Appen records 665,840 monthly visits with +0.2% month-over-month growth and Contact for Pricing pricing. VBA Code Generator records 2,568 monthly visits with +58.6% growth and Freemium pricing.
Human-validated training data and evaluation services for frontier AI models
Describe your task, get ready-to-use Excel VBA macro code
| Dimension / Metric | | |
|---|---|---|
| Official Domain | appen.com | vbacodegenerator.com |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 665.84K (665,840) | 2.57K (2,568) |
| MoM Traffic Delta | +1.1K (+0.2%) | +949 (+58.6%) |
| Primary Market & Share | 🇺🇸 United States (22%) | 🇯🇵 Japan (68.1%) |
| Direct Visits / mo | 238.31K | 960 |
| User Rating | 4.4 | 3.9 |
| Supported Platforms | Website | Website |
Human-validated training data and evaluation services for frontier AI models
Chain-of-thought reasoning traces, SME-level RLHF, supervised fine-tuning demonstrations and adversarial red teaming for the most capable models.
Golden trajectories, RL environment design, failure-mode taxonomies and software-engineering-driven deep evaluation for autonomous agents.
Multilingual ASR and conversational speech data, expressive TTS annotation, vision-language model training data, video action labelling and voice-agent evaluation.
LiDAR point-cloud labeling, multi-camera sensor fusion, robot demonstration trajectories, world-model rollouts and embodied interaction logs.
Describe your task, get ready-to-use Excel VBA macro code
Describe the automation you need in everyday language and get VBA macro code back, without writing the syntax yourself.
Generate macros for routine Excel tasks such as formatting sheets, cleaning data, looping through rows and building reports.
Produce reusable snippets for Word, Outlook and other Office apps that support VBA scripting.
Free-to-start, freemium access so you can try generation before upgrading to heavier usage.
SpecialistConnects teams directly with verified human participants for preference tuning and studies, but lacks managed end-to-end labeling pipelines.
SpecialistConnects teams directly with verified human participants for preference tuning and studies, but lacks managed end-to-end labeling pipelines.
SpecialistBuild working apps, websites, and AI agents by describing them
SpecialistBuild working apps, websites, and AI agents by describing them
Blends custom software with dedicated human expert teams to handle complex operations, but operates as a bespoke service.
Blends custom software with dedicated human expert teams to handle complex operations, but operates as a bespoke service.
Combines robust data labeling tools with automated workflows, but focuses more on software tooling than managed human workforces.
Combines robust data labeling tools with automated workflows, but focuses more on software tooling than managed human workforces.
Provides enterprise-grade AI training data and model evaluation at massive scale, but often with higher enterprise pricing.
Provides enterprise-grade AI training data and model evaluation at massive scale, but often with higher enterprise pricing.
Delivers advanced multimodal data curation and annotation infrastructure, but requires your own annotation workforce for labeling tasks.
Delivers advanced multimodal data curation and annotation infrastructure, but requires your own annotation workforce for labeling tasks.
SpecialistAgent observability, evaluation, and continuous improvement for production AI
SpecialistAgent observability, evaluation, and continuous improvement for production AI
SpecialistThe multimodal data layer for computer vision and physical AI teams
SpecialistThe multimodal data layer for computer vision and physical AI teams
SpecialistDescribe an app, get one you can publish
SpecialistDescribe an app, get one you can publish
Offers pre-packaged AI training datasets and custom data collection services, but with a smaller global crowd than Appen.
Offers pre-packaged AI training datasets and custom data collection services, but with a smaller global crowd than Appen.
Free / Open-sourceProvides a flexible open-source annotation platform for self-hosting, but lacks Appen's managed enterprise human workforce services.
Free / Open-sourceProvides a flexible open-source annotation platform for self-hosting, but lacks Appen's managed enterprise human workforce services.
SpecialistAI spreadsheet assistant for formulas, pivots and analysis
SpecialistAI spreadsheet assistant for formulas, pivots and analysis
