Anthropic · proprietary · writing benchmark
Claude Opus 5.5 (xhigh) sits at #2 of 167 on ToneBench, near the very top of the board, with a writing Elo of 2664 and an overall score of 90.9 out of 100. We measured it by having it write all 10 of our real YouTube scripts, five times each, then scoring every draft blind against our own finished versions. Here is how it shook out.
Within Anthropic it ranks 2nd of 29. Claude Opus 5.5 (max effort) is the family's top writer here, about 182 Elo ahead, so this config trades some quality for whatever it saves you in cost or speed.
Among proprietary models, it comes in 2nd of 114. That ranking is against the stronger half of the board: closed models still set the pace on voice fidelity here.
One thing that stands out: it is unusually consistent. Across its 50 drafts the overall score only moves ± 1.0 points run to run, versus a board median of ± 2.7. What you get on the first try is close to what you get every try.
What it does best is Substance & Value: it ranks 1st on that dimension at 90.7, well above the board average. Its softer spot is Visual Cues (89.1, 9th), which is the thing to watch if that metric matters most for your use.
It held steady across all 10 scripts, with its best run on the career guide / hiring analysis (92.0). Consistency like that is underrated, honestly, since it means fewer surprises when you actually put it to work.
On cost, it runs about $0.863/task.
If you're tuning reasoning effort, we also tested Claude Opus 5.5 at other settings. The strongest of those on the board is Claude Opus 5.5 (max effort) (Elo 2846), so it is worth checking whether more or less thinking moves the needle before you lock in this one.
The shape is the story: the further a corner reaches, the stronger that dimension. Biggest edge over the board: Length Discipline (+22.7); smallest edge: Hook (+8.6).
Nine writing dimensions, each scored 0–100 and blended by the editorial weight shown. Rank is against all 167 current-ranked models. The thick bar is this model; the thin lines above and below are the current field's best model (darker) and average (lighter) on the same scale. The small ± number is its run-to-run variation.
The same 10 real scripts every current-ranked model writes, scored individually. Different formats stress different skills.
Every cell on this page is the mean of 5 independent runs per script; the ± numbers are the run-to-run standard deviation. Overall, Claude Opus 5.5 (xhigh) varies by ± 1.0 points between runs versus a board median of ± 2.7, so it is noticeably steadier than the typical model here.
Its steadiest is Tone & Voice (± 0.9 vs ± 1.7 board median), which you can rely on run after run.
| Metric | This model | Board median | Verdict |
|---|---|---|---|
| Tone & Voice ? | 90.3 ± 0.9 | ± 1.7 | steadier than most |
| Writing Craft ? | 90.9 ± 0.7 | ± 1.5 | steadier than most |
| Substance & Value ? | 90.7 ± 0.9 | ± 2.0 | steadier than most |
| Flow & Emotion ? | 90.2 ± 0.7 | ± 1.8 | steadier than most |
| YouTube Structure ? | 90.9 ± 1.1 | ± 2.9 | steadier than most |
| Hook ? | 90.2 ± 1.1 | ± 2.0 | steadier than most |
| Length Discipline ? | 93.5 ± 4.0 | ± 8.6 | steadier than most |
| Anti-Slop ? | 94.4 ± 0.7 | ± 2.1 | steadier than most |
| Visual Cues ? | 89.1 ± 2.1 | ± 3.2 | typical |
Numbers we log on every run and rarely talk about. None of these affect the writing scores; cost and latency are informational.
The published overall of 90.9 is the consensus of three family-disjoint judges scoring the same 50 stored drafts blind with the identical rubric. The highest and lowest judge differ by 4.4 points on its overall. The three judges essentially agree on this model. How the panel works: methodology.
claude-opus-5-5 at reasoning_effort: xhighOn ToneBench it ranks #2 of 167 with a writing Elo of 2664 and an overall score of 90.9/100. That score comes from writing our 10 real YouTube scripts five times each and scoring every draft blind against our own finished versions across nine writing dimensions.
Not quite. Within Anthropic it ranks 2nd of 29; Claude Opus 5.5 (max effort) is the family's best writer here.
It costs about $0.863/task. Nothing meaningfully cheaper outscores it, which puts it on the value side of the board.
Its strongest dimension is Substance & Value (1st on the board, 90.7). Its weakest is Visual Cues (9th on the board, 89.1). The full nine-metric breakdown is on this page.
It was fairly even across all 10 scripts, topping out on the career guide / hiring analysis (92.0).
We run every script 5 times. Claude Opus 5.5 (xhigh)'s overall score varies by about ±1.0 points between runs, versus a board median of ±2.7. That makes it one of the steadier models we test. The full per-metric variability table is on this page.
Via Claude Code (Anthropic subscription) using the exact model/route id claude-opus-5-5 at reasoning_effort xhigh, run on 2026-09-25. 5 runs per script, provider-default sampling, no fine-tuning; every draft scored blind with a fixed rubric by a three-family judge panel. Full details in the 'How we ran it' section and the methodology.
No, it is a proprietary (closed-weights) model. Among proprietary models it ranks 2nd of 114 for writing.