The Frontier · Intelligence

Intelligence

Comparable technical observations with provenance — not a leaderboard. Values stay linked to primary sources and Frontier reporting. Pilot coverage starts from five curated articles.

8 observations · 3 entities · 5 metrics · filtered to AI infrastructure (clear)

Focus areas

Model capabilities
4 entities · 6 metrics with public observations
Inference economics
1 entities · 2 metrics with public observations
AI infrastructure
3 entities · 5 metrics with public observations · showing this focus

Entities

DeepSeek-V4-Flashmodel · 2 observations
DeepSeek-V4-Promodel · 5 observations
SAM 3.1 Object Multiplexmodel · 1 observations

Metrics

CorpusQA 1M accuracycorpusqa_1m_acc · 1 observations · 1 entities
MRCR 1M mean match ratiomrcr_1m_mmr · 2 observations · 1 entities
Relative single-token inference FLOPs vs baselinerelative_inference_flops_vs_baseline · 2 observations · 2 entities
Relative accumulated KV cache vs baselinerelative_kv_cache_vs_baseline · 2 observations · 2 entities
Relative throughput vs prior releaserelative_throughput_vs_prior_release · 1 observations · 1 entities

Intelligence

Focus areas

Model capabilities

Inference economics

AI infrastructure

Entities

Metrics