Breakouts

Tools showing genuine acceleration — score moving faster than its 14-day baseline, with multi-signal corroboration and persistence across runs. Not popularity.

breakout_v0.2·Jun 15, 04:04 UTC·3 graduated · 6 emerging candidates · 190/225 early-watch

Lifecycle this run

New35
Promoted3
Sustained157
Demoted39
Fading0

Archetype split

Early breakout227
Major breakout7

Graduated Breakouts

3

Candidates that have sustained acceleration across enough runs to graduate from emerging status.

ToolScoreConfAccelRank ΔRank
#1Anyword72.3high+1.84+37#977Why: rank climb + commit acceleration· 15 runs#2Bardeen72.0high+2.10+35#976Why: rank climb + commit acceleration· 12 runs#3Moondream70.4high+1.19+37#974Why: rank climb + commit acceleration· 15 runs

Emerging Breakout Candidates

Current tools showing acceleration, rank movement, corroboration, and persistence — not yet graduated.

#1high

clojure-opennlp

NLP

Score68.5
Accel+3.58
Rank Δ+24
#2high

fastagency

Agents / RAG Platforms

Score66.9
Accel+1.00
Rank Δ+27
#3high

tf-encrypted

Deep Learning

Score66.2
Accel+0.97
Rank Δ+27

Breakout score combines acceleration, rank change, corroboration, and persistence.

Confidence reflects multi-signal corroboration, not certainty:HIGHMEDIUMLOW

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Emerging

6

Active candidates — accelerating with multi-signal corroboration over 2+ runs.

ToolScoreConfAccelRank ΔRank
#1clojure-opennlp68.5high+3.58+24#952Why: rank climb + commit acceleration· 12 runs#2fastagency66.9high+1.00+27#957Why: rank climb + commit acceleration· 10 runs#3tf-encrypted66.2high+0.97+27#921Why: rank climb + commit acceleration· 8 runs#4Log1061.1high+6.89+19#961Why: corroboration + rank climb· 13 runs#5GAOKAO-Bench59.6high+3.29+26#936Why: rank climb + commit acceleration· 15 runs#6vectorvfs58.4high+1.68+20#941Why: rank climb + corroboration· 9 runs

Showing top 25 of 190 early-watch candidates

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Early watch

25

Radar — early acceleration not yet sustained. Filtered to confidence above low or breakout score ≥ 50.

ToolScoreConfAccelRank ΔRank
#1chromem-go73.1low-2.74+157#928Why: rank climb + score acceleration· 12 runs#2data-validation71.8low-4.14+149#922Why: rank climb + score acceleration· 20 runs#3RAG-FiT71.7low-3.98+100#942Why: rank climb + score acceleration· 14 runs#4Mentat71.6medium+1.84+37#981Why: rank climb + commit acceleration· 11 runs#5BERT-flow71.0medium+2.38+37#980Why: rank climb + commit acceleration· 6 runs#6jieba-php69.4low-1.31+59#668Why: rank climb + score acceleration· 18 runs#7opencode.nvim68.5low-3.35+215#683Why: rank climb + score acceleration· 22 runs#8runanywhere-sdks68.4low-7.25+250#666Why: rank climb + score acceleration· 16 runs#9swama67.7low-0.89+73#897Why: rank climb + score acceleration· 8 runs#10dataframe-go67.2low-2.48+166#930Why: rank climb + score acceleration· 7 runs#11PaddleNLP66.8low-0.78+67#612Why: rank climb + score acceleration· 18 runs#12CodeRL66.6low-1.23+39#964Why: score acceleration + rank climb· 14 runs#13AutoAWQ66.6low0.00+28#893Why: score acceleration + rank climb· 18 runs#14ai-research-assistant66.4low-3.13+110#959Why: rank climb + score acceleration· 11 runs#15minDiffusion66.3medium+1.60+54#931Why: rank climb + commit acceleration· 10 runs#16seldon-core66.3low-1.43+104#905Why: rank climb + score acceleration· 18 runs#17chatarena66.0low-0.15+31#726Why: score acceleration + rank climb· 16 runs#18CogVLM65.8low-1.80+101#814Why: rank climb + score acceleration· 18 runs#19xllm65.4low-0.35+44#929Why: score acceleration + rank climb· 6 runs#20APIAuto65.3low-0.41+44#918Why: score acceleration + rank climb· 14 runs#21robosuite65.3low-1.31+62#561Why: rank climb + score acceleration· 4 runs#22Tome65.2low-0.01+24#852Why: score acceleration + rank climb· 8 runs#23rl4co64.6medium+0.58+68#909Why: rank climb + commit acceleration· 14 runs#24ChatGLM-6B64.2low-1.42+95#672Why: rank climb + score acceleration· 12 runs#25pkuseg-python64.1low-3.52+237#795Why: rank climb + score acceleration· 23 runs