Skip to content
MindPattern
Wire
Briefings
Search
Subscribe
← The Wire
Source trail
Tokenless / Hacker News
Public MindPattern findings, entities, and graph evidence that cite this source.
Findings
1
All-time hits
1
High value
0
Last seen
2026-07-30
Related findings
2026-07-30 / HACKER NEWS
Launch HN: Tokenless Races Multiple Models on Every Request, Cancels the Losers, and Claims 52% Inference Savings
Tokenless (YC S26) launched on HN with 66 points and 56 comments as a drop-in replacement for OpenAI and Anthropic API calls. Rather than routing by heuristic, it fans each request out to a group of models, watches them think, then selects the one clearly on track and cancels the rest so you pay only for the winner. The company claims 52% savings in its featured example, with a calculator projecting 34% on a $40K monthly spend; benchmarks reference Claude Opus, Claude Fable, GPT-5.6 and Gemini models, and pricing is not published.
Open latest cited source
Wire
Briefings
Search
Subscribe