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  7. Zilliz Cloud Serverless

Zilliz Cloud Serverless logo

Zilliz Cloud Serverless

Not Agent-Ready Yet
Agent-Ready SaaS Index · zilliz.com · scored 2026-05-09 · rubric v2.0
Score 11 / 100
Database Management
Self-serve checkout
Public API

Zilliz Cloud Serverless scores 11/100 on xpay's Agent-Ready Index v2: partial pricing visibility; a free entry path exists.

See Zilliz Cloud Serverless pricing summaryLive pricing page
Pricing
Zilliz Cloud Serverless pricing
As of 2026-05-09 · zilliz.com/serverless
Sales-led pricing

The page lists a Free Tier and a Business Critical plan but provides no explicit price numbers, so pricing is treated as sales‑only. Free tier is self‑serve; paid plan requires contacting sales.

Score breakdown · rubric v2.0
How Zilliz Cloud Serverless scores on the agent-ready dimensions

Public pricing visibility

2 / 15

Self-serve checkout

0 / 15

Public API + docs

0 / 20

Usage-based / metered pricing

0 / 20

Free entry path

7 / 7

No sales call required

2 / 7

Card / wallet / x402 payment

0 / 6

Machine-readable bonus (MCP / OpenAPI)

0 / 10

Total
11 / 100
Agent purchase verdict
Can an autonomous agent transact here?
Human-assisted
LLM score: 30/100

Can create account

Yes

Can enter payment method

No

Can upgrade plan

No

Can buy more usage

No

Can cancel online

Yes

Payment methods

Unknown

Human approval recommended

Yes

Pricing transparency

contact_only

Purchase motion

sales_led

Demo required

Unknown

Quote required

Yes

Annual commit required

Unknown

Auto-renewal mentioned

No

Cancellation policy visible

No

Refund policy visible

No

Invoice payment available

Unknown

Purchase orders supported

Unknown

MSA required

Unknown

DPA available

Unknown

Security review required

Unknown

Enterprise signals
Trust & compliance

SSO / SAML

Unknown

RBAC

Unknown

Audit logs

Unknown

Data residency

US

Competitive intel
Positioning & ecosystem
Headline

“High-Performance Vector Database Made Serverless”

Buyer persona

developer
enterprise

Replaces / compared against
in-memory vector databases
Value claims
up to 50x cost savings
Agent purchase simulation
Six-step check: can an agent actually buy from Zilliz Cloud Serverless?
✓

Discover price

◐

Select a plan

✗

Pay per task

✗

Avoid a sales call

✗

API docs without auth

✗

Estimate cost upfront

Analysis
Pros and cons for AI agents
Observational summary written by xpay from the signals captured on 2026-05-06. Not a review of the product — only of its current pricing posture for agent buyers.
✓ For an AI agent
  • Pricing is publicly visible on an indexable page — agents can read tiers without scraping past auth.
◐ Opportunities for the provider
  • No per-unit price was advertised, so an agent has no way to estimate the cost of a single task.
  • All advertised tiers route to a sales contact form; an agent cannot complete a purchase autonomously.
  • API documentation is gated or absent; an agent cannot inspect the integration surface without authentication.
  • PPU requires account creation and an issued API key; a fully unauthenticated agent purchase is not yet supported.
  • No /.well-known/ai-pricing.json or equivalent machine-readable pricing manifest is published — agents must rely on HTML scraping.
One-line fix
How Zilliz Cloud Serverless could lift its score

Add a per-unit price (e.g. $X / 1K calls) to the pricing page so an agent can compute its own cost before committing.

pricing_visible

true

headline_phrasing

High-Performance Vector DatabaseMade Serverless.Same features, but a fraction of the cost. — Fully-managed vector database service designed for speed, scale and high performance.

tier_count

1

lowest_paid_entry_usd

null

free_tier

false

free_tier_terms

null

per_unit_price

null

annual_required

false

self_serve_paid_tiers

1

sales_only_tiers

0

public_api_docs_url

https://docs.zilliz.com/docs/quick-start

api_docs_auth_walled

false

ai_pricing_json_present

false

agents_txt_present

false

anonymous_purchase_path

false

per_unit_classification

null

usage_headline_present

false

custom_tier_present

false

agent_friendly

{"ai_pricing_json":false,"agents_txt":false,"llms_txt":false,"sitemap_xml":true,"mcp_server_card":false,"agent_skills_index":false,"x402_supported":false}

View raw extracted page text →
Page heading: High-Performance Vector DatabaseMade Serverless.Same features, but a fraction of the cost.
CTAs (40): Zilliz CloudFully-managed vector database service designed for speed, scale and · Zilliz Cloud vs. Milvus · MilvusOpen-source vector database built for billion-scale vector similarity sear · BYOC · Migration · Benchmark · Integrations · Open Source · Support Portal · High-Performance Vector Database Made Serverless. · Pricing PlanFlexible pricing options for every team on any budget · CalculatorEstimate your cost
ProductsZilliz CloudFully-managed vector database service designed for speed, scale and high performance.Zilliz Cloud vs. MilvusMilvusOpen-source vector database built for billion-scale vector similarity search.BYOCMigrationBenchmarkIntegrationsOpen SourceSupport PortalHigh-Performance Vector Database Made Serverless.PricingPricing PlanFlexible pricing options for every team on any budgetCalculatorEstimate your costList PriceView detailed list prices for every billing itemFree TierUnleash Your Imagination with the Power of Managed MilvusBusiness Critical PlanDevelopersDocumentationThe Zilliz Cloud Developer Hub where you can find all the information to work with Zilliz CloudLearn MoreLearnGenAI Resource HubNotebooksAI ModelsCommunityDownload MilvusJoin the Milvus Discord CommunityResourcesBlogGuidesResearchAnalyst ReportsWebinarsTrainingsPodcastsEventsTrust CenterStartup ProgramDefinitive Guide to Choosing a Vector Database CustomersBy Use CaseRetrieval Augmented GenerationView all use casesView by industryView all customer storiesFilevine and Zilliz Cloud: Transforming Legal Case Management with Vector SearchEnglish日本語한국어EspañolFrançaisDeutschItalianoPortuguêsРусскийBook a DemoLog inGet Started FreeEnglish日本語한국어EspañolFrançaisDeutschItalianoPortuguêsРусскийZilliz Cloud ServerlessHigh-Performance Vector DatabaseMade Serverless.Same features, but a fraction of the cost.Build GenAl apps without infrastructure worries. Zilliz Cloud Serverless provides an auto-scaling vector data…
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Are you Zilliz Cloud Serverless? Something off in this listing?
Agent-Ready Spec
Zilliz Cloud Serverless
Not Agent-Ready Yet

11

/ 100 (rubric v2.0)
Category

Database Management

Pricing model

Not advertised

Tier count

1

Free tier

No

Lowest paid entry

Sales-led

Self-serve / sales-only tiers

1 / 0

Public API docs

Public

Anonymous purchase path

No

Machine-readable pricing

Not published

Last refreshed

2026-05-09

Pricing intelligenceInsights extracted from zilliz.com/serverless
Pricing model

Sales-led pricing

Agent-purchase verdict
Human-assisted
30/100 · v2.1
Cheapest entry

Free tier (Free)

Actions
Open live pricing page
Verdict reflects Not Agent-Ready Yet status under rubric v2.0. Source observed at https://zilliz.com/serverless.
Agent-friendly features1 of 7 present
Discovery files and protocols
Side-channel signals — informational, not part of the score. Each protocol is independent; adoption signals the publisher is thinking about agent buyers.

ai-pricing.json

agents.txt

llms.txt

sitemap.xml

MCP Server Card

Agent Skills

x402 / MPP

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CompanyAgentically Inc. (d/b/a xpay✦)1875 Mission St, Ste 103San Francisco, CA 94103, United Stateslegal@xpay.sh · privacy@xpay.sh
or ask your AI app
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