Independent · Updated regularly

The best AI, ranked — with the evidence.

Independent rankings of AI models, apps and tools — with the evidence behind every call.

AI model leaderboard

Top models ranked on real-world agentic tasks — tool reliability, task completion and steerability.

Updated Oct 1, 2026
#ModelProviderOverall score
1Claude Fable 5.1ProprietaryAnthropic83.4
2Claude Opus 5.5ProprietaryAnthropic83.2
3Claude Fable 5ProprietaryAnthropic83.0
4GPT-6 AstraProprietaryOpenAI82.2
5Muse Spark 1.3ProprietaryMeta81.6
6DeepSeek V4.1 FlashOpen weightsDeepSeek81.1
7GPT 5.6 SolProprietaryOpenAI81.0
8GPT 5.5ProprietaryOpenAI80.2

How we rank

01

We test, not guess

Every model runs the same hands-on trials — agentic tasks, coding, long-context reasoning and tool use — under controlled conditions, and we re-run them when models change.

02

Consensus, with receipts

We combine reproducible benchmarks, peer-reviewed studies and independent reviews. No single score, no single opinion — and every verdict links to its evidence.

03

Fresh and independent

Rankings are re-scored as new models ship and benchmarks move. We take no money from the labs we cover.

How we test and rank →

AI Daily Signal

The last 24 hours in AI, in 90 seconds.

Keeping across AI is a full-time job — ours, not yours.

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Use cases

The right tool for the job you actually have.

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Guides

Plain-English explainers, kept current.

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