Ashank Shah
@ashankshah_x
ceo @ mentlio (YC S26) | 19 | caltech cs
253 Following 124 Followers
Your team is spending more on AI than you can explain.
Today, we’re launching @Mentlio (YC S26).
We turn AI coding spend into a measurable unit: cost per PR, reuse, and downstream quality, benchmarked against industry.
We also cut waste without touching your prompts, via cache hits, less context bloat, and auto-routing.
On Terminal-Bench 2.1, our local router kept 98.93% of Fable 5's accuracy at 24.9% lower cost on Claude Code.
If you’re spending real money on tokens, see your real AI ROI:
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