Towards AITowards AIToneBench

Claude Fable 5.1 (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 Fable 5.1 (max) leads overall, 89.7 to 81.1.

Claude Fable 5.1 (max)
#1 Elo 2290 · 89.7/100
Qwen3.8 Max
#52 Elo 1692 · 81.1/100
Cost / script
$3.153 vs $0.164
Human baseline
90.2 Claude Fable 5.1 (max) falls below it · Qwen3.8 Max falls below it

The verdict

Claude Fable 5.1 (max effort) has the stronger current result: #1 at 2289.7 Elo and 89.71 overall, compared with Qwen3.8 Max at #52, 1692.0 Elo, and 81.06 overall. Their 95% Elo confidence intervals do not overlap, which supports the directional ordering (2229.00–2346.50 and 1622.20–1764.00). Claude Fable 5.1 (max effort) has its clearest metric edges in Continuity & Emotion (88.54 versus 76.22) and YouTube Best Practices (88.99 versus 77.76). Qwen3.8 Max does not lead an individual published metric in this pairing. At the measured run mix, Claude Fable 5.1 (max effort) costs $3.153 per article versus $0.164 for Qwen3.8 Max; Qwen3.8 Max is the cheaper route. Both are closed-weight routes. On the current automated evidence, Claude Fable 5.1 (max effort) is the stronger default; Qwen3.8 Max remains a defensible choice when its specific strengths, price, or deployment profile matter more than the headline rank.

Pick Claude Fable 5.1 (max effort) when you prioritize the stronger current board result, continuity & emotion, and youtube best practices.
Pick Qwen3.8 Max when you prioritize lower measured cost.

Metric by metric

Blue bars: Claude Fable 5.1 (max). Orange bars: Qwen3.8 Max. Same 0–100 scale; the bold bar wins that metric.

Tone & Voice Match19% weight
89.3
80.7
Writing Craft & Clarity13% weight
89.2
81.0
Substance, Accuracy & Value15% weight
88.9
81.3
Continuity & Emotion14% weight
88.5
76.2
YouTube Best Practices12% weight
89.0
77.8
Hook Strength10% weight
90.2
83.4
Length Adherence8% weight
94.8
86.3
Slop Score (EQ-Bench + ours)5% weight
94.0
90.4
Visual Cue Quality4% weight
85.5
80.6

Everything else that differs

Claude Fable 5.1 (max)Qwen3.8 Max
Overall / 10089.781.1
Writing Elo22901692
Run-to-run spread (± overall std)3.8707.890
Cost per script (USD)3.1530.164
Avg latency (s)622.5429.0
Open weightsNoNo

Full scorecards: Claude Fable 5.1 (max) · Qwen3.8 Max. How scoring works: methodology.

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