A scoring rubric for comparing video models
A weighted five-axis rubric with written 1-5 anchors for every point, so a model bake-off produces a number you can defend a week later.
9 min read
Buying a music model on training provenance
ElevenLabs Music trained under Merlin and Kobalt deals; Suno is still on a settlement track. How to compare music models on provenance and what to ask legal.
8 min read
Seedance 2.0 vs 2.5: the ranking gap is noise
Arena scores Seedance 2.0 at 1482 and 2.5 at 1477 on 720p text-to-video. Why five points is not a verdict, and a three-prompt test that actually is.
8 min read
Usable rate is the benchmark nobody publishes
A model that wins every side-by-side can lose badly on credits per shipped shot. How to log first-pass usable rate and let it decide which model you route to.
9 min read
Design-Native Models vs General-Purpose Image Generators
Recraft V4 and Riverflow 2.0 were built with designers, not for beauty contests. Feature tags predict fit for real deliverables better than any Elo score.
7 min read
ImagineArt 2.0 Inside Versely: Where It Fits for Photoreal Work
ImagineArt 2.0 is a real model in Versely's catalog with a specific photoreal pitch. What the vendor claims, what the arena says, and when to use it.
7 min read
Nano Banana 2 Lite: When the Cheap, Fast Tier Is Enough
A decision guide to Google's Nano Banana 2 Lite: which jobs belong on the fast, low-cost tier versus full Nano Banana 2, with batch-workflow examples.
8 min read
Gemini 3.5 Flash Launch: What Creators Need to Know in 2026
Google's new fast-tier model beats its own Pro on coding and agentic benchmarks at a fraction of the cost. Here is what Gemini 3.5 Flash means for creators, agents, and the Versely chat router.
13 min read
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