Claude Fable 5.1 (max effort)
Anthropic · proprietary · writing benchmark
The short version
Claude Fable 5.1 (max effort) sits at #2 of 146 on ToneBench, near the very top of the board, with a writing Elo of 2306 and an overall score of 89.7 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 23. Claude Fable 5 (max effort + 4.8 fallback) is the family's top writer here, about 6 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 96. That ranking is against the stronger half of the board: closed models still set the pace on voice fidelity here.
What it does best is Tone & Voice: it ranks 2nd on that dimension at 89.3, well above the board average. Its softer spot is Visual Cues (85.5, 20th), which is the thing to watch if that metric matters most for your use.
It was uneven across the 10 scripts. Its best run was the career guide / hiring analysis (92.0) and its weakest was the personal technical walkthrough / agentic workflow case study (84.0), a spread of about 8 points. Worth knowing if your writing skews toward one of those formats.
On cost, it runs about $0.259/task.
If you're tuning reasoning effort, we also tested Claude Fable 5.1 at other settings. None of them beat this config; the closest is Claude Fable 5.1 (adaptive default) (Elo 2238), so the only question is how much quality you want to trade for cost or speed.
Skill profile
The shape is the story: the further a corner reaches, the stronger that dimension. Biggest edge over the board: Length Discipline (+26.3); smallest edge: Hook (+8.0).
Per-metric scores
Nine writing dimensions, each scored 0–100 and blended by the editorial weight shown. Rank is against all 146 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.
Per-article scores
The same 10 real scripts every current-ranked model writes, scored individually. Different formats stress different skills.
Consistency: run-to-run variability
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 Fable 5.1 (max effort) varies by ± 3.9 points between runs versus a board median of ± 3.1, so it is about as repeatable as the typical model on the board.
Its steadiest is Length Discipline (± 2.8 vs ± 9.4 board median), which you can rely on run after run.
| Metric | This model | Board median | Verdict |
|---|---|---|---|
| Tone & Voice ? | 89.3 ± 2.2 | ± 2.0 | typical |
| Writing Craft ? | 89.2 ± 2.2 | ± 1.9 | typical |
| Substance & Value ? | 88.9 ± 2.4 | ± 2.3 | typical |
| Flow & Emotion ? | 88.5 ± 2.4 | ± 2.3 | typical |
| YouTube Structure ? | 89.0 ± 2.6 | ± 3.4 | typical |
| Hook ? | 90.2 ± 2.4 | ± 2.4 | typical |
| Length Discipline ? | 94.8 ± 2.8 | ± 9.4 | steadier than most |
| Anti-Slop ? | 94.0 ± 1.3 | ± 2.2 | steadier than most |
| Visual Cues ? | 85.5 ± 3.4 | ± 4.2 | typical |
Measured, not modeled
Numbers we log on every run and rarely talk about. None of these affect the writing scores; cost and latency are informational.
What each judge scored it
The published overall of 89.7 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 6.2 points on its overall. A typical amount of judge disagreement for this board. How the panel works: methodology.
How we ran Claude Fable 5.1 (max effort)
- Accessed viaClaude Code (Anthropic subscription)
- Exact model / route id
claude-fable-5-1atreasoning_effort: max - Generations5 independent runs × 10 scripts = 50 drafts, stored immutably after generation
- Run dates2026-09-03
- Judges3-judge panel: Claude Opus 5, high effort (Anthropic) + DeepSeek V4 Flash (OpenRouter) + GPT-5.6 Sol, medium reasoning (Codex CLI): every draft scored independently by all three with the identical rubric, blind to model identity, evidence quotes required before each metric score; published score = per-metric consensus mean, verified with a Bradley-Terry refit (methodology)
- Samplingprovider-default sampling, no fine-tuning, no system-prompt changes; every current-ranked model gets the identical brief, style contract and research packet
- What stays privatethe exact rubric and any non-public reference material; source-publication timing is disclosed for exceptions (why)
Frequently asked questions
How good is Claude Fable 5.1 (max effort) at writing?
On ToneBench it ranks #2 of 146 with a writing Elo of 2306 and an overall score of 89.7/100. 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.
Is Claude Fable 5.1 (max effort) the best Anthropic model for writing?
Not quite. Within Anthropic it ranks 2nd of 23; Claude Fable 5 (max effort + 4.8 fallback) is the family's best writer here.
Is Claude Fable 5.1 (max effort) good value for the money?
It costs about $0.259/task. Nothing meaningfully cheaper outscores it, which puts it on the value side of the board.
What are Claude Fable 5.1 (max effort)'s strengths and weaknesses?
Its strongest dimension is Tone & Voice (2nd on the board, 89.3). Its weakest is Visual Cues (20th on the board, 85.5). The full nine-metric breakdown is on this page.
Does Claude Fable 5.1 (max effort) write some formats better than others?
Yes. Its best of our 10 scripts was the career guide / hiring analysis (92.0) and its weakest was the personal technical walkthrough / agentic workflow case study (84.0).
How consistent is Claude Fable 5.1 (max effort) between runs?
We run every script 5 times. Claude Fable 5.1 (max effort)'s overall score varies by about ±3.9 points between runs, versus a board median of ±3.1. That is typical consistency for this board. The full per-metric variability table is on this page.
How was Claude Fable 5.1 (max effort) evaluated?
Via Claude Code (Anthropic subscription) using the exact model/route id claude-fable-5-1 at reasoning_effort max, run on 2026-09-03. 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.
Is Claude Fable 5.1 (max effort) open source?
No, it is a proprietary (closed-weights) model. Among proprietary models it ranks 2nd of 96 for writing.