Build with Paritok: The Token-Efficiency Hackathon
Devpost hackathon: Build with Paritok: The Token-Efficiency Hackathon. Imported automatically.
- Year
- 2026
- Winning projects
- 9
- Participants
- 198
- Prize pool
- $630
- Platform
- Devpost
Winners
1st Place
- Dragstrip1st PlaceRace the same coding agent with and without Paritok compression on any GitHub repo — live token meters, a savings receipt, and a blind judge scoring both answerFastAPIGeminiJavaScript
2nd Place
- Headroom2nd PlaceA coding agent inside a 32,768-token ceiling, and the harness that measures what compression is really worth. Half the input tokens for the same fix — plus exacFastAPIPythonSQLite
3rd Place
- Paritok's Labyrinth3rd PlaceA roguelike where your memory is your token budget — and Paritok keeps you alive.JavaScriptPythonSQLite
Category Winner
- Pin-On-ExpandMost Valuable Feedback PrizeParitok told me it saved 64% on a session that billed 69% more than no compression at all. Here's the measurement, and the fix.DockerFastAPIPython
- SegpilotMost Valuable Feedback PrizeA live, honest measurement of whether routing Paritok's compression per-segment actually helps, plus nine reproducible findings about the hosted API.
- VaultTokMost Valuable Feedback PrizeCompress the context. Keep the secrets local.
Other
- DocLeanSocial Blitz PrizeA token-efficient, context-compressed AI document reviewer that slashes LLM inference costs and latency by 90%+ using Paritok's semantic filtering and 0G Labs' FastAPIJavaScriptPython
- LeanCISocial Blitz PrizeDependency-aware AI code review with measured Paritok compression.GroqOpenAIPython
- RagModSocial Blitz PrizeCompression first codebase agent- We over retrieve through tools, Paritok makes it cheap, and we measure the savings.GeminiOpenAIPython