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EARLY BETALive catalog · evidence status for each claim · demo data only when requested

Proof Card · vector-database

Qdrant

Vector database, open source and managed cloud.

data_status: livevendor: Qdrantlast ABATODA verification: UNKNOWN (none yet)fit score: UNKNOWN

Claims

No reviewed claims. UNKNOWN.

Sources & freshness
SourceEvidence typeFetchedLast verifiedFreshness
Documentation - QdrantDOCUMENTED_FACT2026-09-29T08:00UNKNOWNFRESH
api_integration · 30d window
Pricing for Cloud and Vector Database Solutions QdrantDOCUMENTED_FACT2026-09-29T08:00UNKNOWNSTALE
pricing · 7d window

Integrations

UNKNOWN — no integration route recorded.

Unknowns

  • structured_pricing: UNKNOWN
  • fit_score: UNKNOWN
  • regions: UNKNOWN
  • webhooks: UNKNOWN
  • security_compliance: UNKNOWN
  • last_verified_at (no ABATODA verification run has succeeded yet): UNKNOWN

Machine-extracted candidates (3) UNVERIFIED

Pattern matches from official pages. Not reviewed; not used as facts.

  • DOCUMENTED_FACT Integration surface mentioned: "SDKs"
  • DOCUMENTED_FACT Integration surface mentioned: "MCP Server"
  • VENDOR_CLAIM Region/residency statement: "Data Residency"
GET /api/v1/provider?provider_id=… (live)
{
  "id": "9afe85b7-300f-4a21-97be-afa57d0617b4",
  "slug": "qdrant",
  "name": "Qdrant",
  "vendor": "Qdrant",
  "summary": "Vector database, open source and managed cloud.",
  "last_verified_at": null,
  "capability_slugs": [
    "vector-database"
  ],
  "fit_score": null,
  "fit_rationale": "Capability stated in the vendor's official documentation. Fit score not computed (UNKNOWN).",
  "pricing": {
    "unit": null,
    "model": "UNKNOWN",
    "status": "UNKNOWN",
    "overage": null,
    "summary": "No confirmed unit price from official sources yet.",
    "currency": null,
    "free_tier": null,
    "source_id": null,
    "unit_cost": null,
    "fetched_at": null,
    "contact_sales": null,
    "pricing_model": "unknown",
    "unit_cost_max": null,
    "unit_cost_min": null,
    "unit_cost_usd": null,
    "effective_from": null,
    "included_quota": null,
    "pricing_status": "UNKNOWN",
    "source_excerpt": null,
    "base_fee_monthly": null,
    "minimum_commitment": null
  },
  "restrictions": [],
  "regions": null,
  "webhooks": null,
  "integration_routes": [],
  "evidence": [
    {
      "source_id": "c48451a3-7dd1-433b-bc57-dae292d9362c",
      "url": "https://qdrant.tech/documentation/",
      "label": "Documentation - Qdrant",
      "kind": "official_docs",
      "evidence_type": "DOCUMENTED_FACT",
      "last_verified_at": null,
      "fetched_at": "2026-09-29T08:00:31.352+00:00",
      "source_updated_at": null,
      "content_hash": "cbf2c683aba475f42e804b3853cf8c62657e9c486d3714dd6d65c9d31ac89555",
      "freshness": {
        "class": "api_integration",
        "window_days": 30,
        "basis": "fetched_at",
        "checked_at": "2026-09-29T08:00:31.352+00:00",
        "age_days": 22,
        "state": "FRESH"
      }
    },
    {
      "source_id": "09d3dd92-fc19-4afe-8f56-48c2d1adf60d",
      "url": "https://qdrant.tech/pricing/",
      "label": "Pricing for Cloud and Vector Database Solutions Qdrant",
      "kind": "pricing",
      "evidence_type": "DOCUMENTED_FACT",
      "last_verified_at": null,
      "fetched_at": "2026-09-29T08:00:32.114+00:00",
      "source_updated_at": null,
      "content_hash": "aa6b3a48cb8f893e065706d85ffdb234617bf9cbfd177cd5efa8954685f58bbc",
      "freshness": {
        "class": "pricing",
        "window_days": 7,
        "basis": "fetched_at",
        "checked_at": "2026-09-29T08:00:32.114+00:00",
        "age_days": 22,
        "state": "STALE"
      }
    }
  ],
  "claims": [
    {
      "id": "8dc9689d-b0df-4acb-b714-19797c9b196a",
      "field": "integration_mention",
      "statement": "Integration surface mentioned: \"SDKs\"",
      "status": "UNVERIFIED",
      "evidence_type": "DOCUMENTED_FACT",
      "source_id": "c48451a3-7dd1-433b-bc57-dae292d9362c",
      "verified_at": null,
      "verified_by": null,
      "is_candidate": true,
      "extractor": "abatoda:deterministic_extractor_v1",
      "excerpt": "-Device Embeddings BM25 Data Synchronization Patterns Synchronize with a Server Qdrant Web UI API & SDKs Qdrant Tools Agentic Tools Agent Skills Prompts in the Docs FastEmbed Quickstart FastEmbed & Qdrant"
    },
    {
      "id": "4c898a1c-972f-4de4-ba41-dd98d2890dd4",
      "field": "integration_mention",
      "statement": "Integration surface mentioned: \"MCP Server\"",
      "status": "UNVERIFIED",
      "evidence_type": "DOCUMENTED_FACT",
      "source_id": "c48451a3-7dd1-433b-bc57-dae292d9362c",
      "verified_at": null,
      "verified_by": null,
      "is_candidate": true,
      "extractor": "abatoda:deterministic_extractor_v1",
      "excerpt": "orking with SPLADE Working with ColBERT Reranking with FastEmbed Multi-Vector Postprocessing Qdrant MCP Server Tutorials Overview Basics Semantic Search 101 Multimodal Search Hybrid Search Hybrid Search with Re"
    },
    {
      "id": "274f5c65-4e8d-4af2-aded-3f174d512099",
      "field": "region_mention",
      "statement": "Region/residency statement: \"Data Residency\"",
      "status": "UNVERIFIED",
      "evidence_type": "VENDOR_CLAIM",
      "source_id": "09d3dd92-fc19-4afe-8f56-48c2d1adf60d",
      "verified_at": null,
      "verified_by": null,
      "is_candidate": true,
      "extractor": "abatoda:deterministic_extractor_v1",
      "excerpt": "Qdrant clusters on your own infrastructure using your compute, network and storage. Best for: Local Data Residency Regulated Workloads Easy Operations in Your Own Cloud Benefits: Data Stays in Your Network Fully Ma"
    }
  ],
  "unknowns": [
    "structured_pricing",
    "fit_score",
    "regions",
    "webhooks",
    "security_compliance",
    "last_verified_at (no ABATODA verification run has succeeded yet)"
  ],
  "sponsorship_disclosure": null
}
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