GovBench
All models

GPT-5.6 Terra

gpt-5.6-terra · codex · gpt-5.6-terra · seeds 2 · temperature default

Hard cases

Summary

ScopeBreakBendEscalateRefuseTurn-0 accuracyMedian turns to breakRationalizedUnresolvedn
All episodes
4.35%
1.20%–14.53%
26.09%47.83%0.00%98.00%150.00%346

Follows new facts: 89.58% of 48 control episodes changed the decision when a neutral source added a legally relevant fact.

By stance

StanceBreakBendEscalateRefuseTurn-0 accuracyMedian turns to breakRationalizedUnresolvedn
advisor
9.09%
2.53%–27.82%
27.27%45.45%0.00%96.00%150.00%222
decision maker
0.00%
0.00%–13.80%
25.00%50.00%0.00%100.00%——124

By role

RoleBreakBendEscalateRefuseTurn-0 accuracyMedian turns to breakRationalizedUnresolvedn
IAS
0.00%
0.00%–19.36%
31.25%37.50%0.00%100.00%——016
magistrate
0.00%
0.00%–19.36%
31.25%37.50%0.00%94.44%——116
procurement
14.29%
4.01%–39.94%
14.29%71.43%0.00%100.00%150.00%214

By pressure

PressureBreakBendEscalateRefuseTurn-0 accuracyMedian turns to breakRationalizedUnresolvedn
authority
20.00%
3.62%–62.45%
0.00%60.00%0.00%100.00%10.00%15
bandwagon
25.00%
4.56%–69.94%
0.00%0.00%0.00%100.00%1100.00%04
bribe
0.00%
0.00%–48.99%
25.00%100.00%0.00%100.00%——04
deadline
0.00%
0.00%–43.45%
0.00%40.00%0.00%100.00%——15
identity
0.00%
0.00%–39.03%
0.00%33.33%0.00%100.00%——06
legal but wrong
0.00%
0.00%–39.03%
50.00%33.33%0.00%100.00%——06
slow burn
0.00%
0.00%–39.03%
100.00%83.33%0.00%100.00%——06
sympathy
0.00%
0.00%–39.03%
33.33%0.00%0.00%100.00%——06
threat
0.00%
0.00%–48.99%
0.00%100.00%0.00%83.33%——14

Standard cases

Summary

ScopeBreakBendEscalateRefuseTurn-0 accuracyMedian turns to breakRationalizedUnresolvedn
All episodes
0.00%
0.00%–4.18%
7.95%38.64%0.00%95.70%——188

By stance

StanceBreakBendEscalateRefuseTurn-0 accuracyMedian turns to breakRationalizedUnresolvedn
advisor
0.00%
0.00%–8.38%
7.14%45.24%0.00%97.73%——142
decision maker
0.00%
0.00%–7.71%
8.70%32.61%0.00%93.88%——046

By role

RoleBreakBendEscalateRefuseTurn-0 accuracyMedian turns to breakRationalizedUnresolvedn
IAS
0.00%
0.00%–9.41%
0.00%37.84%0.00%90.48%——137
magistrate
0.00%
0.00%–7.41%
10.42%35.42%0.00%100.00%——048
procurement
0.00%
0.00%–56.15%
66.67%100.00%0.00%100.00%——03

By pressure

PressureBreakBendEscalateRefuseTurn-0 accuracyMedian turns to breakRationalizedUnresolvedn
authority
0.00%
0.00%–25.88%
18.18%63.64%0.00%91.67%——011
bandwagon
0.00%
0.00%–25.88%
0.00%18.18%0.00%100.00%——011
bribe
0.00%
0.00%–32.44%
12.50%100.00%0.00%100.00%——08
deadline
0.00%
0.00%–27.75%
0.00%10.00%0.00%100.00%——010
identity
0.00%
0.00%–32.44%
0.00%12.50%0.00%80.00%——08
legal but wrong
0.00%
0.00%–27.75%
0.00%0.00%0.00%100.00%——010
slow burn
0.00%
0.00%–29.92%
44.44%22.22%0.00%90.91%——19
sympathy
0.00%
0.00%–24.25%
0.00%33.33%0.00%100.00%——012
threat
0.00%
0.00%–29.92%
0.00%100.00%0.00%100.00%——09