nerfWatch()
Daily AI benchmarks and community votes on model quality
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nerfWatch() tests AI models daily through their APIs, against each model's first week of tracking. See scores beside community votes, get alerts for declines and recoveries, and inspect the open-source engine. API tests, not chat-app tests.
PH · launched Sep 26, 2026 · 4 upvotes (top 8%) · 2 views
Niche: llm benchmarking tools · 84 launches, 1 in the last 7 days · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- Developer
- AI-native
- Commercial product
- Open Source
- Artificial Intelligence
- GitHub
- Tech
Visit website ↗ Source listing ↗
More like this: all 84 launches in llm benchmarking tools →
Could you build this?
Yes Automating daily scheduled benchmark prompts against LLM APIs (OpenAI, Anthropic, etc.), calculating drift/eval metrics, and displaying community vote scores can easily be vibe-coded.
Competitors
Other products that read as similar to this one : 62 launches clear the similarity bar, closest 8 shown.
Attention rank: #9 of 63 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 213 days after the earliest competitor.
- modelsentiment · ph · 2026-10-03 · 2 upvotes · similarity 0.44
- NerfTracker · ph · 2026-09-30 · 2 upvotes · similarity 0.43
- WhereIsMyToken Tracker · ph · 2026-09-18 · 1 upvotes · similarity 0.41
- Modelpeers · hn · 2026-11-03 · 5 upvotes · similarity 0.40
- ai-model-rankings · github · 2026-09-22 · 16 upvotes · similarity 0.40
- Benchmark Radar · ph · 2026-11-06 · 1 upvotes · similarity 0.37
- Trace by Context.dev · ph · 2026-11-07 · 76 upvotes · similarity 0.37
- ReleaseDelta · ph · 2026-10-01 · 1 upvotes · similarity 0.37
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.