AI-Search vs Praktika

The capabilities don't overlap at all. Praktika's product is conversation: you pick one of four named tutors — Tama, Raven, Skye, Noah — and practice by voice or text, with pronunciation, grammar and word-choice corrections folded into the dialogue rather than interrupting it. The tutor restates your sentence correctly and adds vocabulary, a feedback dial runs soft/balanced/strict so you control correction frequency, and cross-session memory means a third conversation starts warmer than the first. A study plan adapts to goals, interests and pace, supported by grammar, vocabulary, listening and reading exercises, smart prompts to keep dialogue flowing, and a native-language interface for zero-level starters. Delivery is iOS and Android only. AI-Search is a reading tool: it indexes 797 items across 42 sources (per its 2026-09-29 update), leads with Hacker News at 110 items, GitHub at 76 and Hugging Face Papers at 50, and rewrites the framing in Chinese instead of sending you to English feeds. Each item carries an AI 点评 takeaway; a weekly AI 总结 ties the week together — most recently around Claude Sonnet 5.5 and GPT-6 Astra. Navigation runs on time filters, topic hubs (AI Agent, Anthropic/Claude, DeepSeek), per-source counters with stalled-source flagging, a ⌘K command palette, and read/unread tracking. It stores headlines, summaries and links — not full text.

Praktika is freemium: free conversation on any topic in your own words, with a paid tier for the unlimited low-stakes speaking reps its best-fit users actually want. Its own recent content leans hard into price framing — a 2026-09-22 piece compares its cost against four rival apps for Turkish learners on a traveler's budget, and a 2026-09-01 post markets it as the Duolingo alternative for Italian learners heading to Rome. Treat those as marketing, not rate cards: the real question is whether you'll use voice reps enough to justify a subscription, and whether the free conversation tier alone covers your practice volume. There's real ongoing value here because the sessions compound — tutor memory and an adapting study plan mean month three is materially different from month one. AI-Search costs nothing. It's a free, no-login browser tool, which makes the comparison asymmetrical by construction: no trial, no paywall, no procurement. The trade is data breadth, not dollars — you get Chinese-language summaries of 42 sources, and you pay for the free tier by not getting full article text, original reporting or deep technical analysis. For a Mandarin-speaking AI professional, that's a zero-cost daily habit; for anyone else, the price is irrelevant because the interface won't serve them.