clickworker ist eine führende Crowdsourcing-Plattform, die hochwertige, vielfältige und skalierbare Daten für das Training von KI- und Machine-Learning-Modellen bereitstellt. Sie nutzt eine globale Community von über 7 Millionen Freelancern, um Daten wie Bilder, Videos, Audio und Text nach spezifischen Projektanforderungen zu generieren, zu validieren und zu kennzeichnen.
DefinedCrowd ist ein führender Anbieter von hochwertigen KI-Trainingsdaten. Es nutzt eine globale Crowd, um Daten für maschinelle Lernmodelle zu sammeln, zu annotieren und anzureichern, spezialisiert auf Sprache, NLP und Computer Vision. Es bietet einen vollständig verwalteten Service, um Unternehmen dabei zu helfen, robuste und unvoreingenommene KI-Anwendungen in großem Maßstab zu erstellen.
clickworker ist eine führende Crowdsourcing-Plattform, die hochwertige, vielfältige und skalierbare Daten für das Training von KI- und Machine-Learning-Modellen bereitstellt. Sie nutzt eine globale Community von über 7 Millionen Freelancern, um Daten wie Bilder, Videos, Audio und Text nach spezifischen Projektanforderungen zu generieren, zu validieren und zu kennzeichnen.
DefinedCrowd ist ein führender Anbieter von hochwertigen KI-Trainingsdaten. Es nutzt eine globale Crowd, um Daten für maschinelle Lernmodelle zu sammeln, zu annotieren und anzureichern, spezialisiert auf Sprache, NLP und Computer Vision. Es bietet einen vollständig verwalteten Service, um Unternehmen dabei zu helfen, robuste und unvoreingenommene KI-Anwendungen in großem Maßstab zu erstellen.
| Feature | clickworker | DefinedCrowd |
|---|---|---|
| Hauptkategorie | Datenerfassung | Maschinelles Lernen |
| Hinzugefügt | 2025-08-07 | 2025-09-17 |
| Preismodell | Kostenpflichtig | Kostenpflichtig |
| Offizielle Website | www.clickworker.com | login.microsoftonline.com |
| Produkttyp | Website | Website |
| Performance data | ||
| Nutzerbewertung | Nicht verifiziert | Nicht verifiziert |
| Kommentare | 0 | 0 |
| Monatliche Besuche | 1.8M | 1.9B |
| Monatliches Wachstum | -1.5% | -4.8% |
| Favoriten | 87 | 86 |
| Details | Details ansehen | Details ansehen |
Compare clickworker and DefinedCrowd by monthly reach, traffic trend, visit depth, top regions, and acquisition sources.
In the clickworker vs DefinedCrowd monthly traffic comparison, clickworker currently shows 1.8M visits and DefinedCrowd shows 1.9B; DefinedCrowd has about 1,072 times the visible traffic of clickworker, an absolute difference of about 1.9B visits. This reflects visible reach, not feature quality or paid users.
Both tools provide verified traffic details, so monthly trends, visit depth, regions, and acquisition sources can be compared on the same basis.
| Country/region | Percentage | Traffic |
|---|---|---|
| 🇺🇸United States | 51.35% | 900.2K |
| 🇮🇳India | 25.57% | 448.3K |
| 🇮🇩Indonesia | 7.83% | 137.3K |
| 🇧🇷Brazil | 7.79% | 136.6K |
| 🇩🇪Germany | 7.46% | 130.8K |
| Source type | Percentage | Traffic |
|---|---|---|
| Direkt | 85.32% | 1.5M |
| Verweis | 7.67% | 134.5K |
| 7.01% | 122.9K |
| Country/region | Percentage | Traffic |
|---|---|---|
| 🇺🇸United States | 64.38% | 1.2B |
| 🇬🇧United Kingdom | 11.3% | 212.4M |
| 🇦🇺Australia | 8.42% | 158.2M |
| 🇨🇦Canada | 8.4% | 157.9M |
| 🇧🇷Brazil | 7.5% | 140.9M |
| Source type | Percentage | Traffic |
|---|---|---|
| Verweis | 71.82% | 1.3B |
| 22.69% | 426.4M | |
| Direkt | 5.49% | 103.2M |
This in-depth clickworker vs DefinedCrowd comparison uses only the product records, taxonomy, audience, traffic, and community signals available on this page. clickworker is primarily listed under “Datenerfassung”, while DefinedCrowd is primarily listed under “Maschinelles Lernen”, so the first decision is whether your actual task matches their recorded scope.
The structured fields currently show these decision-relevant differences: Primary category (clickworker: Datenerfassung; DefinedCrowd: Maschinelles Lernen); Monthly visits (clickworker: 1.8M; DefinedCrowd: 1.9B); Monthly growth (clickworker: -1.5%; DefinedCrowd: -4.8%); Favorites (clickworker: 87; DefinedCrowd: 86); Website (clickworker: www.clickworker.com; DefinedCrowd: login.microsoftonline.com). These facts are more useful for selection than brand visibility alone.
In the clickworker vs DefinedCrowd monthly traffic comparison, clickworker currently shows 1.8M visits and DefinedCrowd shows 1.9B; DefinedCrowd has about 1,072 times the visible traffic of clickworker, an absolute difference of about 1.9B visits. This reflects visible reach, not feature quality or paid users.
Both tools provide verified traffic details, so monthly trends, visit depth, regions, and acquisition sources can be compared on the same basis.
If public market visibility is an important first-pass criterion, investigate DefinedCrowd first. The final choice should still follow taxonomy, use case, and a real trial because higher traffic does not prove broader capabilities or better workflow fit.
clickworker and DefinedCrowd currently overlap in shared categories: Crowdsourcing; shared tags: KI-Trainingsdaten, Computer Vision, Crowdsourcing, Datenannotation, Datenlabeling und maschinelles Lernen. This can place both on the same shortlist, but it does not prove equal implementation, depth, or cost.
clickworker's unique categories/tags are Datenerfassung, Datenannotation, Mensch-in-der-Schleife, NLP und Stimmungsanalyse; DefinedCrowd's are Maschinelles Lernen, Datenlabeling, KI-Datenplattform, Datenerfassung, natürliche Sprachverarbeitung und Spracherkennung. These unique fields are the strongest differentiators: validate the product whose recorded scope matches the task instead of following traffic alone.
clickworker has no verified rating, 0 comments, 87 favorites, and 96 likes；DefinedCrowd has no verified rating, 0 comments, 86 favorites, and 80 likes。
Neither product has enough rating or comment samples for a credible reputation ranking.
Put clickworker on the priority trial list when the task aligns with “Datenerfassung” and especially Datenerfassung, Datenannotation, Mensch-in-der-Schleife, NLP und Stimmungsanalyse. This follows recorded positioning and does not imply unlisted capabilities are absent.
clickworker also currently records: pricing is paid, product type is website, 1.8M verified monthly visits, no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.
Put DefinedCrowd on the priority trial list when the task aligns with “Maschinelles Lernen” and especially Maschinelles Lernen, Datenlabeling, KI-Datenplattform, Datenerfassung, natürliche Sprachverarbeitung und Spracherkennung, or the users include KI/ML-Ingenieur, KI-Projektmanager, Chief Technology Officer und Datenwissenschaftler. This follows recorded positioning and does not imply unlisted capabilities are absent.
DefinedCrowd also currently records: pricing is paid, product type is website, 1.9B verified monthly visits, no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.
The available data describes positioning, public visibility, and community signals, but it cannot prove output quality, speed, integration effort, privacy, or long-term cost in your workflow. Before deciding, run the same representative tasks in clickworker and DefinedCrowd, then record completion time, accuracy, manual corrections, and the real paid threshold. A like-for-like trial turns this comparison into a defensible adoption decision.
