Towards AITowards AIToneBench

Claude Opus 5.5 (max) vs Qwen3.8 Max

Head-to-head on the Towards AI writing benchmark: same 10 real YouTube scripts, five runs each, scored blind by a three-family judge panel. Claude Opus 5.5 (max) leads overall, 91.8 to 83.2.

Claude Opus 5.5 (max)
#1 Elo 2846 · 91.8/100
Qwen3.8 Max
#68 Elo 1682 · 83.2/100
Cost / script
$3.433 vs $0.161
Human baseline
90.9 Claude Opus 5.5 (max) exceeds it · Qwen3.8 Max falls below it

The verdict

Claude Opus 5.5 (max effort) wins this one, and the board is not close: #1 at 2845.8 Elo and 91.77 overall, against #68, 1681.5 Elo and 83.15 overall for Qwen3.8 Max. The 95% Elo intervals do not overlap (2790.8 to 2899.6 against 1633.0 to 1735.2). Where Claude Opus 5.5 (max effort) pulls ahead: Continuity & Emotion (90.91 vs 78.41) and Tone & Voice Match (91.03 vs 80.24). Qwen3.8 Max does not take a single metric off Claude Opus 5.5 (max effort) in this pairing. The trade is price: Qwen3.8 Max costs about $0.161 per article against $3.433 for Claude Opus 5.5 (max effort), so you pay for the higher rank. Both are closed. Default to Claude Opus 5.5 (max effort). Reach for Qwen3.8 Max when the lower price matters more to you than the headline rank.

Pick Claude Opus 5.5 (max effort) for the stronger board result, continuity, and tone.
Pick Qwen3.8 Max for the lower price.

Reading the Elo intervals. Each range estimates uncertainty around one model's Elo. We repeatedly sample from every model's recorded run scores on each task and recalculate the full ranking. Comparing these separate ranges does not test the Elo gap between two models. The tasks stay fixed, so the ranges do not measure how the ranking would change on new tasks.

Metric by metric

Blue bars: Claude Opus 5.5 (max). Orange bars: Qwen3.8 Max. Same 0–100 scale; the bold bar wins that metric.

Tone & Voice Match19% weight
91.0
80.2
Writing Craft & Clarity13% weight
91.5
82.0
Substance, Accuracy & Value15% weight
90.7
84.4
Continuity & Emotion14% weight
90.9
78.4
YouTube Best Practices12% weight
91.7
82.5
Hook Strength10% weight
91.2
83.0
Length Adherence8% weight
97.6
94.0
Slop Score (EQ-Bench + ours)5% weight
94.9
90.7
Visual Cue Quality4% weight
89.3
84.2

Everything else that differs

Claude Opus 5.5 (max)Qwen3.8 Max
Overall / 10091.883.2
Writing Elo28461682
Run-to-run spread (± overall std)0.8501.980
Cost per script (USD)3.4330.161
Avg latency (s)1,023.3431.6
Open weightsNoNo

Full scorecards: Claude Opus 5.5 (max) · Qwen3.8 Max. How scoring works: methodology.

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