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← All cardsDOSSIER · AI search · FLAGSHIP · VERIFIED 2026-06-07
Perplexity72FlagshipBenchmark pendingCited search front door and web-grounded API platformVerified 2026-06-07

Dossier · AI search

Perplexity

Cited search front door and web-grounded API platform · last verified 2026-06-07

FlagshipEDITOR'S PICK
AI search
Perplexity
72/100
ROLECited search front door and web-grounded API platform
Editorial fit
72
Source quality
68
Citation honesty
56
Privacy controls
36
Value for money
52
Speed
85
FREEFree
$20/MOPro
$200/MOMax
FlagshipVerified 2026-06-07VP·METHOD

VERDICT HISTORY

  • Perplexity remains the cited-answer benchmark for consumer AI search, but the card now needs to treat Perplexity as two related products: the consumer answer engine and the API platform. The consumer product is useful for fast source maps and Deep Research drafts; the API platform is a separate developer surface with Sonar, Search, Agent, and Embeddings APIs. The hard editorial rule stays the same: citations are leads, not bibliography-ready evidence.
  • Production-readiness audit pass: editorsNote, pricing/privacy checked dates confirmed; Sonar/Search API token + per-request fee rows aligned with docs.perplexity.ai. benchmarkReady remains false intentionally until desk citation audit and Sonar latency runs land.

EDITOR'S NOTE

Desk hands-on 2026-06: Still useful for cited first passes, but the headline dropped after the Pro tier reshuffle left normal paying users behind. Citations make answers auditable — they do not make Perplexity honest about what you are buying.

AT A GLANCE

Cited answer engine and AI search platform with consumer Pro/Max search, Deep Research, Spaces/files, and developer APIs including Sonar, Search, Agent, and Embeddings.

Role: Cited search front door and web-grounded API platformCategory: AI searchEditorial · hands-on

Sixteen scored dimensions, Pro Search and Focus modes, Deep Research quotas, Sonar API ledger, competitive lens, and desk rows waiting for your citation benches.

PUBLIC FACTS · vendor & repo

List prices and pay-as-you-go entry points we can cite without running our own bench. Each tile links to a source when possible.

$20/moProperplexity.ai/pricing ↗
$200/moMaxperplexity.ai/pricing ↗
$10/moEducation Properplexity.ai/pricing ↗
$40/seat/moEnterprise Properplexity.ai/enterprise/pricing ↗
$325/seat/moEnterprise Maxperplexity.ai/enterprise/pricing ↗
$3 in · $15 out / 1MSonar Pro (API)docs.perplexity.ai pricing ↗

Limits & product surface

Non-price vendor claims — multipliers, caps, and API scope. Detailed matrices live in subscription and SDK sections below.

Search API
$5 / 1K requestsdocs.perplexity.ai pricing ↗
Pro API credits (included)
~$5/mo on Individual ProVendor plan copy ↗
Enterprise minimum seats
2 seatsperplexity.ai/enterprise/pricing ↗

HOW IT WORKS · agent loop

The public positioning for this product — the loop we score against on VerdictPal.

Ask with a lens

Pick Focus (Academic, Writing, Video, …) or Pro Search when the question needs multiple retrieval passes — name the lens in your methods.

Open every footnote

Citations are checkpoints, not decorations. If the card disagrees with the page, trust the page.

Set retention

Disable AI data retention for sensitive drafts on consumer tiers; route institutional work through Enterprise if policy requires it.

Budget API separately

Browser Pro ≠ Sonar bill. Wire API keys server-side; Pro’s included API credits are a taste, not a production quota.

METRIC LAB · 16 DIMENSIONS

Click a tile for the editorial note. Color follows score: coral, yellow, mint.

Shape

Avg 70 · 52–88

72Editorial fit

Default front door for cited desk research; not a reference manager or systematic review tool.

By group

Fit75
  • Editorial fit72
  • Search mode depth64
  • Academic Focus72
  • Deep Research depth78
  • Product polish88
Cost60
  • Value for money52
  • Free tier utility62
  • Limit clarity65
Trust68
  • Citation honesty56
  • Source quality68
  • Privacy & retention58
  • Enterprise readiness82
  • Citation density74
Workflow77
  • API developer fit70
  • Response speed85
  • Model picker75

SEARCH MODES · 8 lenses

One input box, many retrieval postures. Filter by tier.

01Free

Fast search

Default cited answer — quickest path for factual checks

02Pro

Pro Search

Multi-step retrieval and richer citations; quota varies by plan

03Free

Focus: Academic

Biases toward papers and scholarly domains — still verify each link

04Free

Focus: Writing

Drafting and rewrite assistance with web context

05Pro

Focus: Video

Video-centric discovery and summaries

06Pro

Deep Research

Long-form report with sections; burns dedicated Deep Research quota

07Pro

Labs

Experimental surfaces (features rotate — check release notes)

08Pro

Spaces

Shared threads with file upload and collaborator limits per plan

BENCHMARK LEDGER

Public rows are vendor or third-party claims we logged with a date. Desk rows are reserved for VerdictPal self-run results.

MeasureResultSource
Pro subscription20 USD / moperplexity.ai/pricing
Max subscription200 USD / moperplexity.ai/pricing
Education Pro10 USD / moperplexity.ai/pricing
Enterprise Pro40 USD / seat / moperplexity.ai/enterprise/pricing
Sonar Pro input3 USD / 1M tokensdocs.perplexity.ai
Sonar Pro output15 USD / 1M tokensdocs.perplexity.ai
Search APIRaw web results; no token charge per docs.5 USD / 1K requestsdocs.perplexity.ai
Sonar Pro Search (fast, low context)Pro Search fee tier; medium/high context costs more.6 USD / 1K requestsdocs.perplexity.ai
Sonar Pro Search (pro, low context)Multi-step Pro Search on API; requires streaming per docs.14 USD / 1K requestsdocs.perplexity.ai
API credits on ProBrowser Pro allowance; heavy API usage needs prepaid credits.5 USD / mo includedPlan marketing copy

HOSTED SUBSCRIPTION · checked 2026-06-07

Plan matrix

Browser plans from perplexity.ai/pricing and enterprise comparison May 2026. API billing is separate (Sonar / Search API).

CapabilityFreeProMax
Pro SearchLimited dailyUnlimited (vendor)Higher ceiling
Deep Research—Dedicated quota25× Enterprise Max vs Pro (vendor table)
Model pickerBasicAdvanced modelsWidest model access
File upload / SpacesLimitedHigher limitsMax uploads per vendor
API credits—~$5/mo includedCheck pricing page
AI data retention opt-outSettingsSettingsSettings
No training (enterprise)——Enterprise tiers
Education Pro—$10/mo verified—

perplexity.ai plans for browser research: Pro Search, Focus, Deep Research, and model access. This block is subscription pricing only — Sonar API is below.

Desk pick

Pro

$20/mo

Monthly · annual discount on pricing page

  • Unlimited Pro Search (vendor)
  • Deep Research quota
  • Advanced model picker
  • File upload and Spaces collaboration
  • ~$5/mo API credits (not unlimited API usage)

Max

$200/mo

Monthly · annual discount on pricing page

  • Highest consumer quotas on Deep Research and uploads
  • Widest model access per vendor matrix
  • For power users who hit Pro ceilings weekly

Education Pro ($10/mo) and Enterprise Pro/Max seats are on the same pricing hub — verify quotas on perplexity.ai/pricing before syllabus week. Max is rarely the right student default.

SONAR & SEARCH API · checked 2026-06-07

docs.perplexity.ai bills tokens plus per-request search fees. Pro Search on Sonar Pro adds multi-step fees by context size. Never ship API keys in front-end bundles.

Pay-as-you-go

Usage-based

API · prepaid credits

  • Sonar and Sonar Pro chat completions
  • Search API at $5 / 1K requests (raw results)
  • Pro Search fees on Sonar Pro ($6–$22 / 1K by mode and context)
  • No-training positioning on API docs — read terms per deployment

Pro subscriber credits

~$5/mo included

Bundled with browser Pro

  • Taste of API spend, not production quota
  • Buy additional credits when dashboards show burn
  • Same models as docs; separate invoice from $20 Pro seat

Endpoints · 3 routes

POST/chat/completions

Sonar family — citations in response; see model IDs in docs

POST/search

Search API — raw web results, per-request pricing

paramweb_search_options.search_type

fast | pro | auto — Pro Search multi-step fees apply on Sonar Pro

Token and request fees from docs.perplexity.ai May 2026. Stream required for API Pro Search per docs. Desk has not validated enterprise SLA.

Atlas bundle string · checked 2026-06-07

  • Consumer pricing should be checked against live Perplexity pricing before publication; prior desk data lists Free, Pro, Max, Education Pro, Enterprise Pro, and Enterprise Max. API pricing is separate: Sonar has token pricing and request fees by context size; Search, Agent, and Embeddings are separate API surfaces.

RESEARCH LOG · desk notes

What we learned while building this dossier — not vendor copy.

docs.perplexity.ai ↗

Browser Pro ≠ API bill

Students assume $20 Pro covers Sonar production traffic. Docs price tokens and per-1K search fees separately; included API credits are a small monthly allowance.

Privacy policy + product settings ↗

AI data retention is a settings toggle

Consumer tiers can disable retention for future queries. That is not the same contract as Enterprise no-training — syllabus should say which tier your institution bought.

perplexity.ai/enterprise/pricing ↗

Enterprise page publishes Pro vs Deep Research multipliers

enterprise/pricing compares Pro-query and Deep Research ceilings across Free, Pro, Enterprise Pro, and Enterprise Max — use it when procurement asks for quotas in writing.

VerdictPal desk pass

Academic Focus still surfaces forums

Desk pass ranked a Reddit thread above a handbook PDF on a policy question. Methods section should require domain allowlists for graded work.

COMPETITIVE LENS

Where Perplexity wins for cited research — and where a rival still belongs in the stack.

Scira is the open, mode-heavy workstation; Perplexity is the polished cited search app students already install. Pick Scira for MCP and self-host reviews; pick Perplexity for speed and brand-default trust.

Perplexity

  • Faster default answers and mobile polish
  • Enterprise procurement story further along
  • Students already know the UI from high school essays
  • Denser consumer marketing on citation features

Scira

  • 18 specialty modes vs Focus lenses
  • AGPL self-host for campus privacy reviews
  • MCP handoffs into Notion and GitHub
  • Separate X/Reddit API agents

UNDER THE HOOD

Vendors named on the product about page — useful for procurement and privacy reviews.

Answer engine
Perplexity
Models
OpenAI · Anthropic · Google · in-house Sonar
API
Sonar · Search API
Enterprise
SSO · SCIM · SOC 2 Type II (vendor claim)
Billing
Stripe (typical SaaS)
Open source
No public fork

DEEP PANES · 9 LENSES

Editorial lenses only. Subscription and API pricing live in their own sections above.

Lens 01

Pro Search

Pro Search is the multi-step retrieval mode — not just a faster model. It is what you want for contested questions; it is also what burns quotas on Free.

Desk rule
Log whether Pro Search was on in methods
API mirror
search_type pro on Sonar Pro
  • Compare Fast vs Pro Search on the same prompt once
  • When citations multiply, domain quality matters more than count

TEST SCENARIOS · hands-on lab

How we exercised the product. Step through each run before you trust the scores.

Test run

Step 1 of 5

Enable Academic Focus on a narrow course question with five required sources.

BEST FOR

  • First-pass source maps before opening library databases or primary sources
  • Policy, news, product, and current-web questions where dated URLs matter
  • Deep Research drafts that need a starting citation trail
  • Developers evaluating Sonar/Search APIs for web-grounded product features

AVOID IF

  • You plan to paste the answer into a graded bibliography without opening every citation
  • Your institution forbids cloud processing or model improvement on student writing and you have not verified the exact account tier/settings
  • You need paywalled PDF full text or library-grade systematic review coverage
  • You assume the consumer subscription and API platform have identical privacy, retention, and billing terms

STRENGTHS

  • Consumer answer engine with inline citations
  • Pro Search
  • Deep Research
  • Spaces/files
  • model selection on higher tiers
  • Enterprise controls
  • Sonar API
  • Search API
  • Agent API
  • Embeddings API
  • OpenAI-compatible API path

WEAKNESSES

  • Pro tier changes can degrade value for existing subscribers without clear migration
  • Deep Research can sound comprehensive while missing primary/paywalled sources
  • Consumer/Enterprise/API terms differ
  • API usage is pay-as-you-go and separate from consumer subscriptions
  • Source weighting may over-rank popular pages
  • Quotas can interrupt heavy workflows

HOW IT COULD IMPROVE

  • Value for money scores 52/100, the weakest dimension on this dossier. Addressing this would meaningfully raise the editorial fit.

EDITORIAL EVIDENCE · 4 ENTRIES

TASK

Run 25 questions across policy, product, academic-adjacent, technical-docs, and local/current events.

Pending.

↳ primary-source rate, weak-domain rate, broken-link rate, source freshness, claim-to-citation support.

TASK

Generate 5 Deep Research briefs and manually classify every cited source.

Pending.

↳ source diversity, overclaiming, missing primary docs, paywall handling, correction time.

TASK

Compare Sonar/Search API against Exa, You.com, Brave, and Scira API on 20 prompts.

Pending.

↳ latency, cost, citations, source usefulness, JSON consistency, retention clarity.

TASK

Inspect consumer settings, enterprise docs, and API terms for data retention/training boundaries.

Pending.

↳ default clarity, opt-out clarity, enterprise/API separation, file-upload boundary.

This tool is in the VerdictPal Citation Fidelity protocol — frozen question bank, dual-reviewer grading, results still pending. Citation Fidelity v0.1 →

PRIVACY DEEP-DIVE · checked 2026-06-07

Perplexity privacy differs by surface. Consumer Free/Pro/Max, Enterprise, and API usage should be evaluated separately. Treat search/chat, uploads, and account data as cloud-processed; tie no-training/retention claims to exact plan, setting, or agreement.

Training on your dataNot stated
EU data residencyEnterprise tier only
SOC 2 attestationNot documented
Local-first by defaultCloud only

APPEARS IN

Composed workflows on VerdictPal that reference this card, not vendor marketing.

Stacks

Playbooks

  • Trusted-source briefStudents who need to defend a short research answer without hiding behind AI output.

Showcases

WORKFLOW ROLES

How this tool fits into a composed research stack:

web discoverycited synthesis

QUALITY GATE · FLAGSHIP

Evidence ready
Benchmark pending
  • desk hands-on 2026-06-15: headline and metrics adjusted after desk trial.
  • Flagship in git 2026-05-30. Editorial synced to Notion. Interview pending for Public recommendation.
  • Next action: Run 25-question citation audit plus Sonar/Search API comparison against Exa, You.com, Brave, and Scira; verify consumer/API retention boundaries.
  • Has API: true
  • Public recommendation: false
Editorial · hands-onFlagship

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