Towards AITowards AIToneBench

Claude Fable 5.1 (max) vs Grok 4.6

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 86.6.

Claude Fable 5.1 (max)
#1 Elo 2290 · 89.7/100
Grok 4.6
#30 Elo 2004 · 86.6/100
Cost / script
$3.153 vs $0.204
Human baseline
90.2 Claude Fable 5.1 (max) falls below it · Grok 4.6 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 Grok 4.6 at #30, 2004.1 Elo, and 86.61 overall. Their 95% Elo confidence intervals do not overlap, which supports the directional ordering (2229.00–2346.50 and 1951.50–2050.00). Claude Fable 5.1 (max effort) has its clearest metric edges in Hook Strength (90.21 versus 80.81) and Length Adherence (94.83 versus 88.03). Grok 4.6 counters on Visual Cue Quality (86.63 versus 85.53). At the measured run mix, Claude Fable 5.1 (max effort) costs $3.153 per article versus $0.204 for Grok 4.6; Grok 4.6 is the cheaper route. Both are closed-weight routes. On the current automated evidence, Claude Fable 5.1 (max effort) is the stronger default; Grok 4.6 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, hook strength, and length adherence.
Pick Grok 4.6 when you prioritize visual cue quality, and lower measured cost.

Metric by metric

Blue bars: Claude Fable 5.1 (max). Orange bars: Grok 4.6. Same 0–100 scale; the bold bar wins that metric.

Tone & Voice Match19% weight
89.3
87.9
Writing Craft & Clarity13% weight
89.2
86.5
Substance, Accuracy & Value15% weight
88.9
87.5
Continuity & Emotion14% weight
88.5
85.8
YouTube Best Practices12% weight
89.0
86.5
Hook Strength10% weight
90.2
80.8
Length Adherence8% weight
94.8
88.0
Slop Score (EQ-Bench + ours)5% weight
94.0
91.2
Visual Cue Quality4% weight
85.5
86.6

Everything else that differs

Claude Fable 5.1 (max)Grok 4.6
Overall / 10089.786.6
Writing Elo22902004
Run-to-run spread (± overall std)3.8702.530
Cost per script (USD)3.1530.204
Avg latency (s)622.5243.1
Open weightsNoNo

Full scorecards: Claude Fable 5.1 (max) · Grok 4.6. How scoring works: methodology.

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