Training data & model ops

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Hopsworks

81Score 81 out of 100 — Strong

hopsworks.ai

Build, deploy, and scale production ML systems with Hopsworks. The Feature Store and MLOps platform for real-time AI.

Unsloth

77Score 77 out of 100 — Strong

unsloth.ai

Unsloth is an open-source desktop application and framework for running and training AI models locally, with downloads for macOS, Windows, and Linux.

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Subq

77Score 77 out of 100 — Strong

subq.ai

Subquadratic is a frontier AI research company building compute-, memory-, and sample-efficient algorithms and models. Its SubQ model is designed for multi-million-token reasoning across repositories, financial filings, contract archives, and other data-intensive workloads.

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Datarobot

76Score 76 out of 100 — Strong

datarobot.com

DataRobot provides enterprise software for generative AI, including tools to evaluate and benchmark generative AI models for enterprise applications.

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Arcee

74Score 74 out of 100 — Fair

arcee.ai

Arcee AI provides an API for accessing its Trinity series of large language models, offering capabilities such as streaming messages, multi-turn conversations, function calling, structured outputs, and reasoning traces.

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Qualcomm

74Score 74 out of 100 — Fair

qualcomm.com

Qualcomm AI Hub Workbench helps optimize, validate, and deploy machine-learning models on-device for vision, audio, speech, and multimodal use cases.

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Baseten

71Score 71 out of 100 — Fair

baseten.co

Baseten is an inference platform for serving and scaling open-source, custom, and fine-tuned AI models in production, with model runtimes, cross-cloud high availability, and developer workflows.

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Emlylabs

66Score 66 out of 100 — Fair

emlylabs.com

Emly Labs offers a no-code AI solution builder for generative and predictive AI, including chatbots, data preparation, AutoML, and visualization tools.

H2o

62Score 62 out of 100 — Fair

h2o.ai

H2O.ai provides an end-to-end generative AI platform for private, protected data, with deployments described as air-gapped, on-premises, or cloud VPC environments.

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Phala

62Score 62 out of 100 — Fair

phala.network

Phala Cloud delivers confidential AI on TEE-protected GPUs, enabling private LLM inference, sealed agents, and verifiable compute on Intel TDX and NVIDIA H100/H200 hardware.

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Bytedance

61Score 61 out of 100 — Fair

bytedance.com

ByteDance Seed is a research team focused on discovering approaches to general intelligence. Its stated research areas include language models, speech, vision, world models, infrastructure, AI infrastructure, and next-generation AI interactions.

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RecipeBook by Shofo — Buy video training data by the hour featuring 25M+ clips

60Score 60 out of 100 — Fair

shofo.ai

Video data marketplace by Shofo. Search and order video clips.

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Ii

60Score 60 out of 100 — Fair

ii.inc

An independent AI research lab exploring cognition, systems, and the architecture of intelligence.

Elicit

59Score 59 out of 100 — Below the bar

elicit.org

Elicit is an AI-powered research tool that helps researchers search academic papers, generate structured reports, automate systematic literature reviews, and organize sources.