Model result, rank 2 of 27

GPT‑5.6 Terra

OpenRouter · extra-high reasoning · Full + SWE + Hard measured. Public result card with the model’s overall score, lane measurements, runtime and cost telemetry, and the ranking formula.

Compare all models Download public JSON

Figure 1 Lane profile against the cohort Each bar is one measured lane on the shared 0 to 100 scale. The thin mark is the cohort median; the bright mark is the best score any ranked model reached on that lane.

Full / Agenticlane rank #5 of 27

85.89

SWE MVPlane rank #7 of 27

86.08

Hard Intelligencelane rank #9 of 27

88.18

GPT‑5.6 Terra
Cohort median
Cohort best

Overall score86.72

Rank #2

Full / Agentic85.89

Full rank #5

SWE MVP86.08

SWE rank #7

Hard Intelligence88.18

Hard rank #9

Measured cost$1.867

100.0% reliability

Overall

All-around publication view

Score86.72

Formulamean(Full, SWE, Hard Intelligence)

BasisOpenRouter · extra-high reasoning · Full + SWE + Hard measured

The overall score averages the measured major lanes while keeping each source measurement visible.

Lane 01

Full / Agentic benchmark

Final85.89

Capability94.01

Agentic89.22

Pass rate94.3%

Prompts43

This lane captures instruction following, structured behavior, tool discipline, and general agentic reliability.

Lane 02

Software engineering MVP

SWE score86.08

Focused final79.82

Capability83.39

Daily driver79.38

Prompts24

This lane is closer to implementation usefulness: source handling, architecture cleanliness, and deliverable quality.

Lane 03

Hard Intelligence diagnostic

Hard score88.18

Active inquiry99.75

Online adaptation97.50

Self-repair85.48

Authority integrity70.00

Hard Intelligence measures active inquiry, online adaptation, evidence-driven self-repair, and authority/salience integrity.

Telemetry

Runtime economics

Total cost$1.867

Cost / scored item$0.022

Seconds / timed item5.75s

Runtime coverage100.0%

Recorded tokens / item6.8k

Token coverage100.0%

Cost, time, and token basis are normalized telemetry. They explain tradeoffs; they do not overwrite the capability score yet.

Interpretation

Why the result lands here.

This is a top-tier all-around entrant: the aggregate score remains close to the leader, with lane-level tradeoffs shown separately. Hard Intelligence score is 88.18 and contributes to the overall score alongside Full/Agentic and SWE. Exact OpenRouter model: openai/gpt-5.6-terra. Measured with OpenRouter extra-high reasoning across Full/Agentic, SWE MVP, and Hard Intelligence. Hard Intelligence is a public diagnostic, not a hidden official score. Full long-context probe rescored under suite v4 (rubric: correct answer zeroed by the phrase list).