IPQualityScore
IP reputation, email, phone, device, and transaction checks within a broader fraud platform.
Synthient vs IPQualityScore
Synthient vs IPQualityScore. Put evidence behind your decisions.
Give your risk engine the evidence to act. Synthient combines proxy provider names, device observations, behavior signals, and a risk score in one response, with bulk data for model development.
Why choose SynthientIntelligence for
Intelligence for
your workflow.
Choose Synthient for risk rules grounded in observed infrastructure and activity. Inspect the provider, device, and behavior signals alongside the score, then apply the evidence to your own decisions.
Why Synthient
Build your own risk rules with provider, device, and behavior evidence. Bring the data into your models through batch lookups and Parquet feeds.
Coverage and capacity
Synthient Researcher lookups / month
Start with API access sized for research and investigation. Custom quoted.
Synthient Parquet snapshots
Bring observations into your warehouse for rule analysis and model development. Feed access required.
Synthient IPs / batch request
Enrich up to 1,000 IPv4 or IPv6 addresses in one request.
Synthient vs IPQualityScoreThe details.
The details.
Side by side.
See how Synthient fits your detection, investigation, and data workflows.
| Capability | Synthient Infrastructure intelligence | IPQualityScoreDocumented offering |
|---|---|---|
| Primary evaluation | IP infrastructure, provider evidence, behavior, and network context. | IP reputation within a suite that also covers email, phone, and transaction checks. |
| Risk signals | A 0–100 risk score with behavior, provider, and device context. | Fraud score, proxy/VPN/Tor flags, bot status, and recent abuse. |
| Decision tuning | Use returned observations as inputs to your own rules and thresholds. | Request strictness and optional user context can affect fraud scoring. |
| Bulk workflow | Batch IP lookup plus Parquet feeds for warehouse ingestion. | CSV batch scoring; valid checks consume lookup credits. |
| Data access | Lookup API, Parquet snapshots, and continuous NDJSON Firehose. | Real-time IP risk lookups through the Proxy & VPN Detection API. |
| Getting started | Public live lookup and scoped evaluations; commercial plans are custom quoted. | Free: 1,000 monthly / 35 daily lookups. Startup: from $99/month, 5,000 monthly / 250 daily. |
Capabilities and included volumes reflect the plans and products named above.
Build with Synthient
Build rules from observed activity.
Give analysts and risk engineers the same evidence to work with. Synthient brings provider attribution, observed activity, and risk signals into your investigations, rules, and model development.
Investigate the risk
See provider names and behavior signals alongside the risk score. Use those fields to investigate flagged traffic and tune your rules.
Tune rules to your traffic
Use observation timestamps and device context to interpret an IP’s activity. Evaluate the signals against your own labeled outcomes.
Power your own models
Load hourly Parquet snapshots and daily rollups into your warehouse for analysis and model development.
Get started with SynthientSee Synthient
See Synthient
on your traffic.
Bring your use case to our team. Evaluate the data on your traffic and choose the access your integration needs.
- 01
Inspect the evidence
Bring representative IPs and review Synthient’s provider, device, and behavior fields. Identify the evidence your risk rules need.
- 02
Validate your rules
Evaluate Synthient on labeled traffic. Measure false positives, missed abuse, and review workload against the outcomes your team tracks.
- 03
Plan your integration
Map Synthient’s response fields into your risk engine and choose batch or feed access for model development. Talk to our team about your rollout.
Before you decideQuestions,
Questions,
answered.
What evidence does Synthient add to my risk engine?
Synthient returns attributed proxy and VPN providers, observed devices, behavior signals, and a 0–100 risk score. Use those fields to investigate traffic and build rules around the evidence relevant to your business.
Can I use the same risk threshold in both products?
No. A score is specific to the model and inputs that produce it. IPQS’s threshold guidance should not be copied directly to Synthient; calibrate against your own labeled traffic.
Does Synthient replace IPQS email and phone validation?
Synthient specializes in IP and infrastructure intelligence. Integrate its provider and behavior signals into your risk engine alongside the email, phone, and transaction checks your workflow requires.
How should I migrate from IPQS?
Start with Synthient’s IPQualityScore migration guide, map the fields you use, and test decisions alongside your existing integration before changing production rules.
Give your risk engine evidence to act on.
See Synthient’s provider, device, and behavior signals on your traffic. Request a demo to plan your API integration and bulk data access.