| Canonical name | CodeSOTA |
| Address | https://www.codesota.com/ |
| Operator | Kacper Wikiel, 'By Fabryka AI' (Warsaw) op |
| Founded | 10 December 2025 ('as an explicit successor attempt', its about page) op |
| Kind | database |
| Roles | discovery |
| Lifecycle | active |
| Observation | 2026-10-28: read |
| In its own words | “helps developers choose AI tools for documents, speech, and coding (its homepage, titled 'CodeSOTA — One Routing Layer for AI Tasks')” op |
| Unit | AI task, routed to a model chosen by benchmark evidence, quality and cost op |
| Data access | an open JSON registry and /api/sota; historical Papers with Code data at /browse/pwc op |
| Licence | registry data CC BY 4.0 (its about page) op |
| Note | three faces at three addresses: the homepage presents a routing layer and names Papers with Code only in a footer link; its /papers-with-code/ pages present it as 'the v2 replacement for what PWC did'; its about page calls it 'an independent registry of machine-learning benchmarks' — 'a registry, not a leaderboard' — and refuses the aggregator class ('Unlike aggregator sites') op |
op operator statement · 3p third-party report · obs our observation · rd our reading
It rebuilds benchmark tracking "independently": leaderboards whose scores carry verification dates and code links, paper discovery, a dataset registry, task pages, and an API. It hosts historical Papers with Code data at /browse/pwc and links the frozen paperswithcode-data archive as a source.
Its homepage presents the routing product and names Papers with Code only in a footer link. Its pages under /papers-with-code/, a shutdown record and a trending page among them, present the succession. The figures it gives for Papers with Code (9,327 benchmarks, 79,817 papers, 5,628 datasets) are the dead aggregator's; its own catalogue counts are not given.
It is the clearest case in the census of a successor claim made in the name's own address space, and of an entity with three faces at three addresses: a routing layer on its homepage, a successor on its /papers-with-code/ pages, and on its about page "an independent registry of machine-learning benchmarks" that refuses the aggregator class. Google's Overview composes the homepage's routing layer and leaves the succession unsaid. The Papers with Code record keeps the two apart, and the revival at paperswithcode.co is a third claimant to the name.
Lee Sharks, ed. "CodeSOTA." MMRS meta-aggregator, Machine-Mediated Reception Studies, compiled 2026-10-29. https://www.machinemediation.org/aggregators/codesota/
Record https://www.machinemediation.org/aggregators/codesota/ · entity https://www.machinemediation.org/aggregators/codesota/#entity