Average Ratings 0 Ratings
Average Ratings 0 Ratings
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
API Access
Has API
Integrations
Google
Google Cloud CDN
Google Cloud Marketplace
Meta Ads Manager
Microsoft Advertising
Integrations
Google
Google Cloud CDN
Google Cloud Marketplace
Meta Ads Manager
Microsoft Advertising
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
$1500 per month
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
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
Product Features
Marketing Analytics
A/B Testing
Campaign Management
Channel Attribution
Customer Journey Mapping
Dashboard
Performance Metrics
Predictive Analytics
ROI Tracking
Social Media Metrics
Website Analytics
Alternatives
No Alternatives