Towards AITowards AIToneBench

DeepSeek V4.1 Flash (max) vs Grok 4.7 (high)

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. DeepSeek V4.1 Flash (max) leads overall, 88.1 to 87.8. Their per-model Elo intervals overlap on this board.

DeepSeek V4.1 Flash (max)
#28 Elo 2183 · 88.1/100
Grok 4.7 (high)
#26 Elo 2186 · 87.8/100
Cost / script
$0.013 vs $0.311
Human baseline
90.9 DeepSeek V4.1 Flash (max) falls below it · Grok 4.7 (high) falls below it

The verdict

This one is closer than the ranks suggest. Grok 4.7 (high) sits at #26 with 2186.4 Elo and 87.79 overall; DeepSeek V4.1 Flash (max) is at #28 with 2183.1 Elo and 88.11 overall. Their 95% Elo intervals overlap (2130.8 to 2232.5 against 2147.5 to 2214.6), so do not read much into the exact order. Where Grok 4.7 (high) pulls ahead: Visual Cue Quality (88.85 vs 84.51) and Slop Score (EQ-Bench + ours) (93.30 vs 91.27). DeepSeek V4.1 Flash (max) still wins on Length Adherence (91.98 vs 74.12) and Writing Craft & Clarity (88.82 vs 87.93), so it is not a clean sweep. The trade is price: DeepSeek V4.1 Flash (max) costs about $0.013 per article against $0.311 for Grok 4.7 (high), so you pay for the higher rank. DeepSeek V4.1 Flash (max) publishes open weights; Grok 4.7 (high) does not. Default to Grok 4.7 (high). Reach for DeepSeek V4.1 Flash (max) when length adherence, writing craft, the lower price, and open weights matter more to you than the headline rank.

Pick Grok 4.7 (high) for the stronger board result, visual cues, and slop score.
Pick DeepSeek V4.1 Flash (max) for length adherence, writing craft, the lower price, and open weights.

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: DeepSeek V4.1 Flash (max). Orange bars: Grok 4.7 (high). Same 0–100 scale; the bold bar wins that metric.

Tone & Voice Match19% weight
88.0
89.8
Writing Craft & Clarity13% weight
88.8
87.9
Substance, Accuracy & Value15% weight
86.8
88.6
Continuity & Emotion14% weight
86.9
88.0
YouTube Best Practices12% weight
87.8
89.4
Hook Strength10% weight
88.3
88.1
Length Adherence8% weight
92.0
74.1
Slop Score (EQ-Bench + ours)5% weight
91.3
93.3
Visual Cue Quality4% weight
84.5
88.8

Everything else that differs

DeepSeek V4.1 Flash (max)Grok 4.7 (high)
Overall / 10088.187.8
Writing Elo21832186
Run-to-run spread (± overall std)1.1202.670
Cost per script (USD)0.0130.311
Avg latency (s)76.2519.0
Open weightsYesNo

Full scorecards: DeepSeek V4.1 Flash (max) · Grok 4.7 (high). How scoring works: methodology.

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