promptfoo ist ein umfassendes Test- und Evaluierungs-Framework für große Sprachmodelle (LLMs). Es hilft Entwicklern und Unternehmen, die Qualität von Prompts zu vergleichen, die Modellleistung zu bewerten und die KI-Sicherheit durch systematisches Testen, Benchmarking und KI-gestütztes Red Teaming zu verbessern. Es unterstützt über 50 LLM-Anbieter, einschließlich lokaler Modelle, und bietet eine entwicklerfreundliche CLI für eine nahtlose Integration in Entwicklungsworkflows.
Refine ist ein Open-Source, React-basiertes Framework zur schnellen Erstellung von unternehmenstauglichen internen Tools, Admin-Panels, Dashboards und B2B-Anwendungen. Es kombiniert die Geschwindigkeit von Low-Code-Lösungen mit der Flexibilität der Full-Code-Entwicklung und verfügt über einen KI-gestützten Generator zur sofortigen Erstellung von Anwendungen aus APIs.
Produktübersicht
promptfoo Produktübersicht
promptfoo ist ein umfassendes Test- und Evaluierungs-Framework für große Sprachmodelle (LLMs). Es hilft Entwicklern und Unternehmen, die Qualität von Prompts zu vergleichen, die Modellleistung zu bewerten und die KI-Sicherheit durch systematisches Testen, Benchmarking und KI-gestütztes Red Teaming zu verbessern. Es unterstützt über 50 LLM-Anbieter, einschließlich lokaler Modelle, und bietet eine entwicklerfreundliche CLI für eine nahtlose Integration in Entwicklungsworkflows.
Refine Produktübersicht
Refine ist ein Open-Source, React-basiertes Framework zur schnellen Erstellung von unternehmenstauglichen internen Tools, Admin-Panels, Dashboards und B2B-Anwendungen. Es kombiniert die Geschwindigkeit von Low-Code-Lösungen mit der Flexibilität der Full-Code-Entwicklung und verfügt über einen KI-gestützten Generator zur sofortigen Erstellung von Anwendungen aus APIs.
Detailed feature comparison
| Feature | promptfoo | Refine |
|---|---|---|
| Hauptkategorie | Low-Code No-Code | Interne Tools |
| Hinzugefügt | 2025-08-03 | 2025-08-13 |
| Preismodell | Freemium | Freemium |
| Offizielle Website | www.promptfoo.dev | refine.dev |
| Produkttyp | Website | Website |
| Performance data | ||
| Nutzerbewertung | Nicht verifiziert | Nicht verifiziert |
| Kommentare | 0 | 0 |
| Monatliche Besuche | 160.6K | 269.4K |
| Monatliches Wachstum | -14.7% | -2.3% |
| Favoriten | 108 | 121 |
| Details | Details ansehen | Details ansehen |
promptfoo vs Refine monthly traffic
Compare promptfoo and Refine by monthly reach, traffic trend, visit depth, top regions, and acquisition sources.
How to interpret the traffic data
In the promptfoo vs Refine monthly traffic comparison, promptfoo currently shows 160.6K visits and Refine shows 269.4K; Refine has about 1.7 times the visible traffic of promptfoo, an absolute difference of about 108.8K 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.
promptfoo monthly traffic:
Latest traffic
Monthly traffic trend
- 2025/9: 86.7K Monatliche Besuche
- 2026/1: 152K Monatliche Besuche
- 2026/2: 141.3K Monatliche Besuche
- 2026/3: 314.1K Monatliche Besuche
- 2026/4: 188.4K Monatliche Besuche
- 2026/5: 160.6K Monatliche Besuche
Top-Regionen
Top 5 countries/regions
| Country/region | Percentage | Traffic |
|---|---|---|
| 🇺🇸United States | 44.82% | 72K |
| 🇮🇳India | 19.97% | 32.1K |
| 🇻🇳Vietnam | 16.77% | 26.9K |
| 🇩🇪Germany | 10.56% | 17K |
| 🇮🇩Indonesia | 7.88% | 12.7K |
Traffic-Quellen
| Source type | Percentage | Traffic |
|---|---|---|
| Direkt | 71.16% | 114.3K |
| Verweis | 28.69% | 46.1K |
| 0.15% | 241 |
Suchbegriffe
Refine monthly traffic:
Latest traffic
Monthly traffic trend
- 2025/9: 385.8K Monatliche Besuche
- 2026/1: 385.5K Monatliche Besuche
- 2026/2: 299.1K Monatliche Besuche
- 2026/3: 301.9K Monatliche Besuche
- 2026/4: 275.7K Monatliche Besuche
- 2026/5: 269.4K Monatliche Besuche
Top-Regionen
Top 5 countries/regions
| Country/region | Percentage | Traffic |
|---|---|---|
| 🇺🇸United States | 25.94% | 69.9K |
| 🇮🇳India | 25.16% | 67.8K |
| 🇻🇳Vietnam | 16.66% | 44.9K |
| 🇬🇧United Kingdom | 16.61% | 44.8K |
| 🇧🇷Brazil | 15.63% | 42.1K |
Traffic-Quellen
| Source type | Percentage | Traffic |
|---|---|---|
| Direkt | 81.53% | 219.7K |
| Verweis | 16.72% | 45K |
| 1.75% | 4.7K |
Suchbegriffe
Usage comparison
Compare the core capabilities of promptfoo and Refine
promptfoo Core features
Refine Core features
Use cases
promptfoo Use cases
Refine Use cases
promptfoo vs Refine:In-depth comparison and selection guidance
First decide whether the products solve the same kind of need
This in-depth promptfoo vs Refine comparison uses only the product records, taxonomy, audience, traffic, and community signals available on this page. promptfoo is primarily listed under “Low-Code No-Code”, while Refine is primarily listed under “Interne Tools”, so the first decision is whether your actual task matches their recorded scope.
The structured fields currently show these decision-relevant differences: Primary category (promptfoo: Low-Code No-Code; Refine: Interne Tools); Monthly visits (promptfoo: 160.6K; Refine: 269.4K); Monthly growth (promptfoo: -14.7%; Refine: -2.3%); Favorites (promptfoo: 108; Refine: 121); Website (promptfoo: www.promptfoo.dev; Refine: refine.dev). These facts are more useful for selection than brand visibility alone.
What market visibility and monthly traffic mean
In the promptfoo vs Refine monthly traffic comparison, promptfoo currently shows 160.6K visits and Refine shows 269.4K; Refine has about 1.7 times the visible traffic of promptfoo, an absolute difference of about 108.8K 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 Refine 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.
Product positioning, use cases, and roles
promptfoo and Refine currently overlap in shared categories: Low-Code No-Code; shared tags: Entwicklerwerkzeuge und Open Source. This can place both on the same shortlist, but it does not prove equal implementation, depth, or cost.
promptfoo's unique categories/tags are Testen, Prompt Engineering, KI-Sicherheit, Befehlszeilenschnittstelle, LLM-Evaluierung, Modellvergleich, Prompt-Tests und Qualitätssicherung; Refine's are Interne Tools, Entwickler-Tools, Admin-Panel, API, B2B-Apps, CRUD, Dashboard und Rahmen. These unique fields are the strongest differentiators: validate the product whose recorded scope matches the task instead of following traffic alone.
What ratings, comments, and favorites can tell you
promptfoo has no verified rating, 0 comments, 108 favorites, and 89 likes;Refine has no verified rating, 0 comments, 121 favorites, and 121 likes。
Neither product has enough rating or comment samples for a credible reputation ranking.
Selection guidance by actual need
When to evaluate promptfoo first
Put promptfoo on the priority trial list when the task aligns with “Low-Code No-Code” and especially Testen, Prompt Engineering, KI-Sicherheit, Befehlszeilenschnittstelle, LLM-Evaluierung und Modellvergleich. This follows recorded positioning and does not imply unlisted capabilities are absent.
promptfoo also currently records: pricing is freemium, product type is website, 160.6K 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.
When to evaluate Refine first
Put Refine on the priority trial list when the task aligns with “Interne Tools” and especially Interne Tools, Entwickler-Tools, Admin-Panel, API, B2B-Apps und CRUD. This follows recorded positioning and does not imply unlisted capabilities are absent.
Refine also currently records: pricing is freemium, product type is website, 269.4K 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.
How to validate the recommendation before deciding
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 promptfoo and Refine, 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.




