Expert-written datasets for AI labs: Olympiad medalists and other domain experts write math, physics and other hard problems that frontier models cannot yet solve, delivered with expert review as a continuous stream for training and evaluating models.
Stage Undisclosed
Founded 2025
Headquarters San Francisco, USA
Status Private
sciloop.dev
Product
Selected offerings — the AI products recorded here, not the vendor's full catalogue.
Custom datasets of expert-written hard problems with solutions and expert reviews, streamed to AI labs to a stated domain, difficulty, format and volume for model training and evaluation; no prices published.
Similar products 40 No sourced competitor yet: no filing, vendor document or measured-market report read so far names a rival for this company, so none is asserted. The companies below are the closest by what their products do.
How this list is ranked ↗
All 40 Capability overlap 26 Shared product type 23 Same company status 32 V Velvet Undisclosed Sciloop datasets and Velvet datasets both list data labelling; both also serve buyers who need to train or fine-tune a model; scale not recorded for either. 1 of 1 capability Shared product type Compare A Appen Public Sciloop datasets and Off-the-Shelf Datasets both list data labelling; both also serve buyers who need to train or fine-tune a model; scale not recorded for either. 1 of 1 capability Shared product type Compare P Petrichor Undisclosed Sciloop datasets and Petrichor both list data labelling; both also serve buyers who need to train or fine-tune a model; scale not recorded for either. 1 of 1 capability Shared product type Compare H HumanSignal Early-stage Sciloop datasets and HumanSignal Services both list data labelling; both also serve buyers who need to train or fine-tune a model; scale not recorded for either. 1 of 1 capability Shared product type Compare T Toloka Undisclosed Sciloop datasets and Off-the-shelf Datasets both list data labelling; both also serve buyers who need to train or fine-tune a model; scale not recorded for either. 1 of 1 capability Shared product type Compare E Encord Undisclosed Sciloop datasets and Encord Data Annotation both list data labelling; both also serve buyers who need to train or fine-tune a model; scale not recorded for either. 1 of 1 capability Shared product type Compare SA Surge AI Bootstrapped Sciloop datasets and Surge AI data platform both list data labelling; both also serve buyers who need to train or fine-tune a model; scale not recorded for either. 1 of 1 capability Shared product type Compare HA Hume AI Undisclosed Sciloop datasets and Data Solutions both list data labelling; both also serve buyers who need to train or fine-tune a model; scale not recorded for either. 1 of 1 capability Shared product type Compare T Turing Late-stage Sciloop datasets and Off-the-shelf datasets both list data labelling; both also serve buyers who need to train or fine-tune a model; Sciloop's scale not recorded. 1 of 1 capability Shared product type Compare SA Scale AI Late-stage Sciloop datasets and Scale Data Engine both list data labelling; both also serve buyers who need to train or fine-tune a model; Sciloop's scale not recorded. 1 of 1 capability Shared product type Compare L Labelbox Late-stage Sciloop datasets and Terra both list data labelling; both also serve buyers who need to train or fine-tune a model; scale not recorded for either. 1 of 1 capability Shared product type Compare M Mercor Late-stage Sciloop datasets and Mercor Data both list data labelling; both also serve buyers who need to train or fine-tune a model; Sciloop's scale not recorded. 1 of 1 capability Shared product type Compare M Micro1 Undisclosed Sciloop datasets and Realm both list data labelling; both also serve buyers who need to train or fine-tune a model; scale not recorded for either. 1 of 1 capability Shared product type Compare H Handshake Undisclosed Sciloop datasets and Handshake AI both list data labelling; both also serve buyers who need to train or fine-tune a model; scale not recorded for either. 1 of 1 capability Shared product type Compare SA Snorkel AI Late-stage Sciloop datasets and Snorkel Custom Data Development both list data labelling; Sciloop's scale not recorded. 1 of 1 capability Shared product type Compare P Prolific Undisclosed Sciloop datasets and Prolific both list data labelling; both also serve buyers who need to train or fine-tune a model; scale not recorded for either. 1 of 1 capability Shared product type Compare IT Invisible Technologies Late-stage Sciloop datasets and Invisible AI Training both list data labelling; both also serve buyers who need to train or fine-tune a model; scale not recorded for either. 1 of 1 capability Shared product type Compare S Sama Undisclosed Sciloop datasets and Sama Annotate both list data labelling; scale not recorded for either. 1 of 1 capability Shared product type Compare H Hive Late-stage Sciloop datasets and Hive Enterprise Data Annotation both list data labelling; both also serve buyers who need to train or fine-tune a model; Sciloop's scale not recorded. 1 of 1 capability Shared product type Compare EP Expected Parrot Undisclosed Sciloop datasets and Expected Parrot both list data labelling; scale not recorded for either; ships platform rather than the same layer. 1 of 1 capability Different layer Compare A Amazon Public Sciloop datasets and Amazon SageMaker Ground Truth both list data labelling; both also serve buyers who need to train or fine-tune a model; Sciloop's scale not recorded. 1 of 1 capability Shared product type Compare TA Together AI Late-stage Sciloop datasets and Together Fine-Tuning both serve buyers who need to train or fine-tune a model; Sciloop's scale not recorded; ships API service, developer tool and 2 more rather than the same layer. Different layer Compare A AudioShake Early-stage Sciloop datasets and AudioShake Refinery both serve buyers who need to train or fine-tune a model; scale not recorded for either. Shared product type Compare W& Weights & Biases Acquired Sciloop datasets and W&B Models both serve buyers who need to train or fine-tune a model; Sciloop's scale not recorded; Weights & Biases is acquired, with no independent scale; ships API service, developer tool and 1 more rather than the same layer. Different layer Compare N NVIDIA Public Sciloop datasets and NVIDIA AI Aerial both serve buyers who need to train or fine-tune a model; Sciloop's scale not recorded; ships AI agent, agent platform and 6 more rather than the same layer. 1 of 1 capability Different layer Compare L LlamaIndex Undisclosed Sciloop datasets and LlamaClassify both list data labelling; scale not recorded for either. 1 of 1 capability Shared product type Compare D Databricks Late-stage Sciloop datasets and Databricks Feature Store both serve buyers who need to train or fine-tune a model; Sciloop's scale not recorded. Shared product type Compare FA Fireworks AI Late-stage Sciloop datasets and Fireworks Training both serve buyers who need to train or fine-tune a model; Sciloop's scale not recorded; ships API service, infrastructure service and 1 more rather than the same layer. Different layer Compare HF Hugging Face Late-stage Sciloop datasets and ML Intern both serve buyers who need to train or fine-tune a model; Sciloop's scale not recorded; ships AI agent, API service and 3 more rather than the same layer. Different layer Compare M Modal Late-stage Sciloop datasets and Modal Notebooks both serve buyers who need to train or fine-tune a model; Sciloop's scale not recorded; ships developer tool and infrastructure service rather than the same layer. Different layer Compare C CoreWeave Public Sciloop datasets and CoreWeave SUNK both serve buyers who need to train or fine-tune a model; Sciloop's scale not recorded; ships AI agent, API service and 4 more rather than the same layer. Different layer Compare CM Comet ML Early-stage Sciloop datasets and Comet Artifacts both serve buyers who need to train or fine-tune a model; scale not recorded for either; ships AI agent, application and 2 more rather than the same layer. Different layer Compare NG Nebius Group Public Sciloop datasets and Managed Service for MLflow both serve buyers who need to train or fine-tune a model; Sciloop's scale not recorded; ships developer tool, infrastructure service and 1 more rather than the same layer. Different layer Compare A Alibaba Public Sciloop datasets and Alibaba Cloud Platform for AI (PAI) both list data labelling; both also serve buyers who need to train or fine-tune a model; Sciloop's scale not recorded; ships AI agent, API service and 5 more rather than the same layer. 1 of 1 capability Different layer Compare C Crusoe Late-stage Sciloop datasets and Serverless Fine-Tuning both serve buyers who need to train or fine-tune a model; Sciloop's scale not recorded; ships API service, developer tool and 2 more rather than the same layer. Different layer Compare I Intel Public Sciloop datasets and Intel Geti both list data labelling; both also serve buyers who need to train or fine-tune a model; Sciloop's scale not recorded; ships AI agent, agent platform and 5 more rather than the same layer. 1 of 1 capability Different layer Compare CC Cactus Compute Undisclosed Sciloop datasets and Cactus Platform both serve buyers who need to train or fine-tune a model; scale not recorded for either; ships infrastructure service and platform rather than the same layer. Different layer Compare NC Nodus Compute Undisclosed Sciloop datasets and Nodus both serve buyers who need to train or fine-tune a model; scale not recorded for either; ships infrastructure service rather than the same layer. Different layer Compare HC Huawei Cloud Undisclosed Sciloop datasets and DataArts Fabric both serve buyers who need to train or fine-tune a model; scale not recorded for either; ships API service, agent platform and 5 more rather than the same layer. 1 of 1 capability Different layer Compare B Baseten Late-stage Sciloop datasets and Baseten Training both serve buyers who need to train or fine-tune a model; Sciloop's scale not recorded; ships API service, infrastructure service and 2 more rather than the same layer. Different layer Compare Show all 40 related companies Show fewer Closest alternatives are pairs a vendor page itself compares. Similar products are matched from what each product does; nothing in that group is asserted as a rivalry.
Sources
Total funding
Not found · 18 Oct 2026
Pages read for this record state no funding total. Tried the home and privacy pages and the company's YC profile.
Valuation
Not found · 18 Oct 2026
Pages read for this record state no valuation. Tried the home and privacy pages and the company's YC profile.
Founded
Company disclosure · 18 Oct 2026
Own YC profile lists Founded: 2025; sciloop.dev states no founding year.
Public listing
Not found · 18 Oct 2026
No listing on the pages read; treated as private.
Description
Official documentation · 18 Oct 2026
Home page: "IMO gold medalists, Codeforces grandmasters and top domain experts write the problems no model can solve yet."
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