WHO, GBD, ECDC, CDC, ProMED, HealthMap, GIDEON, Our World in Data, BlueDot/Airfinity and ENCLAI — which source answers which question, what it costs, how fresh it is, and where each one, including ours, loses. Competitor facts were read on each organisation’s own site on ; every such cell carries a numbered source, and anything we could not confirm is marked rather than asserted.
Three kinds of thing get called "epidemiology data" and mixing them is the commonest mistake: modelled estimates (IHME GBD, WHO estimates), reported surveillance counts (national notifiable-disease systems, ECDC TESSy, CDC NNDSS), and event reports (WHO DON, ProMED). Pick by the question. This table says which source answers which question, what it costs, how fresh it is, and where ENCLAI fits — including where it does not.
✓ yes ✗ no ◐ partly — not stated on the organisation’s own pages (never shown as a cross). Hover a cell for the detail; the sources link on each row lists the footnotes behind it.
| Publisher of this page | Official bodies | Modelled & aggregated | Event-based & commercial | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Parameter | ENCLAI | WHO GHO | WHO DON | ECDC Atlas | CDC NNDSS | GBD | OWID | ProMED | HealthMap | GIDEON | BlueDot / Airfinity |
| What it contains | |||||||||||
| Counts and estimates | |||||||||||
| Reported surveillance case counts (official notifications) sources | ✓: harmonised national and international bulletins, disease × country × period | ◐: some indicators are country-reported, others WHO estimates | ✗ | ✓ | ✓ | ✗: modelled estimates, not notifications | ◐: re-hosts WHO/GBD series | ✗ | ✗ | ◐: curated counts and surveys from ministry publications and journals | — |
| Modelled burden estimates (incidence, deaths, DALYs) sources | ✗: we do not model — by design | ✓ | ✗ | ✗ | ✗ | ✓ | ✓: re-hosts GBD and WHO estimates | ✗ | ✗ | ✗ | — |
| Events and signals | |||||||||||
| Outbreak event reports and narratives sources | ✓: dated outbreak reports per disease × country: the outbreak, the pathogen, transmission and reservoirs, clinical picture, epidemiology and seasonality, public-health significance; referenced, Zenodo DOI (read on enclai.net/outbreaks/cholera-nga-202609, 7 Nov 2026) | ✗ | ✓ | ✗ | ✗ | ✗ | ✗ | ✓ | ✓ | ✓: outbreak history (30,000–40,000+ outbreaks, vendor figures) | ✓ |
| Early-warning or informal signals (before an official bulletin) sources | ✓: a separate signals layer, labelled unconfirmed and kept apart from the counts | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✓ | ✓ | ✗ | ✓ |
| Forecasts or risk scores sources | ✗: never forecasts — by design | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✓: BlueDot forecasting models; Airfinity FRIDA respiratory forecasts |
| Coverage and detail | |||||||||||
| Geography | |||||||||||
| 190+ countries and territories sources | ✓: 232 country pages | ✓ | ✓ | ✗: 30 EU/EEA countries | ✗: United States | ✓: 204 countries and territories | ✓ | ✓ | ✓ | ✓: 230+ or 240+ (vendor pages disagree) | — |
| Sub-national detail sources | ◐: sub-national rows where the authority publishes them; drill-down on paid plans | ✗ | ✗ | ✗ | ✓: state, local and territorial reporting | ✓: 660 subnational locations | ✗ | ✗ | ◐: events mapped to places | — | — |
| Granularity and depth | |||||||||||
| Age and sex breakdowns sources | ✗: totals only | ◐ | ✗ | ◐: ECDC says 'a variety of tables and maps'; age/sex availability not re-verified | ◐ | ✓ | ◐ | ✗ | ✗ | — | — |
| History before 2015 sources | ◐: sparse before 2015 | ✓ | ✓ | ✓ | ✓ | ✓: 1990 onward | ✓ | ✓: 31-year archive | ✓: since 2006 | ✓: vendor claims data back to 1348 AD | — |
| Provenance | |||||||||||
| Names the reporting authority behind each figure sources | ✓: disease, country and disease×country pages name the publishing authorities; national feed identifiers stay on the paid tier | ◐ | ✓ | ✓ | ✓ | ✗: modelled from many inputs | ✓ | ✓ | ✓ | ✓ | — |
| Freshness | |||||||||||
| Cadence | |||||||||||
| Updated daily or faster sources | ✓: pages re-rendered daily; each states the date its counts run to | — | ✗: ≈3–4 items a month in 2026 | ✗: annual, monthly or weekly by topic | ✗: weekly provisional | ✗: new round per GBD cycle (GBD 2023 launched 12 Oct 2025) | — | ✓ | ✓ | ✓: vendor: updated every day | — |
| Weekly series available sources | ✓ | — | ✗ | ✓: influenza, West Nile virus, diphtheria, Zika | ✓: weekly provisional tables on data.cdc.gov | ✗ | — | ✗ | ✗ | — | — |
| Dating | |||||||||||
| States the date each figure runs to sources | ✓: every opener reads 'As of <date>' | ◐ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | — | — |
| Access, licence, price | |||||||||||
| Cost | |||||||||||
| Free to read sources | ✓: public pages free; exports and API on paid plans | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ◐: 5 full articles a month on the $0 tier | ✓ | ✗: paid subscription, custom pricing | ✗: demo / consultation only |
| Price published on the site sources | ✓: enclai.net/pricing | ✓ | ✓ | ✓ | ✓ | ◐: free non-commercial; commercial price on request | ✓ | ✓ | ✓ | ✗: custom pricing | ✗: not published |
| Reuse | |||||||||||
| Open licence allowing commercial reuse sources | ◐: outbreak reports and released datasets CC BY 4.0; exports/API under plan terms | ✗: WHO terms: non-commercial with acknowledgement | ✗ | ✓: CC BY 4.0 with mandated credit line | ✓: public domain | ✗: non-commercial agreement; commercial licence separately | ✓: CC BY 4.0 for OWID-produced data; third-party data keep their provider's licence | ✗: commercial use: price on request | — | ✗ | ✗ |
| Programmatic access (API or bulk download) sources | ◐: API and exports on paid plans; public pages and CC BY datasets free | ✓: OData API | ✓: WHO API (observed) | ✓: Atlas REST service | ✓: data.cdc.gov | ✓: GHDx downloads | ✓ | ◐: API on the commercial tier | — | ◐: API as a paid add-on | — |
| Citable DOIs for datasets or reports sources | ✓: Zenodo DOIs for datasets and outbreak reports | — | ✗ | — | — | ✓: Lancet capstones; GHDx records | ◐: citation guidance per chart | ✗ | ✗ | ✗ | ✗ |
| Genomics and resistance | |||||||||||
| Pathogen biology | |||||||||||
| Genomic lineage / clade context | ✓: lineage circulation for 6 viral pathogens across 168 countries (enclai.net/genomics) | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | — |
| Antimicrobial-resistance data sources | ✓: 2.97 M isolate genotypes, 102 organisms | — | ✗ | ✓: AMR is one of the Atlas health topics | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | — |
| Score✓ = 1 · ◐ = ½ · ✗ and — = 0 · out of 20 | 15/20 | 8/204 not stated | 8/20 | 10½/201 not stated | 10½/201 not stated | 9½/20 | 10½/202 not stated | 9/20 | 9½/202 not stated | 6/204 not stated | 3/2013 not stated |
The score is a plain count of the cells above and nothing more. Two cautions: we chose the 20 parameters, and a cell we could not confirm on an organisation’s own pages scores zero, which penalises the vendors that publish least (BlueDot / Airfinity, GIDEON). Read the score together with the sources, not instead of them.
The same cells, counted only over the parameters that matter for one kind of question.
| Source | Type of data | Scope | Freshness | Country coverage | Access / licence | Best for | Not for | Source URL |
|---|---|---|---|---|---|---|---|---|
| IHME GBD | modelled estimates (mortality, incidence, prevalence, YLDs, DALYs, HALE, risk-attributable burden) 2 | GBD 2023: 375 diseases and injuries, 88 risk factors (292 causes of death), 1990→2023 23 | new round per GBD cycle; GBD 2023 launched 12 Oct 2025 (IHME does not state a fixed interval) 32 | 204 countries and territories + 660 subnational locations 123 | free for non-commercial users under IHME's Free-of-Charge Non-Commercial User Agreement; commercial use needs a separate licence from IHME; site text/graphs CC BY-NC-ND 4.0 245 | burden comparisons, risk factors | this week's cases | healthdata.org/research-analysis/gbd · ghdx.healthdata.org/gbd-2023 12 |
| WHO GHO | mix of reported indicators and WHO estimates (characterisation; WHO's pages do not label it this way) 6 | 3,091 indicator records returned by the GHO OData API on 2026-11-07 (WHO states no count on the GHO site) 76 | varies by indicator; WHO states no cadence (most series are annual — HEURISTIC, unverified) 6 | WHO Member States (194 — standard WHO fact, not re-verified this session) 6 | free to read; WHO terms: non-commercial / not-for-profit public-health use with acknowledgement, publication of data "shall remain under the control of WHO"; WHO publications CC BY-NC-SA 3.0 IGO; no CC BY 4.0 found on GHO or WHO policy pages 8910 | official annual indicators | outbreak counts | who.int/data/gho 6 |
| WHO Disease Outbreak News | event reports: "information on confirmed and potential acute public health events of concern across all hazards"; explicitly "not an exhaustive list" 11 | selected events WHO assesses 11 | irregular; 15 items between 2 Jul and 6 Nov 2026 (≈3–4 per month), most recent 6 Nov 2026 12 | global (recent items: DRC/Kenya/Nigeria, Saudi Arabia, France, Russian Federation, WHO African Region) 12 | free to read; reuse under WHO terms (non-commercial; publications CC BY-NC-SA 3.0 IGO; commercial use needs permission) 910 | authoritative narrative on a declared event | systematic counts, every outbreak | who.int/emergencies/disease-outbreak-news 11 |
| ECDC Surveillance Atlas | reported case notifications collated from Member States via TESSy 13 | 61 health topics in the Atlas default dataset (57 diseases/infections + AMR + 3 healthcare-associated-infection topics) 14 | annual for most topics; monthly for measles/rubella; weekly datasets for influenza, West Nile virus, diphtheria, Zika 1415 | 30 EU/EEA countries 15 | free; ECDC material CC BY 4.0; Member-State data reusable (commercial or not) with the required credit line "Dataset provided by ECDC based on data provided by public health authorities" 16 | EU harmonised comparisons by age/sex | outside Europe | atlas.ecdc.europa.eu 1314 |
| CDC NNDSS (data.cdc.gov · CDC Stacks · WONDER) | reported cases: weekly tables = provisional; annual tables = finalized 17 | US nationally notifiable infectious conditions 17 | weekly provisional (data.cdc.gov, 2014→); finalized annually (WONDER annual summary query, 2016→; CDC Stacks) 1718 | state, local and territorial health departments 19 | public domain (most CDC content; third-party material excepted) 20 | US weekly counts | other countries | cdc.gov/nndss/infectious-disease · data.cdc.gov · wonder.cdc.gov 1718 |
| ProMED (ISID) | moderated event reports, One Health: "infectious diseases and toxins affecting humans, animals and plants" 21 | all pathogens, human/animal/plant 21 | same-day; "5-20 critical health events daily", 24/7; 5 posts dated 7 Nov 2026 on the homepage 2221 | global ("subscribers in almost every country in the world") 21 | freemium: $0 web tier = 5 full articles/month; Standard $10/mo or $100/yr = 30 articles/month; Pro $1,000/user/yr = unlimited + email alerts; Commercial/Government/Academic = price on request (API, org accounts). Archive search unlimited in every tier 23 | earliest human-curated signals | counts, time series | promedmail.org 22 |
| HealthMap | automated, NLP-classified events from "online news aggregators, eyewitness reports, expert-curated discussions and validated official reports" 24 | infectious-disease events (no pathogen list stated) 24 | continuous, "24/7/365" (no hourly figure stated) 24 | global (vendor description) 24 | "freely accessible"; Boston Children's Hospital, founded 2006 24 | map of media-reported events | official counts | healthmap.org 24 |
| GIDEON | curated disease × country epidemiology, outbreak history, pathogen/drug/vaccine reference (vendor description) 2526 | vendor figures differ by page: epidemiology-database page 370+ diseases, 230+ countries/territories, 30,000+ outbreaks, 100,000+ surveys 25; features page 370+ diseases, 240+ countries/territories, 40,000+ outbreaks, 130,000+ surveys 26 | "Daily updates" / "Updated every day" (vendor) 2627 | 230+ or 240+ countries and territories (vendor, inconsistent) 2526 | paid subscription, custom pricing, no public price (Institution and Professional plans; API is an optional add-on with R/Python wrappers) 27 | historical outbreak reference, diagnosis support | live surveillance | gideononline.com/epidemiology-database · gideononline.com/features · gideononline.com/plans 252627 |
| Our World in Data | re-hosted and OWID-curated series from WHO, World Bank, OECD, UN and IHME GBD (causes of death, risk factors) 2930 | selected topics 29 | as sources update (OWID states no cadence) 29 | global (not stated on pages fetched) 29 | OWID-produced data and charts CC BY 4.0; third-party data "subject to the license terms of those providers" — e.g. GBD-derived series inherit IHME's terms 29 | charts, teaching, long series | national weekly bulletins | ourworldindata.org 29 |
| BlueDot · Airfinity | enterprise outbreak/biorisk intelligence: BlueDot = outbreak alerts, structured data assets, forecasting models, expert risk assessments; Airfinity = One ID platform, Biorisk Intel, FRIDA respiratory forecasts, Nexa drug/vaccine demand, obesity/CVRM intelligence 3132 | BlueDot "190+ infectious diseases and syndromes"; Airfinity "hundreds of global data sources" 3132 | BlueDot "always-on"; Airfinity "near real-time", "continuously updated" (no cadence stated by either) 3132 | global (vendor) 3132 | pricing not published — demo/consultation only. Buyers: BlueDot "governments and global enterprises" (logos: ASEAN, City of Chicago, Air Canada, NIID, Meiji, Taiwan CDC, Reckitt, NATO); Airfinity: pharma & life sciences, governments & healthcare authorities, non-life-science organisations ("9 out of 10 of the largest pharmaceutical providers within infectious diseases") 3132 | enterprise risk teams | open access | bluedot.global · airfinity.com 3132 |
| ENCLAI | reported surveillance counts from national and international bulletins, harmonised to disease × country × period; separate early-warning signals; genomic context; source-linked news | 205 diseases; 444 monitored feeds | daily (pages re-rendered every 15 min; dateModified live) | 232 countries/territories with records; 1,230 disease × country pages | free public pages; paid plans for exports/API; CC BY 4.0 outbreak reports with DOIs | cross-country reported-case comparison this year; "how many X cases in Y in 2026"; which country publishes what | modelled burden, DALYs, mortality estimates, clinical guidance | enclai.net/methodology |
| Question | Go to |
|---|---|
| How big is the burden of X, globally or by country? | GBD (modelled) |
| How many reported cases of X in country Y this year, and how does Y compare with its neighbours? | ENCLAI (reported) · the national portal for the raw bulletin |
| What did WHO say about outbreak Z? | WHO DON |
| EU incidence of X by age? | ECDC Atlas |
| US weekly count of X? | NNDSS weekly provisional tables (data.cdc.gov) |
| What is the earliest signal of something new? | ProMED · HealthMap · ENCLAI signals (labelled unconfirmed) |
| Which strains are circulating? | GISAID · Nextstrain · PubMLST · ENCLAI genomics (context only) |
All accessed 7 November 2026. verified = read on the organisation’s own page or returned by its API that day · vendor-claim = stated by the vendor, no independent check possible · unverifiable = not stated on any page reached.
len(value)), HTTP 200, 413,958 bytes.verified (deterministic)CURRENT.GENERAL, from …/rest/GetDatasets) — 61 health topics: Anthrax, Antimicrobial resistance, Arenavirus infection, Botulism, Brucellosis, Campylobacteriosis, CCHF, Chikungunya, Chlamydia, Cholera, Congenital syphilis, Cryptosporidiosis, Dengue, Diphtheria, Echinococcosis, Ebola/Marburg, Giardiasis, Gonorrhoea, Invasive H. influenzae, HAI-CDI, HAI-ICU, HAI-SSI, Hantavirus, Hepatitis A/B/C, HIV/AIDS, Influenza, Legionnaires', Leptospirosis, LGV, Listeriosis, Lyme neuroborreliosis, Malaria, Measles, IMD, Tetanus, Pertussis, Plague, IPD, Q fever, Rabies, RVF, RSV, Rubella, Salmonellosis, Shigellosis, Syphilis, TBE, Mumps, Congenital toxoplasmosis, Trichinellosis, TB, Tularaemia, vCJD, Other VHF, STEC/VTEC, WNV, Yellow fever, Yersiniosis, Zika. GetDatasets (1,297 datasets) shows cadence codes *.YEARLY (most), MEASRUBE.MONTHLY, INFL.WEEKLY, WNF.WEEKLY, DIPH.WEEKLY, ZIKV.WEEKLY.verified (deterministic)/site/about returns 404.)verified/pricing/ returns 404.)verifiedLast reviewed 7 November 2026 by Dr Natalya Mathur. Corrections: contact. This page is re-verified quarterly; the review date above is the only claim to currency.
One email a day: what changed in official disease reporting worldwide, with the source named for every number. Reported facts only — no forecasts and no interpretation.