        {
          "name": "Compute Credit",
          "price": "$100",
          "kind": "one_off",
          "billed": "one_off"
        }
      ]
    },
    "summary": "Start Small $10 (one-time). Symbioza sells prepaid USD compute-credit top-ups from $10 to $100 with no subscription or automatic top-ups.",
    "confidence": "high",
    "source_url": "https://symbioza.dev/pricing",
    "checked_at": "2026-10-24T03:08:36.979Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "Start Small",
        "price": "$10",
        "period": "one-time",
        "persona": "individual",
        "highlights": [
          "Prepaid compute credit",
          "One-time top-up",
          "Full $10 added to balance"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Compute Credit",
        "price": "$25",
        "usage": true,
        "period": "one-time",
        "persona": "pro",
        "highlights": [
          "Prepaid compute credit",
          "One-time top-up",
          "Full $25 added to balance"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Compute Credit",
        "price": "$50",
        "usage": true,
        "period": "one-time",
        "persona": "pro",
        "highlights": [
          "Prepaid compute credit",
          "One-time top-up",
          "Full $50 added to balance"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Compute Credit",
        "price": "$100",
        "usage": true,
        "period": "one-time",
        "persona": "team_sme",
        "highlights": [
          "Prepaid compute credit",
          "One-time top-up",
          "Full $100 added to balance"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "agent_platform",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://symbioza.dev/"
  ],
  "last_checked": "2026-10-24",
  "profile_checked": null,
  "price_checked": "2026-10-24",
  "how_to_connect": {
    "website": "https://symbioza.dev/",
    "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": {
      "source_url": "https://symbioza.dev/pricing",
      "last_observed_day": "2026-10-24",
      "age_days": 0,
      "verified_day": null,
      "note": "from the listing's current price record; no separate page-text verification is held"
    },
    "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": 25,
    "group": "Cloud infrastructure management",
    "change_90d_pct": 0.79,
    "fair_price_by_tier_monthly_usd": {
      "individual": 10,
      "pro": 28.5,
      "team / small business": 125,
      "enterprise": 1791.46
    },
    "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/25"
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 921,
    "uptime_7d": 1,
    "checked_at": "2026-10-24T02:44:44.105Z",
    "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."
}