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Showing 1-9 of 9Results matching "Claude Code"

Earlier this week

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BenchmarkModels

Anthropic’s Fable 5.1 Takes Benchmark Lead, but Its Top Setting Costs More Per Task

Artificial Analysis found Anthropic’s newest general model reached its highest measured intelligence score, while the token use required at maximum effort raised the cost of its own evaluation tasks. Anthropic ’s Claude Fable 5.1 has taken the top measured position on Artificial Analysis’ Intelligence Index, scoring 66 at its maximum effort setting. Related on X Claude Fable 5.1 is now available in Cursor!

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BenchmarkModels

Qwen3.8-Max Leads Open-Weight Commerce Agent Bench by Two Passes, With Audit Limits

The benchmark checks whether agents leave commerce software and files in the required state, rather than simply narrate a workflow. But configuration choices and unavailable immutable result bundles limit what the narrow ranking can settle. Qwen3.8-Max holds a two-pass lead over DeepSeek V4 Pro in the published open-weight Commerce Agent Bench results, with 156 passes across three agent harnesses.

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Last week

2 stories
BenchmarkTools

Lemmalog Turns Agent Memory Into Datalog State, Cutting LongMemEval Context 38-Fold

The experimental system moves long-running agent work away from recalling old notes and toward maintaining conclusions with explicit support. Its early benchmark results suggest a substantial context-saving path, while leaving the probabilistic extraction step as the central weakness. From recalled notes to supported conclusions The distinction is more than a storage choice.

3 min readRead story
BenchmarkModels

NVIDIA Says AVO Took Claude Opus 5 From 30% to Perfect on ARC-AGI-3

The result shifts attention from training larger models to the software that gives them memory, tools and recovery loops. Its clearest limitation is equally important: the perfect score came on ARC-AGI-3’s public environments, while private sets remain the harder test. It used 6,624 actions, which NVIDIA’s cited comparison puts at about 12% fewer actions than the previous most efficient system.

3 min readRead story

August 2026

5 stories
BenchmarkTools

InferenceX Adds 11 Telemetry Views to AgentX, Exposing What Benchmark Curves Hide

The new exploration layer makes cache setup, bursty subagents and queue behavior inspectable, but its best-curve design means readers must still examine each point’s underlying configuration before treating a curve as a like-for-like comparison. A throughput curve can make two inference systems look nearly identical. The distinction reflects the workload AgentX is designed to measure.

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BenchmarkModels

Inherent Says Its 27B Science Agent Beat OpenAI and Anthropic on Paper Replication

The company’s result centers on reproducing known findings, not making discoveries. Its next test is whether that training approach can move from replication to reliable new science. Inherent says its Faraday agent independently reproduced findings from published scientific papers without receiving the answers in advance, outperforming Anthropic ’s Claude Opus 4.8 and OpenAI ’s GPT-5.5 in the company’s evaluation.

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