Monthly Rankings

Products evaluated during August 2026 (JST), ranked by Jury Score.

1
2026-08-09

Swiftlet

Swiftlet streams massive MoE models onto consumer hardware but faces prefill bottlenecks

JURY SCORE83.2
RANGE80.5–84.5
VERDICTStrong Consensus
Read Verdict →
2
2026-08-04

Kimi K3 In C

JURY SCORE81.1
RANGE78.0–82.5
VERDICTStrong Consensus
Read Verdict →
3
2026-08-18

Cumora

JURY SCORE80.7
RANGE77.5–84.0
VERDICTGeneral Agreement
Read Verdict →

Rankings Ledger

RankProductJury ScoreConsensusRangePublished Date
#4zcomplete80.0Strong Consensus77.5–82.52026-08-23
#5fec79.4General Agreement77.0–82.52026-08-05
#6GooeyPi79.1Strong Consensus78.0–81.02026-08-22
#7Texbrain78.9General Agreement74.0–84.02026-08-26
#8Qwen Audio Agent78.1General Agreement75.0–81.52026-08-14
#9Codex Keysmith77.9General Agreement73.5–81.52026-08-06
#10OCR It77.3Strong Consensus75.5–78.52026-08-24
#11Best Claude Hud77.2General Agreement73.0–80.52026-08-07
#12Dsh Whale Widget76.0Strong Consensus73.5–77.52026-08-27
#13HermesOffice74.9Split Decision69.0–81.52026-08-15
#14WeChat-AI73.7Strong Consensus70.0–75.02026-08-11
#15Phone Harness 📱73.6General Agreement66.0–76.02026-08-10
#16OPSD-V73.5General Agreement67.0–76.52026-08-01
#17Openleetcode72.5General Agreement68.5–77.02026-08-19
#18legionlinuxtui61.0Split Decision53.5–67.52026-08-02
#19skitter-creek-bath-salts58.9General Agreement54.5–61.52026-08-17