Rivian R1s vs Lexus GX

A data-driven comparison of two real rivals — pulling reliability scores, RepairPal repair costs, and the most-reported issues. Rivalry score: 85/100. Both are full-size luxury SUVs with similar target markets, though Lexus GX may appeal to a slightly different brand loyalty.

Rivian R1s

Reliability score59/100
RepairPal rating2.0/5
Recent US sales61,250
Top issueLatches Locks Linkages (2)
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Lexus GX

Reliability score84/100
RepairPal rating4.0/5
Recent US sales71,727
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Verdict: Rivian R1s vs Lexus GX

The Lexus GX outshines the Rivian R1s in reliability, boasting a higher average reliability score of 79/100 compared to Rivian's 58/100. With only 6 recalls over nine years and a mere 1 owner complaint per 10,000 sold, the Lexus GX demonstrates a solid track record, whereas the R1s has faced 24 recalls in just three years and 19 complaints per 10,000 sold. The key differentiators lie in the recall history and complaint rate, where the GX's performance is notably superior. Despite both vehicles having issues with their electrical systems and suspensions, the Lexus GX's overall reliability metrics make it the more dependable choice.

Reliability problem analysis

The Lexus GX exhibits a relatively balanced problem profile with the most significant issue being related to service brakes, accounting for 7 complaints, alongside electrical system concerns that include 1 crash-linked incident. In contrast, the Rivian R1s shows a higher volume of complaints, particularly notable in the air bags category with 28 total complaints, including 1 linked to a crash, indicating a potential safety concern. The R1s also faces challenges with its electrical system, accumulating 16 complaints, 2 of which are crash-linked, suggesting a more pronounced vulnerability compared to the GX. Both vehicles have suspension-related issues, but the Rivian R1s has a broader distribution of problems across various components, highlighting a more complex reliability landscape.

Which one to buy

If you prioritize reliability and a track record of fewer issues, the Lexus GX is a strong choice. With a reliability score of 79/100, it stands out as the more dependable option. The GX has experienced only 6 recalls and has a low rate of owner complaints at 1 per 10,000 sold, indicating a stable and trustworthy vehicle. This model is well-suited for those who seek peace of mind and minimal disruptions due to car issues.

On the other hand, the Rivian R1s, with a reliability score of 58/100, may appeal to those who are early adopters of new technology and prefer an electric vehicle with a unique design. However, be prepared for potential challenges, as it has had 24 recalls and a higher complaint rate of 19 per 10,000 sold. If you are willing to navigate these growing pains for the sake of innovation, the R1s could still be a compelling option.

Check a specific Rivian R1s or Lexus GX by VIN

Reliability tells you the average. A VIN check tells you about the exact vehicle.