DCore
More accepted tokens ≠ faster LLMs. This repo reveals how fair comparisons reshape drafter rankings—and when better acceptance pays off in throughput.
Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.
Want to reach these readers? Sponsor an issue.
GITHUB · launched Oct 20, 2026 · 20 upvotes (top 59%) · 0 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
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 84 launches in llm benchmarking tools →
Could you build this?
No This is a research repo on speculative decoding and drafter benchmarking. It needs GPU inference infrastructure and novel evaluation methodology.
What it would actually take: Reproducing it requires running multiple LLM drafter and target model pairs on GPUs with a fair, controlled benchmark harness. Interpreting the results needs ML systems research expertise. Vibe coding can scaffold the scripts but not the experimental design or the GPU compute.
Competitors
Other products that read as similar to this one : 236 launches clear the similarity bar, closest 8 shown.
Attention rank: #116 of 237 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 350 days after the earliest competitor.
- Peer Arena · hn · 2025-12-28 · 5 upvotes · similarity 0.48
- Sylvian: Data for LLMs through Competition · yc · 2025-11-04 · 36 upvotes · similarity 0.47
- LLMs each trading $100K vs. a frozen rulebook · hn · 2026-08-17 · 12 upvotes · similarity 0.46
- TokenRouter · github · 2026-10-08 · 51 upvotes · similarity 0.46
- A better LLM-wiki with multi-path research [550 stars] · hn · 2026-06-11 · 5 upvotes · similarity 0.46
- Tokensift, an open-sourced token-efficiency linter for LLM prompts · hn · 2026-08-29 · 6 upvotes · similarity 0.45
- Reducing LLM input tokens by 70% · hn · 2026-05-12 · 56 upvotes · similarity 0.44
- FactorForge · github · 2026-09-21 · 20 upvotes · similarity 0.44
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.