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Picsellia logo

Picsellia

Approaching Agent-Ready
Agent-Ready SaaS Index · picsellia.com · scored 2026-05-09 · rubric v2.0
Score 62 / 100
Machine Learning
Self-serve checkout

Picsellia scores 62/100 on xpay's Agent-Ready Index v2: partial pricing visibility; self-serve checkout is available; usage-based / per-token pricing is published.

See Picsellia pricing summaryLive pricing page
Pricing
Picsellia pricing
As of 2026-05-09 · www.picsellia.com/pricing
Data Engine
$12000/yr
~$1000/mo equiv
Data management
Versioning
Preparation
Unlimited data storage
Dataset versioning
VisionAI Factory
$3000/yr
~$250/mo equiv
Model training
Experimentation
Deployment
Experiment tracking
Model registry
Reliability Engine
$6000/yr
~$500/mo equiv
Model monitoring
Performance tracking
Drift detection
Real-time monitoring
Anomaly detection
Labeler Seats
$120/user/yr
~$10/mo equiv
Unlimited annotation seats
Score breakdown · rubric v2.0
How Picsellia scores on the agent-ready dimensions

Public pricing visibility

15 / 15

Self-serve checkout

15 / 15

Public API + docs

0 / 20

Usage-based / metered pricing

20 / 20

Free entry path

0 / 7

No sales call required

7 / 7

Card / wallet / x402 payment

5 / 6

Machine-readable bonus (MCP / OpenAPI)

0 / 10

Total
62 / 100
Agent purchase verdict
Can an autonomous agent transact here?
Agent-ready
LLM score: 80/100

Can create account

Yes

Can enter payment method

Yes

Can upgrade plan

Yes

Can buy more usage

Yes

Can cancel online

Unknown

Payment methods

card

Human approval recommended

No

Pricing transparency

full

Purchase motion

self_serve

Demo required

No

Quote required

No

Annual commit required

No

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

Certifications

ISO27001

SSO / SAML

Unknown

RBAC

Unknown

Audit logs

Unknown

Competitive intel
Positioning & ecosystem
Headline

“Pay for what you actually use”

Buyer persona

enterprise

Agent purchase simulation
Six-step check: can an agent actually buy from Picsellia?
✓

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 Picsellia 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

Pay for what you actually use — Modular platform pricing plus usage-based costs. Scale from pilot to production with volume discounts that grow with you.

tier_count

1

lowest_paid_entry_usd

null

free_tier

false

free_tier_terms

null

per_unit_price

null

annual_required

true

self_serve_paid_tiers

1

sales_only_tiers

0

public_api_docs_url

null

api_docs_auth_walled

null

ai_pricing_json_present

false

agents_txt_present

false

anonymous_purchase_path

false

per_unit_classification

null

usage_headline_present

true

custom_tier_present

true

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: Pay for what you actually use
CTAs (40): Platform · Solutions · Resources · Pricing · Enterprise · About · Contact Sales · Start Free · Monthly · Annual · Data EngineData management & versioning€1,000/month · VisionAI FactoryModel training & deployment€250/month
PlatformSolutionsResourcesPricingEnterpriseAboutFRContact SalesStart FreeTransparent PricingPay for what you actually useModular platform pricing plus usage-based costs. Scale from pilot to production with volume discounts that grow with you.Platform ModulesChoose your modulesStart with Data Engine, then add VisionAI Factory and Reliability Engine as needed. Each module includes 3 user seats with the option to add more.MonthlyAnnualMost PopularData EngineData management, versioning, and preparation€1,000/month€12,000/year billed annuallyUnlimited data storageDataset versioningSmart data curationVisual similarity searchCLIP embeddingsMulti-format supportIncluded users3 seatsExtra user€500/moVisionAI FactoryModel training, experimentation, and deployment€250/month€3,000/year billed annuallyExperiment trackingModel registryPre-built pipelinesCustom training pipelinesOne-click GPU allocationModel deploymentIncluded users3 seatsExtra user€75/moRequires Data EngineReliability EngineModel monitoring, performance tracking, drift detection€500/month€6,000/year billed annuallyReal-time monitoringAnomaly detectionDrift detectionFeedback loopsContinuous trainingShadow deploymentsIncluded users3 seatsExtra user€150/moRequires Data EngineLabeler SeatsAdd annotation workforce access. Unlimited seats available.€10per labeler/monthAnnual€120/yearUsage-Based PricingVolume discounts that scale with youPay only for what you use. As your volume grows, your per-unit cost decreases automatically.Da…
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Agent-Ready Spec
Picsellia
Approaching Agent-Ready

62

/ 100 (rubric v2.0)
Category

Machine Learning

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

Auth-walled

Anonymous purchase path

No

Machine-readable pricing

Not published

Last refreshed

2026-05-09

Pricing intelligenceInsights extracted from www.picsellia.com/pricing
Pricing model

Tier-based subscription

Agent-purchase verdict
Agent-ready
80/100 · v2.1
Cheapest entry

Start Free Trial

Actions
Open live pricing page
Verdict reflects Approaching Agent-Ready status under rubric v2.0. Source observed at https://www.picsellia.com/pricing.
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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