ModelDial · Model results

GPT-6 Sol

GPT-6 Sol has 5 tested configurations. Its highest published overall score is 80.9 at xhigh. Inspect dimension scores, evaluation time, and cost below.

2026-09-22

Overall score80.9

GPT-6 Sol · xhigh

Backend engineering: 77
Frontend interaction: 92
Knowledge & reasoning: 75

Evaluation time: 39m 22s
Cost: $1.10

Complete evaluation · API cost

Overall rank 14 / 52 models · Best tested effortBackend tested · 9/23/2026Tasks & methodology

Results by reasoning effort

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Overall	Backend engineering	Frontend interaction	Knowledge & reasoning	Total eval. time	Total ref. cost
63.4	49	76	70	33m 0s	$0.59
70.4	65	83	65	35m 34s	$0.77
73.5	72	79	70	31m 45s	$0.81
80.9	77	92	75	39m 22s	$1.10
78.6	78	88	70	35m 40s	$1.14

Score breakdown

Effort

Overall score: 80.9
Evaluation time: 39m 22s
Cost: $1.10

Service logic, error handling and verification.

Contracts and boundaries17 / 20

API contracts, input validation and boundary behavior.

Retries and failures17 / 20

Recovery, retry conditions and failure handling.

CI and adversarial review13 / 20

Verification plans, risk detection and audit evidence.

Transactions and consistency15 / 20

State transitions, concurrency and consistency.

Caching and regression15 / 20

Invalidation, data updates and regression coverage.

What changes with higher reasoning effort

Compare overall scores, cost, and time across neighboring tested efforts.

high xhigh

Overall: +7.4 pts
Cost: +$0.29
Evaluation time: +24.0%

View full comparison

Model and effort comparisons

GPT-6.1 Sol vs GPT-6 Sol

Compare the two Sol generations at their highest-scoring tested overall efforts, and see how score deltas trade off against evaluation time and cost.

Data snapshot published · 11/13/2026Scoring & cost notes