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Token Wise

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Prompt token estimates and one-click rewrites for ChatGPT, Claude, Perplexity, Gemini, Grok and the top multi-model platforms.

PH · launched Nov 7, 2026 · 1 upvote (top 65%) · 0 views

Niche: ai token and inference cost trackers · 82 launches, 5 in the last 7 days · Explore this niche →

Category and tags

  • Horizontal
  • Observability & eval
  • Developer
  • AI-native
  • Commercial product
  • SaaS

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Could you build this?

Yes Token counting can wrap existing tokenizer libraries and provider APIs, and rewrites are a thin layer over an LLM call, so a solo builder can ship it quickly.

Competitors

Other products that read as similar to this one : 919 launches clear the similarity bar, closest 8 shown.

Attention rank: #469 of 920 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 372 days after the earliest competitor.

  • TokenTab · ph · 2026-10-19 · 1 upvotes · similarity 0.62
  • AI Feed API Price Calculator · ph · 2026-10-09 · 1 upvotes · similarity 0.61
  • TokenOptim · ph · 2026-09-20 · 1 upvotes · similarity 0.55
  • RollTok · ph · 2026-10-14 · 1 upvotes · similarity 0.52
  • PromptAlo · ph · 2026-10-01 · 1 upvotes · similarity 0.52
  • CalAI Solutions · ph · 2026-09-10 · 2 upvotes · similarity 0.51
  • UberLLM · ph · 2026-11-12 · 1 upvotes · similarity 0.51
  • TokenSave · ph · 2026-10-03 · 1 upvotes · similarity 0.50

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.