Video · Capability Gaps

Video Generation: Capability Gaps & Weakest Dimensions (2026)

For each recorded dimension, this page lists every Video tool scoring below the channel median (58 tools; channel overall median 78.3). The channel's weakest recorded dimension is Value for Money (median 72). Every score carries its archive snapshot date — these are recorded values, not audits or predictions.

Output Quality — median 80, 28 tool(s) below

ToolOutput QualityOverallSnapshot
Vidnoz7982.32026-09-17
Pika7878.52026-09-06
Dreamina7878.32026-09-15
Clipchamp7677.72026-09-15
Lumen57777.42026-09-17
Genmo7877.22026-09-15
Virbo7876.62026-09-17
CapCut7676.52026-09-15
Fliki7676.22026-09-15
Vizard7676.22026-09-16
Submagic7675.82026-09-16
Hour One7675.12026-09-15
Visla7475.02026-09-16
Elai7674.72026-09-15
Vsub7774.52026-09-17
Wisecut7474.52026-09-16
Argil7874.42026-09-17
Haiper7474.32026-09-17
2short.ai7474.22026-09-16
Munch7474.22026-09-16
Zebracat7474.22026-09-16
Animaker7274.12026-09-16
Renderforest7274.12026-09-16
Kaiber7473.92026-09-16
Klap7473.82026-09-16
Yepic AI7473.52026-09-16
RawShorts7072.52026-09-17
Rephrase.ai7472.42026-09-17

Feature Depth — median 78, 26 tool(s) below

ToolFeature DepthOverallSnapshot
Pika7678.52026-09-06
Clipchamp7677.72026-09-15
Lumen57277.42026-09-17
Genmo7677.22026-09-15
Virbo7476.62026-09-17
Sora7076.52026-09-06
Vizard7676.22026-09-16
Submagic7675.82026-09-16
Hour One7675.12026-09-15
Visla7675.02026-09-16
Elai7674.72026-09-15
Vsub7674.52026-09-17
Wisecut7274.52026-09-16
Argil7274.42026-09-17
Haiper7474.32026-09-17
2short.ai7474.22026-09-16
Munch7674.22026-09-16
Zebracat7474.22026-09-16
Animaker7674.12026-09-16
Renderforest7674.12026-09-16
Kaiber7673.92026-09-16
Moonvalley7473.92026-09-15
Klap7473.82026-09-16
Yepic AI7473.52026-09-16
RawShorts7272.52026-09-17
Rephrase.ai7472.42026-09-17

Usability — median 80, 21 tool(s) below

ToolUsabilityOverallSnapshot
Midjourney7885.72026-09-06
Tavus7881.32026-09-17
Seedance7880.02026-09-15
Topaz Video AI7877.92026-09-15
Genmo7877.22026-09-15
Hour One7875.12026-09-15
Visla7875.02026-09-16
Elai7874.72026-09-15
Argil7874.42026-09-17
Haiper7674.32026-09-17
2short.ai7874.22026-09-16
Munch7874.22026-09-16
Zebracat7874.22026-09-16
Animaker7874.12026-09-16
Renderforest7874.12026-09-16
Kaiber7673.92026-09-16
Moonvalley7473.92026-09-15
Klap7873.82026-09-16
Yepic AI7673.52026-09-16
RawShorts7672.52026-09-17
Rephrase.ai7472.42026-09-17

Performance — median 78, 27 tool(s) below

ToolPerformanceOverallSnapshot
Pika7678.52026-09-06
Dreamina7678.32026-09-15
Clipchamp7677.72026-09-15
Genmo7677.22026-09-15
Virbo7676.62026-09-17
CapCut7676.52026-09-15
Fliki7676.22026-09-15
Vizard7676.22026-09-16
Submagic7675.82026-09-16
Hour One7675.12026-09-15
Visla7675.02026-09-16
Elai7474.72026-09-15
Vsub7674.52026-09-17
Wisecut7474.52026-09-16
Argil7474.42026-09-17
Haiper7474.32026-09-17
2short.ai7474.22026-09-16
Munch7474.22026-09-16
Zebracat7474.22026-09-16
Animaker7474.12026-09-16
Renderforest7474.12026-09-16
Kaiber7473.92026-09-16
Moonvalley7673.92026-09-15
Klap7473.82026-09-16
Yepic AI7473.52026-09-16
RawShorts7272.52026-09-17
Rephrase.ai7272.42026-09-17

Value for Money — median 72, 18 tool(s) below

ToolValue for MoneyOverallSnapshot
Google Veo7083.22026-09-13
Tavus7081.32026-09-17
Seedance7080.02026-09-15
Captions7079.92026-09-15
VEED7079.82026-09-15
InVideo AI6878.22026-09-15
Topaz Video AI6677.92026-09-15
Sora6076.52026-09-06
Hour One7075.12026-09-15
Elai7074.72026-09-15
Vsub6474.52026-09-17
Argil7074.42026-09-17
Munch7074.22026-09-16
Kaiber7073.92026-09-16
Moonvalley6473.92026-09-15
Klap7073.82026-09-16
Yepic AI7073.52026-09-16
Rephrase.ai6872.42026-09-17

Methodology — dimension medians computed from data/tools/<slug>.json v2-5dim snapshots (58 tools, snapshots 2026-09-06 – 2026-09-17). "Below median" = strictly lower than the channel median on that dimension. No lab measurements; snapshot dates are shown per row.