Two viewsDo you care about personal productivity or technical cost?
AI PRODUCT MATCHER · APP VIEW

Stop guessingMatch tasks to the right AI

Describe what you need to finish. We combine public evaluations, product capabilities and your preferences to recommend three products and generate an adapted prompt.

No sign-inChina access notesPublic sources included
Plain language is fine
More detail leads to a better match0/800
This prototype classifies tasks locally in your browser and does not upload the description. The production version calls DeepSeek server-side without exposing the key in the page.
YOUR SHORTLIST

These three are worth trying first

Actionable recommendations for this task and preference.

My understanding
TRANSPARENT BY DESIGN

Where do recommendations come from?

The first release does not invent its own benchmark or present vendor claims as fact. We map multiple public sources into understandable task-fit levels while preserving dates and limitations.

Current data update · 2026-08-09Next planned update · 2026-09-01
01

Understand the task

Chinese and English descriptions are classified into writing, research, documents, office work, data, coding, reasoning or translation.

02

Match public evidence

We combine independent leaderboards, open evaluations, official capability notes and regional availability without mixing incomparable raw scores.

03

Re-rank by preference

Quality, balance, China access and speed use different weights; every card explains both strengths and limits.