Anketta vs OkCupid: Long-form Profiles vs Long Questionnaires

Why this comparison exists at all

OkCupid is the closest mainstream product to Anketta in spirit. Both reject the photo-grid format. Both put real signal — text, opinions, values — at the centre of the matching mechanic. Both attract a demographic that the photo-first apps fail at: thoughtful people who want to be evaluated as people, not faces. If you've made it as far as comparing the two, you already know you don't want Tinder.

The differences are not "which is better at being a dating app" but "which model does the better job of surfacing real compatibility." This article makes the case that Anketta does — and is honest about where OkCupid still has the edge.

How matching works in each

OkCupid's matching engine is a question-correlation algorithm. Users answer questions ("Would you date someone messy?", "How important is religion to you?", "Do you want kids?"). Each question has an answer the user picks for themselves and an answer they want from a partner; both are weighted by how important the user marks the question. The match percentage between two people is computed from the agreement-weighted average across all questions both have answered.

This works in principle. The problem in practice is twofold. First, the questions are static and were largely designed in the early 2010s; many feel dated, and the bank rarely refreshes. Second, the matching is stated-preference based — what you say you want — which research consistently shows correlates poorly with what people actually choose. Psychological Science (2017) on speed-dating found that stated preferences for partner traits correlated near zero with which partners participants actually felt attraction toward.

Anketta's matching is text-semantic, not question-based. Each user writes a 300–1,500 word manuscript about themselves: their values, their experience, their sense of humour, what they're looking for. The matching model uses sentence-level embeddings (the same family of techniques used in modern LLMs) to score how compatible two manuscripts are along multiple axes — communication style, emotional register, values overlap, intellectual register. The signal isn't "you both said you want a partner who's tidy"; it's "the way you both write about your lives suggests you'd hear each other clearly."

This is a structurally newer technique. It also produces matches that are harder to game — you can pick the "right" answer to a question, but you can't write a 1,000 word manuscript that fakes a register you don't actually have.

The user experience

OkCupid is, in 2026, a product that has been under-invested for years. The questionnaire still works but the interface, mobile app, and search experience all feel pre-2018. Match Group has not announced product roadmap commitments to OkCupid in several quarters. Active user base outside major US cities is thin.

Anketta is small. As of April 2026, the active user base is in the thousands, weighted heavily toward Russia, the Russian-speaking diaspora, and select EU/US cities. The product is actively shipped — new features every few weeks. The interface is calm and reading-focused.

If you're in NYC, SF, LA, or Chicago, OkCupid still has people on it — the pool is meaningfully larger than Anketta's locale-specific pool. If you're outside those cities, OkCupid's pool is similar to or smaller than Anketta's, and the product itself is duller.

The 48-hour decision window

OkCupid lets messages sit forever. Many users have hundreds of unread messages from years ago; the inbox becomes a graveyard. There is no decision pressure, which sounds humane and is, but it also means many "matches" are functionally not real because neither side has committed any decision-energy.

Anketta has a 48-hour decision window after a match. Each side reads the other's manuscript and decides, within 48 hours, whether to engage. This feels artificial when you first encounter it. Users report, almost universally after the first week, that it changes the experience: every match is a decision someone made on purpose. The inbox isn't a graveyard; it's people who actually said yes to you.

We discuss the rationale for the 48-hour mechanic in the 48-hour dating mechanic blog post.

What OkCupid does better

It would be dishonest not to acknowledge this:

1. The historic question bank is genuinely useful. Even with stated-preference limitations, having a corpus of thousands of questions gives users material to think about themselves with. Anketta's manuscript model assumes the user already knows themselves enough to write 500 words; OkCupid scaffolds the self-discovery process for users who don't yet.
2. Match percentages are concrete. "84% match" is a satisfying piece of information, even if the algorithm under it is weaker than Anketta's. Anketta's matching produces a list of compatible profiles but doesn't surface a single number; some users prefer the OkCupid version.
3. Liberal user base. OkCupid's user base in major US cities is a real subculture — politically progressive, often academic, comfortable with non-traditional relationship structures. If that's specifically what you're looking for and you live in those cities, the cohort itself is part of the product's value.

What Anketta does better

1. The text-semantic matching is structurally newer. The signal-quality difference between OkCupid's stated-preference algorithm and Anketta's text-embedding matching is the same kind of difference as a 2010 search engine vs a 2024 LLM-augmented one.
2. The 48-hour window forces decisions. OkCupid users describe the inbox as a guilt machine. Anketta users describe it as a small set of decisions someone made on purpose.
3. The manuscript is real signal. OkCupid users write a profile, but its weight in matching is small relative to question answers. Anketta puts the manuscript at the centre — your matching is determined by what you wrote, not by how you answered yes/no questions.
4. The product is actively built. OkCupid is in maintenance mode. Anketta ships product changes every 2–3 weeks based on user feedback.

Which should you pick

Pick OkCupid if:

• You live in NYC, SF, LA, Chicago, or Boston specifically.
• You like answering questions about yourself and find that more accessible than writing a manuscript.
• You want a measurable match percentage to anchor decisions.

Pick Anketta if:

• You write professionally or recreationally.
• You're comfortable spending 30–90 minutes on a real first manuscript.
• You want matching that uses your actual writing as signal, not stated-preference questions.
• The 48-hour decision window feels like structure, not pressure.

Honest disclosure

This is published by Anketta. We've tried to write the comparison the way OkCupid users would actually want to read it, with honest acknowledgement of where OkCupid is structurally good and not just where we're good. The trust-building case for thoughtful long-form dating products is harmed when one of them attacks the other unfairly. If you're picking between Anketta and OkCupid, you've already chosen against Tinder — you're our ally, not our customer to convert at any cost.

See also: Anketta vs Tinder, Anketta vs Hinge, text-based dating guide.