Index v4.3 Hotfix r/singularity Discussion

Artificial Analysis Intelligence Index v4.3 Explorer

Terminal-Bench v4.0 upgrade & AutomationBench-AA private test set weight simulation

Community Context (r/singularity): Artificial Analysis rolled out Intelligence Index v4.3 as a bridging hotfix while v5 is finalized. The community noted that recent frontier releases (such as Astra and Spark) highlighted outdated evaluations in Terminal-Bench v2.1 and 𝜏³-Banking, necessitating rapid benchmark suite modernization.
Frontier Model Leaderboard (Index v4.3) 3 of 3 models shown

Real-time composite scores compared with Index v4.2 baseline.

Rank Model Terminal v4 AutomationBench Reasoning Index v4.3 Score vs v4.2 Delta

Benchmark Upgrade Changelog & Evidence

Terminal-Bench v4.0

Upgraded from v2.1. Addresses complaints on r/singularity that the earlier test suite failed to capture recent advances in command-line autonomous agents and multi-tool orchestration.

AutomationBench-AA

Replaces the previous 𝜏³-Banking evaluation. Features a private, contamination-resistant test set specifically geared towards agentic workflow automation in enterprise scenarios.

Bridging Release to v5

Community members observed that v5 has been in development for months; v4.3 was deployed to maintain trust and benchmark fidelity following the launch of high-performing frontier models.

Research & Discussion Grounding

Source: r/singularity: Artificial Analysis updates its Intelligence Index to version 4.3.

Artificial Analysis Intelligence Index v4.3 Explorer Explainer

Read the explanation

The v4.3 index evaluates frontier models by computing a normalized linear blend across three pillar benchmarks: Terminal-Bench v4, AutomationBench, and Reasoning. Under official weights, Model Alpha achieves 91.92, narrowly edging Model Beta at 91.69 due to high CLI execution scores. Selecting the Agentic Heavy preset shifts AutomationBench weight up to 60 percent, dynamically flipping the leaderboard to crown Model Beta first.

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