Bixel

Zilliz

Zilliz Inc.·Zilliz.com
Product Capabilities

Hybrid search platform

As of September 3, 2026, Zilliz's features: 44 stated capabilities including hybrid search and RAG, 30 integrations, and manual scaling up to 2,048 CUs; the breadth covers the core AI retrieval stack, though buyers should verify which capabilities are gated to higher tiers before committing.

Backed by 75 dated facts
Every value derives from a dated, sourced capture — open any fact for its source.
Capabilities
AlertingApproximate Nearest NeighborAuto ScalingBackup RestoreBatch ProcessingBenchmarkingBillion ScaleBYOCCLICross Cluster MigrationCross Region BackupData MaskingData MigrationDedicatedFiltered SearchFull Text SearchGlobal ClusterGrouping SearchGuiHigh Speed Data ImportHybrid SearchLLM Response CachingMCP CompatibleMmapMulti ReplicaMultimodal SearchOn Demand ComputeOpen SourcePoint In Time RecoveryRAGRange SearchReal Time MonitoringReal Time SyncRecommendation SystemsREST APISemantic Code SearchSemantic SearchServerlessText MatchTiered StorageVector SearchVector VisualizationZero Copy Data AccessZero Downtime Migration
Integrations
Apache SeatunnelAWSAzureChatGPTClaudeCohereConfluentDatabricksDatadogDeepSeekDocsGPTDSPyFAISSFiftyOneGCPGeminiHaystackHnswHoneyhiveJina AILangchainLangchainrbLangflown8nOpenAIPrometheusVannaVectorizevLLMVoyage AI
Details
Manual Scaling Max Cus2048 cus
Features Change Historydated events · values unlock with a key
Feature added: Manual Scaling Max Cus
Feature added: Alerting
Feature removed: Data Masking · high significance
Feature added: Vanna
Feature added: Recommendation Systems
Feature removed: WhyHow · high significance
Feature added: Billion Scale
Feature added: Dedicated
Every features fact on this pagekey · value · provenance · dated · sourced
FactValueProvenanceAs ofSource
features.alertingAlertingcompany stated2026-09-03zilliz.com/pricing
features.approximate-nearest-neighborApproximate Nearest Neighborcompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.auto-scalingAuto Scalingcompany stated2026-09-03zilliz.com/pricing
features.backup-restoreBackup Restorecompany stated2026-09-03zilliz.com/pricing
features.batch-processingBatch Processingcompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.benchmarkingBenchmarkingcompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.billion-scaleBillion Scalecompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.byocBYOCcompany stated2026-09-03zilliz.com/pricing
features.cliCLIcompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.cross-cluster-migrationCross Cluster Migrationcompany stated2026-09-03zilliz.com/pricing/unlimited-calculator
features.cross-region-backupCross Region Backupcompany stated2026-09-03zilliz.com/pricing
features.data-maskingData Maskingcompany stated2026-09-03zilliz.com/pricing
features.data-migrationData Migrationcompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.dedicatedDedicatedcompany stated2026-09-03zilliz.com/pricing
features.filtered-searchFiltered Searchcompany stated2026-09-03zilliz.com/pricing
features.full-text-searchFull Text Searchcompany stated2026-09-03zilliz.com/pricing
features.global-clusterGlobal Clustercompany stated2026-09-03zilliz.com/pricing
features.grouping-searchGrouping Searchcompany stated2026-09-03zilliz.com/pricing
features.guiGuicompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.high-speed-data-importHigh Speed Data Importcompany stated2026-09-03zilliz.com/pricing/unlimited-calculator
features.hybrid-searchHybrid Searchcompany stated2026-09-03zilliz.com/pricing
features.integration.apache-seatunnelApache Seatunnelcompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.integration.awsAWScompany stated2026-09-03zilliz.com/pricing
features.integration.azureAzurecompany stated2026-09-03zilliz.com/pricing
features.integration.chatgptChatGPTcompany stated2026-09-03zilliz.com/product/integrations
features.integration.claudeClaudecompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.integration.cohereCoherecompany stated2026-09-03zilliz.com/product/integrations
features.integration.confluentConfluentcompany stated2026-09-03zilliz.com/product/integrations
features.integration.databricksDatabrickscompany stated2026-09-03zilliz.com/product/integrations
features.integration.datadogDatadogcompany stated2026-09-03zilliz.com/product/integrations
features.integration.deepseekDeepSeekcompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.integration.docsgptDocsGPTcompany stated2026-09-03zilliz.com/product/integrations
features.integration.dspyDSPycompany stated2026-09-03zilliz.com/product/integrations
features.integration.faissFAISScompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.integration.fiftyoneFiftyOnecompany stated2026-09-03zilliz.com/product/integrations
features.integration.gcpGCPcompany stated2026-09-03zilliz.com/pricing
features.integration.geminiGeminicompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.integration.haystackHaystackcompany stated2026-09-03zilliz.com/product/integrations
features.integration.hnswHnswcompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.integration.honeyhiveHoneyhivecompany stated2026-09-03zilliz.com/product/integrations
features.integration.jina-aiJina AIcompany stated2026-09-03zilliz.com/product/integrations
features.integration.langchainLangchaincompany stated2026-09-03zilliz.com/product/integrations
features.integration.langchainrbLangchainrbcompany stated2026-09-03zilliz.com/product/integrations
features.integration.langflowLangflowcompany stated2026-09-03zilliz.com/product/integrations
features.integration.n8nn8ncompany stated2026-09-03zilliz.com/product/integrations
features.integration.openaiOpenAIcompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.integration.prometheusPrometheuscompany stated2026-09-03zilliz.com/product/integrations
features.integration.vannaVannacompany stated2026-09-03zilliz.com/product/integrations
features.integration.vectorizeVectorizecompany stated2026-09-03zilliz.com/product/integrations
features.integration.vllmvLLMcompany stated2026-09-03zilliz.com/product/integrations
features.integration.voyage-aiVoyage AIcompany stated2026-09-03zilliz.com/product/integrations
features.limit.manual-scaling-max-cus2048 cuscompany stated2026-09-03zilliz.com/pricing
features.llm-response-cachingLLM Response Cachingcompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.mcp-compatibleMCP Compatiblecompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.mmapMmapcompany stated2026-09-03zilliz.com/pricing/unlimited-calculator
features.multi-replicaMulti Replicacompany stated2026-09-03zilliz.com/pricing
features.multimodal-searchMultimodal Searchcompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.on-demand-computeOn Demand Computecompany stated2026-09-03zilliz.com/pricing
features.open-sourceOpen Sourcecompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.point-in-time-recoveryPoint In Time Recoverycompany stated2026-09-03zilliz.com/pricing
features.ragRAGcompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.range-searchRange Searchcompany stated2026-09-03zilliz.com/pricing
features.real-time-monitoringReal Time Monitoringcompany stated2026-09-03zilliz.com/pricing
features.real-time-syncReal Time Synccompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.recommendation-systemsRecommendation Systemscompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.rest-apiREST APIcompany stated2026-09-03zilliz.com/pricing/unlimited-calculator
features.semantic-code-searchSemantic Code Searchcompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.semantic-searchSemantic Searchcompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.serverlessServerlesscompany stated2026-09-03zilliz.com/pricing
features.text-matchText Matchcompany stated2026-09-03zilliz.com/pricing
features.tiered-storageTiered Storagecompany stated2026-09-03zilliz.com/pricing
features.vector-searchVector Searchcompany stated2026-09-03zilliz.com/pricing
features.vector-visualizationVector Visualizationcompany stated2026-09-03zilliz.com/product/open-source-vector-database
features.zero-copy-data-accessZero Copy Data Accesscompany stated2026-09-03zilliz.com/pricing/unlimited-calculator
features.zero-downtime-migrationZero Downtime Migrationcompany stated2026-09-03zilliz.com/pricing
Features across Vector DatabasesZilliz ranked in place · tap through for each read
CompanyFeatures readFacts
Zilliz this recordHybrid search platform75
WeaviateHybrid search platform35
ChromaHybrid search platform34
QdrantFocused feature set32
VectaraAgentic RAG platform31
LanceDBHybrid search platform25
PineconeReranking platform23
ActiveloopFocused feature set16
EpsillaMulti-tenancy platform14
KDB.AIHybrid search platform12
TopKHybrid search platform10
VespaHybrid search platform10
TurbopufferMulti-tenancy platform9

No observed features facts yet for Marqo, Milvus and MyScale.

Get features for zilliz.com via API / MCPevery field dated and sourced
RESTopen tier
GET https://api.bixel.com/v1/companies/zilliz.com/facts?dimension=features

{
  "data": {
    "facts": [
      {
        "key": "features.alerting",
        "value": true,
        "provenance": "company_stated",
        "as_of": "2026-09-03",
        "source_url": "zilliz.com/pricing"
      },
      {
        "key": "features.approximate-nearest-neighbor",
        "value": true,
        "provenance": "company_stated",
        "as_of": "2026-09-03",
        "source_url": "zilliz.com/product/open-source-vector-database"
      },
      {
        "key": "features.auto-scaling",
        "value": true,
        "provenance": "company_stated",
        "as_of": "2026-09-03",
        "source_url": "zilliz.com/pricing"
      },
      {
        "key": "features.backup-restore",
        "value": true,
        "provenance": "company_stated",
        "as_of": "2026-09-03",
        "source_url": "zilliz.com/pricing"
      },
      "…"
    ]
  }
}
MCPfor agents
# any MCP client (Claude, agents)
const record = await bixel.get_company_facts({ domain: "zilliz.com", dimension: "features" })

# returns the features record above,
# each value with its source_url + as_of,
# ready to reason over
Build on the company record. One key, REST + MCP, every signal dated and sourced back to the page it came from.

Public record, read from companies' own pages and boards. Every fact dated and sourced; provenance (observed vs company stated) shown inline.