The Short Answer: Allocation Is the Difference#
A shared proxy is an outbound address or pool that more than one authenticated customer may use. A dedicated proxy is allocated to one customer under the provider's contract. Those labels describe allocation, not whether an address rotates, which network announces it, which client protocol reaches it, or whether a destination will accept it.
Start with a shared service when permitted requests are independent, a provider-managed pool fits the job, and measured cost per usable result is acceptable. Require a dedicated allocation when a system you control must allowlist a known source, one customer must be accountable for the address, or written capacity and replacement terms are operational requirements. Neither model is the universal winner: the correct answer comes from the requirement, contract, and a controlled pilot.
| Requirement | Starting candidate | Evidence required before purchase |
|---|---|---|
| Independent authorized observations with no fixed-IP dependency | Shared pool | Usable-response rate, latency distribution, exit coverage, contention at intended load, and billable traffic |
| Owned endpoint allowlists one auditable source address | Dedicated static allocation | Written exclusivity, replacement notice, failover address, capacity, and routing behavior |
| Short workflow needs one exit temporarily | Sticky session may be sufficient | Observed continuity window and behavior after exit failure; stickiness is not dedication |
| Official API, feed, export, or direct route already satisfies the task | No proxy first | Documented interface, quota, authorization, and total operating cost |
Separate Allocation, Persistence, Origin, and Protocol#
A useful comparison keeps four independent axes in the decision record. Collapsing them into one label creates false conclusions such as "dedicated means static residential" or "shared means rotating HTTP." Both statements can be wrong.
| Axis | Question it answers | Example values | What it does not prove |
|---|---|---|---|
| Allocation | Who may use the resource? | Shared among authenticated customers; dedicated to one customer; unspecified | Address persistence, network origin, protocol, speed, or destination acceptance |
| Persistence | How long should the exit remain the same? | Per connection, rotating, time-bound sticky, static until replacement | Whether another customer may also use it |
| Network origin | Which network announces the exit? | Datacenter, ISP, residential, mobile | Allocation or session duration |
| Client protocol | How does the client reach the proxy? | HTTP forwarding, HTTP CONNECT, SOCKS5 | Who owns the exit or where DNS runs in every client |
The static versus rotating proxy guide covers persistence and session state. The HTTP versus SOCKS5 comparison covers client-to-proxy protocol and DNS behavior. Allocation remains a separate contractual question.
Application state is separate again. RFC 6265 describes cookies exchanged between an origin and a user agent. Two customers using a shared exit do not thereby share browser cookie jars, account tokens, or local storage; those remain client and destination state. Conversely, buying a dedicated address does not erase or isolate application state unless the client and application architecture do so.
Compare Measurable Tradeoffs, Not Universal Claims#
A shared pool can expose a workload to changing exits, variable address history, and capacity used by other customers. A dedicated allocation can make address ownership, allowlisting, incident review, and route continuity easier to reason about. None of that proves that every shared proxy is slower or that every dedicated proxy has better reputation.
Observed performance depends on the gateway, exit, route distance, upstream capacity, destination, payload, client, DNS mode, connection reuse, concurrency, time window, and provider operations. Address treatment also depends on the destination's policy and evidence beyond the source IP. A dedicated address can begin with poor classification or acquire a history from the customer's own traffic. A well-operated shared pool can perform consistently for a compatible workload. Measure both under the same permitted test.
| Metric | How to record it | Why the average alone is insufficient |
|---|---|---|
| Usable-response rate | Validated outputs divided by logical tasks, with failures classified | An HTTP 200 can contain an error page, stale result, or wrong region |
| Latency | Median, p95, and p99 connect, TLS, first-byte, and total time | A mean hides tail delays and failure timeouts |
| Exit behavior | Observed IP, ASN, region estimate, reuse, and replacement timestamps | A plan label does not prove uniqueness or continuity |
| Capacity | Usable results and latency at several bounded concurrency levels | A single-request speed test does not reveal saturation |
| Error phase | Gateway authentication, DNS, connect, TLS, intermediary, destination, or validation | Changing the address cannot repair every failure class |
| Billable workload | Complete upload and download bytes, including permitted retries and failed responses | Payload size alone understates traffic cost |
When an intermediary emits Proxy-Status, RFC 9209 defines structured details for errors such as DNS, connection, and timeout failures. Use the field when present, but do not assume every intermediary implements it or that its report replaces client and destination logs.
What Dedicated Control Can and Cannot Buy#
A dedicated public exit is valuable when exclusivity itself satisfies a documented requirement. An owned service may allowlist it. A security team can associate outbound events with one customer. An incident process can quarantine one address without affecting unrelated customers. A contract may reserve capacity or define replacement and notification.
Exclusivity still has boundaries. The gateway hostname can be shared even when the public exit is dedicated. Routers, transit links, hosting infrastructure, and upstream providers remain shared systems. A static address can be replaced after maintenance, abuse review, routing change, or failure. A dedicated address does not guarantee unlimited concurrency, destination acceptance, anonymity, low latency, a particular geolocation, or immunity from blocks.
Before relying on the allocation, obtain written answers to these questions:
- Is the public exit address exclusive to one customer, and for what period?
- Can the provider or an upstream party originate other traffic through it?
- Is the address fixed, and what events permit replacement?
- How are replacement and failover communicated before an allowlist breaks?
- What bandwidth, concurrency, port, protocol, and destination restrictions apply?
- Are traffic, failed responses, uploads, setup, replacement, and support billed separately?
- Which logs prove allocation and incidents, and how long are they retained?
Run a Controlled Pilot Before Choosing#
Test the smallest workload that can disprove the proposed design. Use systems you own or are explicitly authorized to assess. Keep the client, destination, region, payload, connection policy, concurrency schedule, timeout, and validation rules the same for every candidate.
- Write the requirement first. State whether the job needs exclusivity, a fixed allowlisted address, temporary continuity, a particular network origin, or simply usable independent requests.
- Record the commercial terms. Capture the quoted allocation, billing unit, minimum order, included traffic, validity, replacement, support, and cancellation terms on the test date.
- Pin the client path. Record client and version, proxy protocol, DNS mode, TLS verification, gateway, authentication method, connection reuse, and session settings.
- Establish a direct baseline. Against an authorized endpoint, record response identity, status, connect and TLS timing, first byte, total time, and bytes without the proxy.
- Exercise representative load. Run bounded stages rather than a burst. Measure several concurrency levels, include actual response sizes, and preserve one total retry budget for each logical task.
- Observe the exit. The proxy checker can provide a point-in-time liveness, latency, protocol, and exit observation. Reproduce the result in the production client because one checker request cannot establish future availability or workload performance.
- Test declared boundaries. Verify sticky expiry or documented replacement on a non-sensitive endpoint. Use synthetic failures to confirm that authentication errors, blocks, challenges, and rate limits stop the workflow instead of triggering identity rotation.
- Compare usable outcomes. Validate the business output, classify every failure, and calculate complete cost per accepted output.
Apply one destination-level request budget across every exit. A block, CAPTCHA, login boundary, source objection, or unapproved 429 retry is a stop or review signal, not a reason to change addresses. Keep the pilot and production workload within the destination's rules and Databay's Acceptable Use Policy.
Normalize Cost Around the Same Usable Workload#
Shared pools are often sold by transferred gigabyte, request, port, or plan. Dedicated addresses are often sold per address and billing period, sometimes with included traffic and overage. Comparing only $/GB with $/IP-month does not identify the cheaper design.
Start with the same monthly workload. Estimate logical tasks, complete round-trip bytes per task, and a separately capped retry allowance. Then replace estimates with pilot measurements. The example below uses decimal units: 1 KB is 1,000 bytes and 1 GB is 1,000,000,000 bytes. Substitute the provider's documented billing convention when it differs. Use these normalization formulas:
monthly traffic GB = logical tasks × measured round-trip KB ÷ 1,000,000
shared all-in cost = plan minimum or billable GB cost
+ targeting and overage
+ engineering, validation, and incident cost
dedicated all-in cost = required addresses × price per address-period
+ traffic or overage
+ setup, replacement, failover, and operations
cost per usable outcome = all-in cost ÷ validated business outputs| Input | Source | Common omission |
|---|---|---|
| Logical task volume | Approved production forecast | Counting every retry as a new business result |
| Round-trip bytes | Pilot request and response measurements | Ignoring uploads, headers, failures, and browser assets |
| Usable-response rate | Content or operation validation | Treating all 2xx responses as usable |
| Required addresses | Allowlist and redundancy design | Buying extra addresses without a documented requirement |
| Minimums and expiry | Dated provider quote and terms | Comparing a volume-tier headline with entry usage |
| Operational effort | Engineering and incident records | Treating monitoring, replacement, and validation as free |
A shared pool may win at one volume and lose after validation or engineering cost. A dedicated allocation may be economical for a small fixed allowlist and wasteful for independent bandwidth-heavy tasks. Publish the assumptions, time window, exclusions, and sensitivity range with the result.
Use Requirement-First Decision Logic#
Choose by eliminating models that cannot satisfy a required property, then compare the remaining candidates by evidence.
- Authorization: confirm the destination, data, account, purpose, volume, retention, and downstream use are permitted. If not, no allocation model is appropriate.
- Official path: prefer an API, feed, export, direct integration, preview tool, or license when it meets the requirement.
- Exclusivity: if an owned endpoint must bind events or an allowlist to one customer's public address, require a written dedicated allocation.
- Continuity: if the need is only temporary route stability, test a sticky session before paying for long-term dedication. If a fixed address is required, document replacement and failover.
- Origin: select datacenter, ISP, residential, or mobile only when that network origin is a real variable. Do not infer origin from allocation.
- Protocol: choose HTTP or SOCKS5 from client and transport requirements, independently of allocation.
- Pilot: reject candidates that miss required region, continuity, capacity, validation, security, or support thresholds.
- Economics: choose among surviving designs by all-in cost per usable outcome, not a headline unit price.
Invalid decision rule: buying dedicated addresses to obtain guaranteed access, or buying more shared exits to continue after a destination refuses the workflow. Neither allocation creates permission or overrides a source control.
Keep a Reviewable Allocation Decision Record#
The final artifact should let another reviewer reproduce why the allocation was chosen. Store no raw proxy password, full credential URL, sensitive response body, or unnecessary personal data.
| Field | What to record |
|---|---|
| Authorization and owner | Approved systems, purpose, source rules, accountable owner, review date, and escalation contact |
| Required properties | Allocation, persistence, origin, protocol, locations, allowlists, capacity, and security constraints |
| Provider claim | Dated contract or documentation for exclusivity, replacement, billing, logs, and support |
| Pilot configuration | Client version, protocol, DNS, TLS, gateway, redacted plan, session mode, concurrency, timeout, and test window |
| Measured evidence | Validated outputs, error classes, latency percentiles, observed exits, traffic, capacity, and incident notes |
| Normalized economics | All-in monthly cost, cost per usable outcome, assumptions, exclusions, and sensitivity range |
| Decision and expiry | Chosen model, rejected alternatives, residual risks, approver, and date the evidence must be reviewed again |
Revisit the decision after a provider changes allocation terms, gateway behavior, pricing, network coverage, retention, or replacement policy; after the destination changes its approved interface; or when measured traffic and usable-response rates leave the tested range. A product name is not permanent evidence.



