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Samsara CM32 vs Lytx SF400: Commercial Dashcam 2026

89Very Good

Samsara CM32

Average Score

VS
85Very Good

Lytx SF400

Average Score

Winner: Samsara CM32

Category Breakdown

AI Detection

Samsara CM32 wins
Samsara CM3290
Lytx SF40088

Samsara's AI detects distracted driving, tailgating, rolling stops, harsh events, and more with impressive accuracy and few false positives. Lytx's MV+AI technology is similarly advanced with strong detection capabilities. Both are best-in-class.

Video Quality

Samsara CM32 wins
Samsara CM3288
Lytx SF40085

The CM32 records in 1080p with solid night vision and a wide field of view. The SF400 also records in 1080p with good image quality. Samsara's video compression is slightly better, preserving more detail in uploaded footage.

Driver Coaching

Lytx SF400 wins
Samsara CM3288
Lytx SF40092

Lytx pioneered video-based driver coaching and their programs are the most mature in the industry. Their coaching workflow, scoring algorithms, and safety improvement tracking are exceptionally well-developed. Samsara's coaching tools are good but less refined.

Fleet Dashboard

Samsara CM32 wins
Samsara CM3292
Lytx SF40082

Samsara's unified fleet dashboard is a significant advantage — dashcam data integrates seamlessly with ELD, GPS, and maintenance data in one view. Lytx's dashboard is good for camera data but does not include the broader fleet context.

Installation

Samsara CM32 wins
Samsara CM3285
Lytx SF40080

The CM32 is relatively easy to install with a compact form factor. The SF400 is slightly bulkier and may require professional installation for optimal positioning. Both need hardwiring for reliable power.

Score Summary

CategorySamsara CM32Lytx SF400Leader
AI Detection9088Samsara CM32
Video Quality8885Samsara CM32
Driver Coaching8892Lytx SF400
Fleet Dashboard9282Samsara CM32
Installation8580Samsara CM32
Overall Average8985Samsara CM32

Our Verdict

The Samsara CM32 wins for fleets already using or considering Samsara's broader fleet platform. The integration between dashcam, ELD, GPS, and maintenance creates a unified safety picture that standalone dashcam solutions cannot match.

The Lytx SF400 wins for fleets laser-focused on driver safety coaching. Lytx's coaching programs and safety improvement methodology are the gold standard in the industry, with decades of video safety expertise.

Choose Samsara for platform integration. Choose Lytx for best-in-class coaching.

Frequently Asked Questions

Driver acceptance has improved dramatically as AI dashcams become standard. Frame it as a safety tool that protects drivers from false claims — most accident-related dashcam footage exonerates the driver. Fleets that introduce dashcams with coaching rather than punishment see much better adoption.
In most cases, dashcam footage is owned by the fleet/company and can be subpoenaed in legal proceedings. However, footage more often protects drivers by proving they were not at fault. The liability protection benefits typically outweigh privacy concerns.
AI dashcams upload only triggered events (not continuous footage), typically using 2-5 GB per vehicle per month. This requires a cellular data plan usually included in the monthly subscription. Edge AI processing keeps data usage manageable.

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Published March 25, 2026