Archived research. Equity forecasting is part of the Runchey Research archive (methodology era 1) and is no longer actively updated. Everything remains published at its original URL. Browse the archive

Back to Forecasting
RIVNActive

Will Rivian report positive automotive segment gross profit in Q4 2026?

Resolves February 28, 2027(212d)
IG: 0.80

Current Prediction

35%
Likely No
Model Agreement72%
Predictions9 runs
Last UpdatedMarch 16, 2026

Prediction Distribution

0%25%50%75%100%
opus
sonnet
haiku
Range: 31%39%Aggregate: 35%
Individual Predictions(9 runs)
opusRun 1
31%

R2 at $45K with 50% BOM reduction means tight margins. New vehicle launches typically have higher-than-planned costs in Year 1.

R2 $45K price with 50% BOM reductiontight margin profileYear 1 launch cost overruns typical
opusRun 2
34%

Management's own guidance says R2 negatively impacts automotive margins in Q2-Q3 before Q4 benefit. This is optimistic for launch curves.

management guides R2 negative margin impact Q2-Q3Q4 benefit assumption optimisticlaunch curve risk
opusRun 3
37%

R1/EDV continuing to improve helps, but R2 negative margin contribution may overwhelm improvements from existing products.

R1/EDV margin improvement continuingR2 negative contribution may overwhelm gains
sonnetRun 1
39%

R2 at $45K with 50% BOM reduction means tight margins. New vehicle launches typically have higher-than-planned costs in Year 1.

R2 $45K price with 50% BOM reductiontight margin profileYear 1 launch cost overruns typical
sonnetRun 2
33%

Management's own guidance says R2 negatively impacts automotive margins in Q2-Q3 before Q4 benefit. This is optimistic for launch curves.

management guides R2 negative margin impact Q2-Q3Q4 benefit assumption optimisticlaunch curve risk
sonnetRun 3
36%

R1/EDV continuing to improve helps, but R2 negative margin contribution may overwhelm improvements from existing products.

R1/EDV margin improvement continuingR2 negative contribution may overwhelm gains
haikuRun 1
38%

R2 at $45K with 50% BOM reduction means tight margins. New vehicle launches typically have higher-than-planned costs in Year 1.

R2 $45K price with 50% BOM reductiontight margin profileYear 1 launch cost overruns typical
haikuRun 2
35%

Management's own guidance says R2 negatively impacts automotive margins in Q2-Q3 before Q4 benefit. This is optimistic for launch curves.

management guides R2 negative margin impact Q2-Q3Q4 benefit assumption optimisticlaunch curve risk
haikuRun 3
36%

R1/EDV continuing to improve helps, but R2 negative margin contribution may overwhelm improvements from existing products.

R1/EDV margin improvement continuingR2 negative contribution may overwhelm gains

Resolution Criteria

Resolves YES if Rivian reports positive gross profit (above $0) for the Automotive segment in Q4 2026 as disclosed in the Q4 2026 earnings release or 10-K. Resolves NO if automotive segment gross profit is negative or zero.

Resolution Source

Rivian Q4 2026 earnings call or 10-K FY2026

Source Trigger

Automotive segment gross profit — when does it turn positive?

atomic-auditorUNIT_ECONOMICSHIGH
View RIVN Analysis

Full multi-lens equity analysis