Graphext vs Aidoc
A detailed comparison to help you choose between Graphext and Aidoc.
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Verdict: Aidoc wins
Aidoc scores 4.2/5, edging out Graphext at 3.7/5. Hospital radiology departments and integrated health systems with meaningful acute imaging volumes that want one governed platform for many FDA-cleared triage algorithms instead of a stack of point solutions.
Graphext AI-powered data exploration for teams | Aidoc AI powered radiology image analysis platform | |
|---|---|---|
| Rating | 3.7 (1 review) | 4.2 (1 review) |
| Pricing Model | freemium | paid |
| Starting Price | Free tier available | From $10000/mo |
| Best For | Analysts and research teams segmenting messy qualitative data — surveys, support tickets, social and ad-response data — who want clustering and sentiment without writing code. | Hospital radiology departments and integrated health systems with meaningful acute imaging volumes that want one governed platform for many FDA-cleared triage algorithms instead of a stack of point solutions. |
| Free Tier | ||
| API Access | ||
| Team Features | ||
| Open Source | ||
| Tags | team featuresfree tier | api accessteam featuresgdpr compliant |
| Visit Graphext → | Visit Aidoc → |
Graphext
Pros
- + Linked cross-filtering is the fastest I have tested for hypothesis-driven exploration: selecting a cluster updates every chart immediately
- + AI features (chat over data, sentiment extraction, enrichment) are included in every plan price, not metered per call — confirmed in the vendor's pricing FAQ
- + Pro pricing is flat rather than per-seat creep: $150/month covers unlimited rows and projects with 2 editor seats included (annual saves 20%)
- + Handles free text natively — sentiment and theme tags on support tickets and survey verbatims without a preprocessing pipeline
- + Free plan needs no credit card and genuinely runs the full workflow up to 4,000 rows and 4 projects
Cons
- - Free plan caps at 4,000 rows — a 10,000-row ticket export exceeded it immediately in my test, so real pilots need Pro
- - No documented semantic layer or row-level security at self-serve tiers; governance features sit behind Enterprise SSO/private cloud
- - Connector set is warehouses plus files (Snowflake, BigQuery, Redshift, Azure, Excel/CSV/Google Sheets/Notion) — no SaaS app catalog
- - The Tractor social-scraping add-on requires a separate paid Apify account (lowest Apify tier documented at $50/month)
- - Small vendor (11-50 employees) with one disclosed VC round ($4.6M, June 2023) — procurement will probe durability
Aidoc
Pros
- + Widest FDA-cleared acute triage portfolio I have reviewed: 31 authorisations on the FDA's December 2025 list, plus the first multi-indication clearance covering 14 abdominal CT findings in one workflow
- + Multi-triage consolidation meaningfully reduces alert noise — one flagged study produces one stacked panel, not one pop-up per algorithm
- + Real-world deployment evidence: Mercy Health documented urgent case turnaround falling from 19.8h to 1.3h across 50+ hospitals, with 5,642 patients expedited from 50,749 flagged findings
- + Vendor-neutral aiOS layer lets a health system run third-party and Aidoc algorithms through one governance and notification stack (17 FDA-cleared algorithms deployed at Hartford HealthCare)
- + Care Coordination and Patient Management close the loop beyond triage: mobile alerts with image context, and report mining that routes incidental findings to facility-defined follow-up protocols
Cons
- - No public pricing, no trial, no free tier — third-party estimates of ~$50k/site/year baseline with $8k-$15k per extra module are unverifiable until you are deep in a sales process
- - Hospital-only: requires PACS/RIS/EHR integration work, so it is irrelevant to individual clinicians, small practices and low-volume facilities
- - 510(k) clearance for most modules does not itself require independent clinical performance data (per JAMA Network Open) — buyers should demand the study set, not just the clearance count
- - No public changelog for algorithm updates, which is a real gap for a system whose output feeds clinical decisions
- - Vendor performance figures (order-of-magnitude false-alert reduction, 1,600+ hospitals) are company claims I could not independently audit
Frequently Asked Questions
Which is better, Graphext or Aidoc?▼
Aidoc scores higher at 4.2/5 vs 3.7/5 for Graphext, making it the better-rated option in our comparison.
What is the difference between Graphext and Aidoc?▼
Graphext: Graphext is a visual data-exploration tool for analysing surveys, support tickets and other messy data, with clustering charts, AI chat and automatic sentiment tagging. Aidoc: Aidoc analyses medical imaging to flag urgent findings for radiologists and care teams, prioritising the cases that need attention first.
Is Graphext or Aidoc more affordable?▼
Graphext starts at €0/mo, Aidoc starts at €10000/mo. Check the comparison table above for current pricing.
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