Pipevals
a visual pipeline builder for evaluation-driven AI
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Hey HN! Pipevals is early and rough (this is a learning project), but usable.It currently lets you:- build evaluation pipelines as graphs- run them against datasets- track how output quality changes over time
HN · launched Mar 20, 2026 · 6 upvotes (top 71%) · 0 views
Niche: llm evaluation and deployment tools · 77 launches, 0 in the last 7 days · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- Developer
- AI-native
- Commercial product
Visit website ↗ Source listing ↗
More like this: all 77 launches in llm evaluation and deployment tools →
Could you build this?
Yes It is a node-based graph workflow UI (using libraries like React Flow) that orchestrates sequential API calls to LLMs and tracks evaluation metrics in a database.
Discussion
2 comments analyzed.
Competitors
Other products that read as similar to this one : 685 launches clear the similarity bar, closest 8 shown.
Attention rank: #490 of 686 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 135 days after the earliest competitor.
- graph-engineering · github · 2026-09-09 · 21 upvotes · similarity 0.49
- Machine-learning-pipeline · github · 2026-10-21 · 12 upvotes · similarity 0.48
- ai-mv-pipeline · github · 2026-10-20 · 13 upvotes · similarity 0.48
- A Layer for robotics dataset quality · hn · 2026-08-26 · 5 upvotes · similarity 0.46
- EvalRouter by Kimpton: One API for AI evaluation · yc · 2026-10-01 · 6 upvotes · similarity 0.46
- genpark-hotstuff-chained-pipelined-bft-skill · github · 2026-09-10 · 7 upvotes · similarity 0.45
- Pipeline and datasets for data-centric AI on real-world floor plans · hn · 2026-02-05 · 12 upvotes · similarity 0.45
- ai-automation-yield-pipeline · github · 2026-09-15 · 11 upvotes · similarity 0.44
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