Skip to content

Application hosting / PaaS: read the guide

Vercel

HostedPaaS

Agentic Infrastructure

Scanned 15 Oct 2026 · Schema v5 · features v21

From
$20/mo

Hobby free; Pro $20/month platform fee including one deploying seat and $20 monthly infrastructure credit, plus usage and $20/month for each additional deploying seat; Enterprise negotiated.

Free tier
Yes

Hobby: personal/non-commercial only, 4 active CPU-hours, 360 GB-memory-hours and 1M Function invocations/month; 100GB transfer and 1M CDN requests. Free plan has hard usage caps.

Isolation
Not disclosed

the public docs do not say

Regions
19

Stockholm, Sweden (eu-north-1) · Mumbai, India (ap-south-1) · Paris, France (eu-west-3) · Cleveland, USA (us-east-2) · Cape Town, South Africa (af-south-1) · Dublin, Ireland (eu-west-1) +13

Capabilities
32 / 61

7 partial · 22 fail · 0 not assessed

Agent readiness
10/11 · 11/11

read · drive, pre-login surface

Advertised for

Static/CDN and SSR web apps · Serverless HTTP APIs on Node.js, Bun, Python and other supported Functions runtimes · Custom OCI/Dockerfile HTTP container Functions · Multi service projects with deployment scoped service bindings and previews · Durable JavaScript/TypeScript/Python workflows · Hosted MCP servers and AI applications using Gateway/Connect

Built for

Developers, then semi-technical builders

  • · Homepage: coding agents deploy with Vercel API, CLI, MCP and Skills (https://vercel.com).
  • · Deep Functions/Dockerfile/region references and active-CPU infrastructure pricing (https://vercel.com/docs/functions.md; https://vercel.com/docs/functions/usage-and-pricing.md).
  • · Git-push deployments and full-stack Services previews (https://vercel.com/kb/guide/full-stack-preview-deployments-on-vercel.md).

01 Pricing Hobby free; Pro $20/month platform fee including one deploying seat and $20 monthly infrastructure credit, plus usage and $20/month for each additional deploying seat; Enterprise negotiated.

Tier EntryHobbyProTopEnterprise
Price $0/month$20/month platform + $20/month per additional deploying seat + usageCustom
Includes Personal/non-commercial free plan with hard monthly Functions and delivery quotas.One deploying seat, unlimited free Viewer seats, $20 monthly managed-infrastructure credit and the lowest Flat Rate CDN tier (1M CDN requests/1TB transfer capacity).Negotiated usage, support/SLA, Enterprise access controls and optional Secure Compute.
Transfer100 GB——
vCPU hours4 h——
Request count1000000——
Memory gb hours360 h——
Seats—1—
Seats overage —$20/seat—
vCPU hours overage —$0.128/h—
Request overage —$0.0000006 per request—
Memory gb hours overage —$0.0106/h—

Free tier: Hobby: personal/non-commercial only, 4 active CPU-hours, 360 GB-memory-hours and 1M Function invocations/month; 100GB transfer and 1M CDN requests. Free plan has hard usage caps.

Platform/team-month + additional deploying-seat-month + active CPU-hour + provisioned GB-memory-hour + per-invocation and product-specific infrastructure usage.·Card required: unconfirmed·vercel.com

Overages: Pro iad1 Functions: $0.128/active CPU-hour, $0.0106/GB-memory-hour, $0.60/1M invocations. Blob: $0.023/GB-month, $0.40/1M simple and $5/1M advanced operations, $0.05/GB transfer. Service Requests beta: $0.50/1M. CDN capacity tiers and regional resource rates apply; $20 monthly credit offsets eligible infrastructure.

02 Website design Desktop public website · assessed 15 Oct 2026

Complete assessment.

A restrained monochrome desktop website combines oversized sans-serif headings, generous whitespace and systematic alignment. Pricing uses a finely divided three-column grid with a pink trial accent; docs adapt the same visual language to navigation, terminal examples and outlined resource panels.

  • Editorial minimalism
  • Swiss-inspired
  • Landing page: captured
  • Pricing: captured
  • Docs: captured

03 Runtime Each fact carries its source; dots show confidence. Open a row for the evidence.

Isolation & lifecycle

Isolation primitive
Not disclosedthe public docs do not say
Persistence
Stateless Functions/container instances; durable application data is external to the instance in Blob, Global Config or Marketplace backing services. Workflows persist execution state and event logs across deployments/crashes.
Snapshots / forks
No

Resources & limits

Storage
Native Vercel Blob object storage; Global Config (renamed Edge Config) for globally replicated runtime configuration; Postgres/Redis/NoSQL/vector data through Marketplace providers such as Neon, Upstash and Supabase.
Limits & quotas
Fluid Functions: Hobby 2GB/1vCPU and 300s maximum; Pro/Enterprise up to 4GB/2vCPU, 300s default/800s GA maximum. Extended 1800s maximum is beta for specified Node.js/Bun/Python versions/configuration. Auto concurrency 30,000 (Hobby/Pro), 100,000+ Enterprise; payload 4.5MB; 1,024 shared file descriptors.
GPU
No

Access

Deploy interface
git-pushdockerfilecontainer-imageclisdkapimcpdashboardtemplate
SDK languages
TypeScriptJavaScriptPython

Network & secrets

Egress controls
Static outbound IPs on Pro/Enterprise; Enterprise Secure Compute adds dedicated VPC networks and VPC peering/VPN connectivity.
Secrets
Project environment variables (including sensitive values) and OIDC workload identity; Connect brokers short-lived scoped OAuth/API credentials.
Bring your own cloud
No

Placement & use

Jurisdiction
US vendor Vercel Inc.; 19 compute-capable regions worldwide, default iad1 (Washington, D.C., USA), plus 126 CDN PoPs across 94 cities in 51 countries.
Advertised workloads
Static/CDN and SSR web appsServerless HTTP APIs on Node.js, Bun, Python and other supported Functions runtimesCustom OCI/Dockerfile HTTP container FunctionsMulti service projects with deployment scoped service bindings and previewsDurable JavaScript/TypeScript/Python workflowsHosted MCP servers and AI applications using Gateway/Connect

04 Capabilities 32 pass · 7 partial · 22 fail · 61 of 61 assessed

  • Supported
  • Partially supported
  • Not supported
  • Not assessed

Compute & storage 3/11

Persistent diskStorage that survives restart/stop (not ephemeral-only).
Not supported
Object storageManaged S3-compatible / blob object store the platform PROVIDES to a user's workloads (buckets, presigned URLs). DISTINCT from persistent-disk (block/volume attached to an instance) and from a self-host dependency (source.self_host.deps[]=["object-storage"] is an infra dep to RUN an OSS tool — the opposite direction). SCOPE varies and matters: native first-class (Railway Buckets, Cloudflare R2) vs a sibling SKU / extension (Fly Tigris, Bunny Storage, DigitalOcean Spaces) — record which in the evidence quote / note. Admitted v15.
Supported
Snapshots / forkingSnapshot or copy-on-write fork of a running instance (filesystem-only counts). Whether the snapshot also restores memory + running processes is recorded separately by memory-snapshot (v19).
Not supported
Live-state (memory) snapshotsA snapshot / checkpoint / pause captures a running instance's MEMORY and PROCESS state and restores it, so running processes continue where they left off instead of a freshly booted instance with the same files. Counts whether user-triggered (snapshot, checkpoint, pause-to-storage) or used to restore pre-initialised state (memory snapshots for fast cold starts). Distinct from snapshots-forks (any snapshot or fork, including filesystem-only; a product passing that key may still fail this one) and from scale-to-zero (an idle-cost property; suspension may or may not keep memory). Actor multiplexing (see scale-to-zero) records its live-state half here — only when the suspended actor's MEMORY/process state is what comes back, not a freshly booted worker with the actor's files.
Not supported
Scale to zeroIdle instances suspend at no / negligible cost. ACTOR MULTIPLEXING (many suspended stateful actors sharing a small pool of pre-warmed workers, woken on request — Agent Substrate, AX, kagent; Rivet's hibernating actors) has NO key of its own (proposal REJECTED v20) — score the idle-cost half HERE and the live-state half under memory-snapshot; the oversubscription ratio / density is a performance characteristic the registry does not key.
Supported
GPU computeGPU-backed instances available.
Not supported
Multi-regionCompute placeable in more than one geographic region.
Supported
Sandbox templates / custom imagesBuild reusable sandbox/VM images from an OCI image or Dockerfile (a base you fork instances from).
Not supported
Cloud-init / ignition configCustomise a VM / microVM / instance at boot via cloud-init (or ignition) user-data — the same boot-metadata interface as AWS/Azure/GCP. Inject packages, users, SSH keys, files, and run-commands declaratively at launch. Distinct from sandbox-templates (a PREBUILT image you fork instances from) — this is PER-LAUNCH declarative customisation, not a baked image.
Not supported
Desktop / computer-use sandboxA virtual desktop (GUI) for LLM computer-use — browser + desktop automation, often via noVNC/VNC.
Not supported
Selectable isolation runtimeThe user chooses the isolation runtime per workload / environment / sandbox from more than one option (e.g. microVM vs gVisor vs plain container, native namespaces vs gVisor, gVisor vs VM). Records the CHOICE; the isolation_primitive facet still records the best-evidenced primary. A platform that switches runtime automatically without a user choice (e.g. gVisor forced for GPU) does not pass on that alone.
Not supported

Networking & delivery 6/9

Automatic HTTPSTLS endpoints provisioned automatically per workload.
Supported
Built-in reverse proxyPlatform routes external traffic to workload services.
Supported
Custom domainsBring-your-own domain via CNAME/DNS.
Supported
Public preview URLsShareable per-deploy / per-branch URLs.
Supported
Direct public IPv6Per-instance stable public IPv6 for raw TCP/UDP (beyond a managed HTTPS proxy) — e.g. mosh / raw sockets.
Not supported
Egress controlsConfigurable OUTBOUND network policy — egress firewall / allowlist / egress proxy on traffic LEAVING a workload. Scoped to OUTBOUND only (v15): private-network REACHABILITY between a user's own services is private-networking, not this. Static-egress-IP belongs here (an outbound concept).
Partially supported
Private networkingA platform-internal private network between a user's OWN services — service-to-service connectivity, VPC, service mesh, and/or service discovery, not exposed to the public internet. DISTINCT from egress-controls (OUTBOUND firewall/allowlist), reverse-proxy (PUBLIC inbound ingress), and direct-ipv6 (per-instance PUBLIC addressing). Admitted v15.
Supported
Email send / receiveSend and/or receive email from the workload.
Partially supported
Edge KV storeA globally-replicated key-value store read from WITHIN an edge runtime at the PoP (low-latency, eventually-consistent) — Cloudflare Workers KV, Deno KV, Fastly KV Store, Akamai EdgeKV, Vercel Edge Config. Distinct from first-party-db (a managed DATABASE service you provision and connect to) and from http-query-api (HTTP access to an external store) — edge-kv is colocated with the edge compute and read at the edge.
Supported

Developer access 7/10

Public APIDocumented programmatic API.
Supported
OpenAPI specMachine-readable OpenAPI / Swagger spec published.
Supported
CLIOfficial command-line tool.
Supported
SDKOfficial client library/libraries.
Supported
SSH accessDirect SSH into workloads.
Not supported
Filesystem APIRemote file operations over the API (list/read/write/watch/copy/upload) without SSH.
Not supported
Git deployDeploy from a Git repo / push-to-deploy.
Supported
Private container registryHosted private image registry.
Supported
E2B-compatible APIDrop-in compatibility with the E2B sandbox API/SDKs — existing E2B client code runs against this product by changing the endpoint/domain + key, with no business-code changes. E2B itself passes as the reference implementation. Distinct from public-api / sdk (the product has its own API — this key says it also speaks another vendor's) and from self-host-oss (a self-hosted E2B-compatible server is scored on both).
Not supported
HTTP data APIQuery / read / write the stored DATA over plain HTTP/REST (or GraphQL) WITHOUT the native protocol driver (Postgres wire / Redis RESP) — agent- and edge-friendly data access via fetch(). The DATA plane; distinct from public-api (a control-plane / management API). Auto-generated-from-schema REST/GraphQL (PostgREST, pg_graphql) is a flavour of this.
Supported

AI & agents 7/12

Built-in coding agentShips a first-party AI coding agent in the product.
Partially supported
Agent skillsInstallable / declarable agent skills or tools.
Supported
AI app builderPrompt-to-app / vibe-coding generation surface.
Supported
MCP serverExposes a Model Context Protocol server for agents.
Supported
MCP clientActs as an MCP client / consumes MCP tools.
Supported
MCP-server hostingRun/host MCP servers as a workload on the platform (distinct from exposing a first-party MCP control server — that is mcp-server).
Supported
LLM gatewayRoutes LLM API calls through the platform (multi-provider).
Supported
BYOK for LLMsBring-your-own LLM provider keys.
Supported
Model inference API (first-party)A FIRST-PARTY hosted LLM/model inference API — the provider serves its OWN catalogue of (usually open-weight) models behind a (typically OpenAI-compatible) endpoint, billed per token. Distinct from llm-gateway (a multi-PROVIDER proxy/router for YOUR calls to external providers like OpenAI/Anthropic) and from byok-llm (bring your own provider keys) — here the platform IS the inference provider, serving its own models.
Not supported
Autonomous QA agentA first-party AUTONOMOUS AI agent that QA-TESTS a running app / implementation — exercising it like a real user (clicking through flows, checking behaviour) and reporting bugs/defects (often back to a coding agent, or before a human review). Distinct from built-in-agent (a code-AUTHORING agent — this one VERIFIES the result, it does not write the feature; a product can ship both), from ai-guided-code-review (organises a diff for a HUMAN to review — not an autonomous tester), and from observability (runtime metrics/logs, not active testing).
Not supported
Credential-injection proxyThe platform holds real secrets OUTSIDE the workload and injects them on the wire (an egress / broker proxy swaps a placeholder or phantom token for the real credential on matching outbound requests), so code running in the sandbox — e.g. an untrusted agent — never sees or can exfiltrate the real key. Distinct from secrets-management (storage + injection INTO the workload as env vars/files — the workload holds the secret) and from egress-controls (outbound allow/deny POLICY; a product can have an allowlist without injecting credentials, and vice versa).
Not supported
Preinstalled coding agentThe platform installs and launches a THIRD-PARTY coding agent (a harnesses.yml entry — Claude Code, Codex, OpenCode, Pi ...) inside a workspace/sandbox it provisions, with the agent's auth wired in (your own account or API key), so you start an agent session rather than an empty box. Distinct from built-in-agent (a FIRST-PARTY agent the vendor ships) and from harnesses[] (which records that a harness CAN target the product, not that the product runs it for you).
Not supported

Data 0/4

First-party databasePlatform-provided managed database.
Not supported
Database branchingCopy-on-write branch of a DATABASE (schema + data) as a dev-lifecycle primitive — branch your data like code, usually instant via a metadata operation. Distinct from snapshots-forks (forks a running compute INSTANCE / VM state) and from preview-environments (a full per-PR environment that may USE a DB branch). For a data product a CoW branch maps HERE, not to snapshots-forks.
Partially supported
Vector searchFirst-class storage, indexing, and similarity search of vector embeddings — a native vector type/index or a managed vector DB. The data-layer primitive for RAG / semantic retrieval.
Partially supported
Ephemeral instant DB (no-signup)Provision a working, usable instance via a single command / HTTP call with NO account, signup, or card — typically time-boxed (expires unless claimed). A zero-onboarding path an agent can hit directly.
Not supported

Platform & operations 4/6

Scheduled tasksCron / scheduled job primitive.
Supported
Durable workflowsDurable execution / long-running workflow primitive.
Supported
Preview environmentsA full EPHEMERAL environment spun up per PR / branch — compute + addons + (often) a DB branch — torn down on merge. More than preview-urls (which is just a shareable URL for one deploy).
Partially supported
Built-in observabilityFirst-party metrics / logs / tracing / APM / profiling included in the platform (no third-party stack required to see what a workload is doing).
Supported
Managed CI/CD runnersPlatform-hosted, drop-in CI/CD runner VMs (GitHub Actions / GitLab), typically faster and cheaper than the CI vendor's own hosted runners, billed per runner-minute; isolated + ephemeral per job. Distinct from git-deploy (push-to-deploy of an APP) and scheduled-tasks (cron) — this is managed CI COMPUTE you point your existing pipelines at.
Not supported
Project template marketplaceA marketplace / gallery of prebuilt PROJECT STARTER templates (apps or websites) a user clones or launches a new project from and then customises — the "start from a template" surface of a builder / PaaS. Distinct from sandbox-templates (a COMPUTE base IMAGE you fork runtime INSTANCES from — Dockerfile / OCI), from app-builder (the prompt-to-app GENERATION surface — a product can have both), and from one-click OSS-app catalogues / helm-addon-marketplace (deploy a FINISHED app as-is, not a starter you build on).
Supported

Organisation & security 5/9

Built-in authPlatform-provided authentication / IAM for workloads.
Supported
SSO / SAMLEnterprise single sign-on.
Partially supported
Secrets managementFirst-class secrets storage / injection.
Supported
TeamsMulti-user team accounts.
Supported
SharingShare a running workload/resource via link (optionally gated).
Supported
BYOCRuns inside the customer's own cloud account.
Not supported
Deploy into customers' VPCsA SaaS vendor uses the platform to deploy and operate ITS software inside ITS CUSTOMERS' cloud accounts / VPCs (nested or "customer BYOC"), managed from the vendor's control plane. Distinct from byoc (your own workloads in your own cloud account).
Not supported
Workload identityThe platform gives each workload its own verifiable identity (OIDC token, SPIFFE SVID, cloud IAM federation) that it exchanges for short-lived credentials, so no long-lived static secret is stored or injected. Distinct from secrets-management (stores / injects static secrets) and credential-injection-proxy (swaps real secrets in on the wire).
Supported
Self-host / OSS coreOpen-source core that can be self-hosted.
Not supported

Proposed, not verified

Capabilities the scan saw but the registry does not track yet. A key is admitted only once two distinct products exhibit it. These are not scored.

  • Vercel Queuesmessage-queue

    “**[Vercel Queues](/docs/queues)** enqueue and execute those routes with reliability.” vercel.com

05 Agent readiness Pre-login surface · counts, not a grade

Can an agent read it?

parse-ability · docs, metadata, machine-readable surfaces

10/11

8 full · 2 partial · 91% of applicable checks

  • llms.txt
    Supported
  • llms-full.txt
    Supported
  • robots.txt AI policy
    Partially supported
  • JSON-LD
    Supported
  • Sitemap
    Supported
  • Meta tags
    Supported
  • Markdown negotiation
    Supported
  • Content efficiency
    Not supported
  • Docs discoverable
    Supported
  • Machine-readable pricing
    Supported
  • No anti-bot wall
    Partially supported

Can an agent drive it?

act-ability · APIs, SDKs, MCP, credentials, webhooks

11/11

10 full · 1 partial · 100% of applicable checks

  • Public API
    Supported
  • OpenAPI spec
    Supported
  • MCP server
    Supported
  • SDK packages
    Supported
  • Auth documented
    Supported
  • Self-serve credentials
    Supported
  • Webhooks
    Supported
  • CLI tool
    Supported
  • Error model
    Supported
  • Rate limits documented
    Partially supported
  • Agent config files
    Supported

06 Coding harnesses Which agents and IDEs are documented to run here

Advertised integrations 10

  • Claude Code Anthropic
    Supported

    Advertised platform management MCP/plugin integration, not execution of the harness inside Functions or Sandbox. OAuth/account bootstrap may require human authorization.

  • Codex CLI OpenAI
    Supported

    Advertised platform management MCP/plugin integration, not execution of the harness inside Functions or Sandbox. OAuth/account bootstrap may require human authorization.

  • Cursor Anysphere
    Supported

    Advertised platform management MCP/plugin integration, not execution of the harness inside Functions or Sandbox. OAuth/account bootstrap may require human authorization.

  • Windsurf Codeium
    Supported

    Advertised platform management MCP/plugin integration, not execution of the harness inside Functions or Sandbox. OAuth/account bootstrap may require human authorization.

  • Gemini CLI Google
    Supported

    Advertised platform management MCP/plugin integration, not execution of the harness inside Functions or Sandbox. OAuth/account bootstrap may require human authorization.

  • OpenCode opencode
    Supported

    Advertised platform management MCP/plugin integration, not execution of the harness inside Functions or Sandbox. OAuth/account bootstrap may require human authorization.

  • Cline Cline
    Supported

    Advertised platform management MCP/plugin integration, not execution of the harness inside Functions or Sandbox. OAuth/account bootstrap may require human authorization.

  • Kilo Code Kilo
    Supported

    Advertised platform management MCP/plugin integration, not execution of the harness inside Functions or Sandbox. OAuth/account bootstrap may require human authorization.

  • Zed Agent Zed
    Supported

    Advertised platform management MCP/plugin integration, not execution of the harness inside Functions or Sandbox. OAuth/account bootstrap may require human authorization.

  • GitHub Copilot GitHub
    Supported

    Advertised platform management MCP/plugin integration, not execution of the harness inside Functions or Sandbox. OAuth/account bootstrap may require human authorization.

Plausible compatibility 0

Derived, not stored: the product passes SSH access, so any CLI coding agent is installable inside it. This is plausible compatibility, not a supported integration.

No general shell access documented, so nothing is derived. Absence is not unsupported.

07 Compliance & regions Standards held, with ordinal rigor; never a score

Certifications held 10

  • ISO/IEC 27001
    certifiedhostedRendered held Compliance list confirms ISO/IEC 27001. The public FAQ still names 2013; do not infer a newer version or current report period without the gated certificate.
  • PCI DSS
    self-attestedhostedPublic FAQ specifies SAQ-D service-provider and SAQ-A merchant AOCs based on PCI DSS v4.0; not evidence of a QSA Level-1 assessment.
  • SOC 2 Type II
    certifiedhostedRendered Trust Center also lists SOC 2 and a SOC 2 report; no report contents were downloaded.
  • DORA
    self-attestedhostedRendered held compliance claim; no third-party certification asserted.
  • HIPAA
    self-attestedhostedHIPAA is not a certifiable standard. Enterprise scope/contractual requirements apply; public report listing is not proof every workload is HIPAA-compliant.
  • NIS 2
    self-attestedhostedRendered held compliance claim; no third-party certification asserted.
  • SOC 3
    certifiedhostedPresent in rendered held Compliance list and SOC 3 Report listing. Report contents/audit period not opened.
  • CCPA
    self-attestedhostedRendered Compliance also names CPRA; folded into the canonical California privacy-law entry, not an audit certification.
  • GDPR
    self-attestedhostedRendered held compliance claim; DPA/privacy documentation is public. GDPR has no certifying body.
  • PIPEDA
    self-attestedhostedRendered held compliance claim for Canadian privacy law, not an external certification.

Regions 19

  • Stockholm, Sweden (eu-north-1)arn1
  • Mumbai, India (ap-south-1)bom1
  • Paris, France (eu-west-3)cdg1
  • Cleveland, USA (us-east-2)cle1
  • Cape Town, South Africa (af-south-1)cpt1
  • Dublin, Ireland (eu-west-1)dub1
  • Frankfurt, Germany (eu-central-1)fra1
  • São Paulo, Brazil (sa-east-1)gru1
  • Hong Kong (ap-east-1)hkg1
  • Tokyo, Japan (ap-northeast-1)hnd1
  • Washington, D.C., USA (us-east-1)iad1
  • Seoul, South Korea (ap-northeast-2)icn1
  • Osaka, Japan (ap-northeast-3)kix1
  • London, United Kingdom (eu-west-2)lhr1
  • Portland, USA (us-west-2)pdx1
  • San Francisco, USA (us-west-1)sfo1
  • Singapore (ap-southeast-1)sin1
  • Sydney, Australia (ap-southeast-2)syd1
  • Montréal, Canada (ca-central-1)yul1

19 production compute regions; local dev1 excluded. Default Functions region iad1. Global CDN has 126 PoPs across 94 cities/51 countries. Region availability and multi-region/failover configuration are workload/plan dependent. Sandbox region inventory is not inherited.

08 Company & presence Facts only, not scored

Company

Headquarters
Not disclosed
Founded
4 Nov 2015
Team size
Not disclosed

Activity

Last release
2026-10-14: Amazon S3 joins the Vercel Marketplace (platform); the same dated global changelog also lists a Nemotron AI Gateway update. vercel.com
Last blog post
2026-10-14: Findings from the $1M Vercel Sandbox challenge is the latest vendor blog entry; 2026-10-09 Rillet customer story is the latest platform-relevant listed story. vercel.com

Presence 9

Links found on the public surface scanned; not an exhaustive search.

09 Sources & method How this entry was produced

Public surface only

Everything here was read from vercel.com's unauthenticated pages, docs, pricing and repository on 15 Oct 2026. Nothing behind a login was used.

Statuses, not scores

Capabilities are pass, partial or fail against a written rubric (features v21). “Not assessed” means the scan predates the key.

Confidence is separate

Each fact carries its own confidence. Low-confidence facts are shown, never hidden, so you can weigh them.

Schema
scan v5
Features registry
v21
Keys tracked today
61
Assessed on this entry
61
Something wrong on this page?
where do i run this.

An independent spec sheet for places to run code, and the code your agents write. Facts come from each product's public pages; every capability is a count, never a grade.

Verify

Pages change; so do prices. Verify on the vendor's site before you commit; every product page shows when it was read.

Where Do I Run This © 2026counts, not grades · public pages only