TokenPropulsion 2.0
Compress LLM prompts with measurable token savings
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Read the full description
TokenPropulsion is an open-source Python toolkit for safe, auditable LLM prompt optimization. It combines structural and lexical compression, validation and reproducible benchmarks. Early synthetic tests show 29.56% fewer tokens using cl100k_base. Research alpha.
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PH · launched Oct 19, 2026 · 1 upvote (top 67%)
- Horizontal
- Dev tools
- Developer
- AI-native
- Commercial product
- Open Source
- Developer Tools
- Artificial Intelligence
- GitHub
Similar launches
See all 84 similar launches →Could you build this?
Yes It is an open-source Python toolkit of lexical and structural prompt compression plus token-count benchmarks, all implementable with standard tokenizer libraries.
Competitors
Other products that read as similar to this one : 84 launches clear the similarity bar, closest 8 shown.
Attention rank: #52 of 85 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 341 days after the earliest competitor.
- TokenCraft.AI · ph · 2026-09-18 · 1 upvotes · similarity 0.51
- Tokensift, an open-sourced token-efficiency linter for LLM prompts · hn · 2026-08-29 · 6 upvotes · similarity 0.50
- Tokenflood · hn · 2025-11-12 · 21 upvotes · similarity 0.50
- supatoken.lol · ph · 2026-09-07 · 1 upvotes · similarity 0.47
- Reducing LLM input tokens by 70% · hn · 2026-05-12 · 56 upvotes · similarity 0.45
- Long term Memory and 50M token window for LLM · hn · 2026-10-09 · 6 upvotes · similarity 0.44
- Compresr – context compression for LLM pipelines and agents 🗜️ · yc · 2026-02-25 · 9 upvotes · similarity 0.44
- CTON: JSON-compatible, token-efficient text format for LLM prompts · hn · 2025-11-20 · 13 upvotes · similarity 0.44
Other launches for this product
- No other launches for this product.
More details
- External ID
- 1283992
- Company
- n/a
- Product
- TokenPropulsion 2.0
- Website domain
- producthunt.com
- Cohort
- n/a
- Upvotes percentile
- 0.33
- All tags
- Open Source, Developer Tools, Artificial Intelligence, GitHub
- AI summary
- prompt compression tool for llm developers
- Manually corrected
- No