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Preference Model - About the company

Preference Model is a seed company, founded in 2025. It operates as a Developer of reinforcement learning training environments for machine learning research. Preference Model has raised $16M in funding. The company has 1288 active competitors, including 35 funded and 13 that have exited. Its top competitors include companies like Thinking Machines Lab, Google DeepMind and Recursive.

Company Details

Developer of reinforcement learning training environments for machine learning research. These environments simulate real-world complexity through diverse tasks and robust reward functions. The primary focus involves creating infrastructure to facilitate automated machine learning research and improve the capabilities of large language models. The software addresses limitations in existing models by providing rigorous evaluation platforms for technical tasks.
Key Metrics
Founded Year
2025
Stage
Seed
Total Funding
$16M in 1 round
Latest Funding Round
Ranked
Employee Count
14 as on Sep 30, 2026
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Preference Model's funding and investors

Preference Model has raised a total funding of $16M over 1 round. Its latest funding round was a Seed round on Oct 07, 2026 for $*****. 6 investors participated in its latest round.

Here is the list of recent funding rounds of Preference Model:
Date of Funding
Funding Amount
Round Name
Post-Money Valuation
Revenue Multiple
Lead Investors
Other Investors
Oct 07, 2026
7234888
Seed
9625565
6486771
5288035
4210074
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Preference Model's founders and board of directors

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Preference Model's employee count trend

Preference Model has 14 employees as of Sep 26. Here is Preference Model's employee count trend over the years:
Employee count trend for Preference Model
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Preference Model's Competitors and alternates

Top competitors of Preference Model include Thinking Machines Lab, Google DeepMind and Recursive. Here is the list of Top 10 competitors of Preference Model, ranked by Tracxn score:
Rank
Company Details
Short Description
Total Funding
Investors
Tracxn Score
1st
Logo for Thinking Machines Lab
Thinking Machines Lab
2024, San Francisco (United States), Seed
Developer of customizable multimodal AI systems and open-source AI research.
$2B
64/100
2nd
Logo for Google DeepMind
Google DeepMind
2010, London (United Kingdom), Funding Raised
Provider of AI research services
-
59/100
3rd
Logo for Recursive
Recursive
2026, San Francisco (United States), Series A
Developer of algorithms for recursive self-improving artificial intelligence research systems
$650M
58/100
4th
Logo for ETRI
ETRI
1976, Yuseong District (South Korea), Funding Raised
Provider of electronics and telecommunication research institute
-
56/100
5th
Logo for Pluralis
Pluralis
2024, San Francisco (United States), Seed
Developer of research for decentralized training of artificial intelligence models
$7.6M
53/100
6th
Provider of AI research, natural language processing, and computer vision services
-
50/100
7th
Developer of general-purpose inventive artificial intelligence systems for scientific research
$50M
46/100
8th
Logo for Vector Institute
Vector Institute
2017, Toronto (Canada), Unfunded
Non profit organisation focused on research in the filed of AL and machine deep learning
-
-
46/100
9th
Logo for humans&
humans&
2025, Redwood City (United States), Seed
Developer of artificial intelligence models focused on human interaction research
$480M
46/100
10th
Logo for LG Research
LG Research
2020, Seoul (South Korea), Unfunded
Developer of artificial intelligence technologies across language, vision, and data intelligence
-
-
45/100
1215th
Developer of reinforcement learning training environments for machine learning research
$16M
-
20/100
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Preference Model's Investments and acquisitions

Preference Model has made no investments or acquisitions yet.

Reports related to Preference Model

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FAQs about Preference Model

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