MiniMax M3 vs Qwen3.7 Max (default)
Should you write with MiniMax M3 or Qwen3.7 Max (default)? On this page the only thing that changes is the model. Both wrote their own version of the scripts behind 10 of my What's AI videos, five drafts per script, and three judges from three model families scored every draft blind, with my finished script as the reference. MiniMax M3 leads overall, 82.7 to 80.9.
The verdict
The clearest difference here is length, and it goes to MiniMax M3. It ranks #71 to Qwen3.7 Max (default)'s #85, about 126 Elo ahead. Length Adherence is the widest gap, about six points, with visual cues next at about four, so expect a moderate step up rather than a different class of script. Qwen3.7 Max (default) isn't outclassed everywhere: it edges YouTube structure and slop, by less than a point each, and its hook is nearly level. On cost, MiniMax is an estimated $0.023 a script against $0.056, well under half, and it's the open-weights option. Speed is a wash, both under two minutes. I'd only choose Qwen here if it's the provider you already run on.
Pick MiniMax M3 when you want on-length scripts with better cues for under half the price.
Pick Qwen3.7 Max (default) only if Qwen is the provider you already run on.
How to read these numbers
Overall vs Elo. Overall is the weighted rubric score. Elo compares each model's five-draft average with every other model's, script by script, and counts gaps inside run-to-run noise as draws, so it rewards winning often and can disagree with overall. My own scripts score 90.9 on the same rubric, not a literal 100. Right now 2 of 167 ranked configurations reach it. A model above that line writes at that level on this rubric. That's not the same as beating my script line for line.
Reading the Elo intervals. Each 95% range comes from resampling every model's recorded run scores on each task and re-ranking. Comparing these separate ranges does not test the Elo gap between two models: far apart is strong evidence, and overlap isn't a tie. The tasks stay fixed, so the ranges say nothing about new tasks (the long version).
Metric by metric: where the gap comes from
Blue is MiniMax M3, orange is Qwen3.7 Max (default), and the solid bar takes the metric. The weight under each name is how much it counts toward the overall. Weighted by how much each metric counts, Tone & Voice Match does the most to put MiniMax M3 ahead: it leads there by 2.7 points. If you care about one thing, say voice or length, go straight to that row.
Cost, speed, and consistency
Quality is half the decision. The other half is what each script costs you, how long you wait, and how often you get a bad draft. MiniMax M3 is ahead and it's also the cheaper one: Qwen3.7 Max (default) costs about 2.4x as much per script.
| MiniMax M3 | Qwen3.7 Max (default) | |
|---|---|---|
| Overall / 100 | 82.7 | 80.9 |
| Writing Elo | 1672 | 1546 |
| Score spread across drafts (± overall std) | 1.980 | 2.310 |
| Cost per script (USD) | 0.023 | 0.056 |
| Avg time per script (min) | 1.8 | 1.8 |
| Open weights | Yes | No |
Green wins the row, and for spread, cost and time, lower wins. Cost is one script at recorded list prices, uncached and without judging, so your real bill will differ. Spread is how much the overall score moves across a model's drafts, and time is the average time to get one accepted script, retries included.
Want the script-by-script detail? Full scorecards: MiniMax M3 · Qwen3.7 Max (default). The whole scoring pipeline is on the methodology page.
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