Annual Rankings

Products evaluated during 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
2026-07-24

Graphify

JURY SCORE81.1
RANGE79.5–82.5
VERDICTStrong Consensus
Read Verdict →
3
2026-08-04

Kimi K3 In C

JURY SCORE81.1
RANGE78.0–82.5
VERDICTStrong Consensus
Read Verdict →

Rankings Ledger

RankProductJury ScoreConsensusRangePublished Date
#4Cumora80.7General Agreement77.5–84.02026-08-18
#5Talivia80.7General Agreement75.0–83.52026-07-30
#6Xy Core80.1Strong Consensus77.5–82.52026-07-29
#7zcomplete80.0Strong Consensus77.5–82.52026-08-23
#8CodeAlmanac79.5Split Decision71.0–84.52026-07-22
#9fec79.4General Agreement77.0–82.52026-08-05
#10Moonshine 🌙79.4General Agreement74.5–83.52026-07-21
#11GooeyPi79.1Strong Consensus78.0–81.02026-08-22
#12Texbrain78.9General Agreement74.0–84.02026-08-26
#13Qwen Audio Agent78.1General Agreement75.0–81.52026-08-14
#14Codex Keysmith77.9General Agreement73.5–81.52026-08-06
#15Exmergo Dex77.6Strong Consensus76.0–79.52026-07-22
#16OCR It77.3Strong Consensus75.5–78.52026-08-24
#17Best Claude Hud77.2General Agreement73.0–80.52026-08-07
#18Dsh Whale Widget76.0Strong Consensus73.5–77.52026-08-27
#19scriptc76.0General Agreement70.5–80.02026-07-27
#20HermesOffice74.9Split Decision69.0–81.52026-08-15
#21WeChat-AI73.7Strong Consensus70.0–75.02026-08-11
#22Phone Harness 📱73.6General Agreement66.0–76.02026-08-10
#23OPSD-V73.5General Agreement67.0–76.52026-08-01
#24Openleetcode72.5General Agreement68.5–77.02026-08-19
#25ESP32 LLM72.2General Agreement66.0–77.52026-07-26
#26Claude of Duty71.6General Agreement68.0–74.52026-07-29
#27Wardrobe69.0Split Decision60.0–76.02026-07-21
#28minio-dash64.3Highly Divisive54.0–74.52026-07-21
#29legionlinuxtui61.0Split Decision53.5–67.52026-08-02
#30skitter-creek-bath-salts58.9General Agreement54.5–61.52026-08-17