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Average Ratings 0 Ratings

Total
ease
features
design
support

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Write a Review

Description

Bonsai 27B stands as the latest multimodal flagship in the Bonsai lineup, marking the debut of a 27B-class model designed to operate on mobile devices. Built on the foundation of Qwen3.6 27B, it introduces an elevated level of capability for local devices, featuring advanced multi-step reasoning, structured tool interactions, vision tasks, and agentic loops for computer use that maintain coherence throughout multiple steps. The Bonsai 27B is available in two distinct variants. The Ternary Bonsai 27B employs ternary weights combined with FP16 group-wise scaling, achieving an effective weight of 1.71 bits and occupying a 5.9 GB footprint, suitable for high-performance laptop applications. In contrast, the 1-bit Bonsai 27B utilizes binary weights with identical group-wise scaling, resulting in an effective weight of 1.125 bits and a more compact 3.9 GB footprint, making it compatible with the memory constraints of devices like the iPhone 17 Pro. Both models operate seamlessly across the entire language network, including embeddings, attention mechanisms, MLPs, and the language model head, without resorting to higher-precision alternatives. They also feature a compact 4-bit vision tower, enabling on-device workflows to effectively interpret screenshots, documents, and camera inputs, enhancing user interaction and productivity. This innovative approach underscores Bonsai 27B's commitment to pushing the boundaries of mobile AI capabilities.

Description

Bonsai operates as a cloud-centric platform for marketing measurement and automation, delivering brands a precise insight into their marketing effectiveness across various channels while empowering them to automate their growth strategies. Utilizing sophisticated algorithms, Bonsai's system instructs advertising platforms, such as Google and Meta, to prioritize clicks that are more likely to lead to substantial business outcomes, rather than simply accumulating click counts, thereby focusing on high-value interactions informed by historical data. Additionally, the platform features integrated audience analytics, automatically tracking customer journeys both online and offline, while allowing for segmentation based on recency, frequency, monetization (RFM), geography, technology, and user behavior without requiring any additional tracking codes. For those managing budgets, Bonsai transforms the insights derived from its marketing mix modeling into practical, profit-oriented budget strategies, enabling brands to pinpoint areas of diminishing returns and optimize their spending across various channels. Furthermore, this holistic approach ensures that brands can make informed decisions, ultimately fostering long-term growth in a competitive marketplace.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Google No 
Google Cloud CDN No 
Google Cloud Marketplace No 
Meta Ads Manager No 
Microsoft Advertising No 

Integrations

Google Yes 
Google Cloud CDN Yes 
Google Cloud Marketplace Yes 
Meta Ads Manager Yes 
Microsoft Advertising Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

$1500 per month
Free Trial No 
Free Version No 

Deployment

Web-Based No 
On-Premises No 
iPhone App Yes 
iPad App Yes 
Android App No 
Windows No 
Mac Yes 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Vendor Details

Company Name

PrismML

Founded

2026

Country

United States

Website

prismml.com/news/bonsai-27b

Vendor Details

Company Name

Bonsai

Founded

2025

Country

USA

Website

www.bonsaidata.io/platform

Product Features

Marketing Analytics

A/B Testing No 
Campaign Management No 
Channel Attribution No 
Customer Journey Mapping No 
Dashboard No 
Performance Metrics No 
Predictive Analytics No 
ROI Tracking No 
Social Media Metrics No 
Website Analytics No 

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