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Grok 4.6

Grok 4.6 has 2 tested configurations. Its highest published overall score is 78.3 at xhigh. Inspect dimension scores, evaluation time, and cost below.

Overall score78.3

Grok 4.6 · xhigh

Backend engineering
75
Frontend interaction
76
Knowledge & reasoning
85
Evaluation time
144m 16s
Cost
$2.51

Complete evaluation · API cost

Overall rank 16 / 52 models · Best tested effortBackend tested · 9/12/2026Tasks & methodology

Results by reasoning effort

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Model / effortOverallBackend engineeringFrontend interactionKnowledge & reasoningTotal eval. timeTotal ref. costCompare
72.1677180101m 5s$2.46
78.3757685144m 16s$2.51

Score breakdown

Overall score
78.3
Evaluation time
144m 16s
Cost
$2.51

Service logic, error handling and verification.

Contracts and boundaries12 / 20

API contracts, input validation and boundary behavior.

Retries and failures18 / 20

Recovery, retry conditions and failure handling.

CI and adversarial review14 / 20

Verification plans, risk detection and audit evidence.

Transactions and consistency17 / 20

State transitions, concurrency and consistency.

Caching and regression14 / 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
+6.2 pts
72.1 78.3
Cost
+$0.054
$2.46 $2.51
Evaluation time
+42.7%
101m 5s 144m 16s
View full comparison
Data snapshot published · 11/13/2026Scoring & cost notes