Towards AITowards AIToneBench

Model Comparison

Claude Fable 5.1 vs Claude Haiku 5.5

Claude Fable 5.1 (max effort) leads Claude Haiku 5.5 (max effort) by 544 Elo, and their 95% ranges sit 469 Elo apart. Even Claude Fable 5.1's lowest-rated configuration, Claude Fable 5.1 (high), ranks above Claude Haiku 5.5 (max effort). Among 78 models, each ranked by its best configuration, Claude Fable 5.1 is #3 and Claude Haiku 5.5 is #16. Cost per script: $3.56 for Claude Fable 5.1 (max effort) and $0.103 for Claude Haiku 5.5 (max effort).

Last updated , from board data generated at 01:13 UTC.

Claude Fable 5.1
2553 Writing Elo of Claude Fable 5.1 (max effort), its best configuration#3 of 78 models · 84.5/100 Writing Score · $3.56 per script2 configurations on the board
Claude Haiku 5.5
2009 Writing Elo of Claude Haiku 5.5 (max effort), its best configuration#16 of 78 models · 80.8/100 Writing Score · $0.103 per script5 configurations on the board

Picks and Verdict

PickClaude Fable 5.1

Claude Fable 5.1 (max effort)

Pick Claude Fable 5.1 (max effort) for anything going on camera, since it's the setting that makes Fable the #3 model of 78, and Fable leads Haiku at both level names they share.

PickClaude Haiku 5.5

Claude Haiku 5.5 (xhigh)

Pick Claude Haiku 5.5 (xhigh) for high-volume drafts at $0.029 a script, since it keeps most of Haiku's climb from low at under a third of max effort's price.

Every Claude Fable 5.1 setting outranks every Claude Haiku 5.5 setting, so on Haiku's side I'd look for the cheapest setting worth running. Claude Fable 5.1 is the #3 model of 78, each model ranked by its best setting, and Claude Fable 5.1 (max effort) sits 544 Elo above Claude Haiku 5.5 (max effort), with ranges far apart. Fable leads at both level names the two share. Haiku climbs 505 Elo from low to max effort, the biggest jump on this page, and xhigh already gets most of that. Claude Haiku 5.5 (xhigh) costs $0.029. Max effort sits 82 Elo above it with ranges that only just separate, costs about 3.6 times as much and takes three and a half times as long. Below xhigh, Haiku falls off fast. On Fable, the top step pays: 201 Elo from high to max effort, separate ranges and steadier drafts, for $3.56 a script. Haiku at max effort does beat Fable at high on substance, length and slop, by small margins. For a script I'll record, I'd run Fable at max effort, and Haiku at xhigh covers volume work.

Disclosure: both models come from the same lab as one of the four judges, Claude Opus 5.5. The other judges sit outside that lab, so neither is scored by its own lab alone (how the panel works). The judge analysis measures how much each judge favors its own lab.

How to Read the Writing Score, Writing Elo and 95% Ranges

Writing Score and Writing Elo. The Writing Score (0 to 100) is the weighted average of the nine metric scores: seven from the judges, Length Adherence from code and the Slop Score half from each. The Writing Elo is a rating from pairwise comparisons: on each script, each configuration's average across its drafts is compared with every other configuration's, and gaps within the draft-to-draft variation count as draws. Elo rewards winning often, so the two can put configurations in a different order.

Elo ranges. Each 95% range shows how far a configuration's Elo could move if the drafts had come out slightly differently. It comes from resampling every configuration's recorded draft scores on each reference script and ranking again. Comparing two separate ranges does not test the Elo gap between them: ranges far apart are strong evidence for the order, and overlapping ranges do not mean a tie. The reference scripts stay fixed, so the ranges say nothing about new scripts. The methodology page has the full description.

All Thinking Levels of Both Models

Every ranked configuration of Claude Fable 5.1 and Claude Haiku 5.5, scored on the same 10 scripts by the same four judges.

How to Read the Chart
  • Each row is one configuration: the model at one thinking level. The dot is its Writing Elo, a rating from pairwise comparisons of the scores on each script, and the bar is its 95% range: how far that Elo could move if the drafts had come out slightly differently.
  • When two bars overlap, the board cannot order those two configurations. Bars far apart are strong evidence for the order.
  • The table under the chart lists the same configurations in the same order and adds the Writing Score (the 0 to 100 consensus of the judges and code), cost, time and configuration rank (the place among all configurations on the board).
Claude Fable 5.1Claude Haiku 5.5
ConfigurationWriting Elo95% RangeWriting ScoreCost / ScriptTime / ScriptConfiguration Rank
Claude Fable 5.1 (max effort)25532513 to 258784.5$3.5612.3 min#4
Claude Fable 5.1 (high)23522302 to 240383.4$1.856.3 min#9
Claude Haiku 5.5 (max effort)20091972 to 204480.8$0.10312.6 min#31
Claude Haiku 5.5 (xhigh)19271883 to 196580.0$0.0293.6 min#41
Claude Haiku 5.5 (high)17231679 to 176078.0$0.0121.5 min#53
Claude Haiku 5.5 (medium)16201572 to 167076.7$0.00670.8 min#62
Claude Haiku 5.5 (low)15041461 to 155075.2$0.00450.5 min#74

Cost is one script at the API list price of the route used, uncached and without judging. Time is the average for one accepted script, retries included.

Computed Findings Across Thinking Levels

Each finding is computed from the configurations above. Where two 95% ranges overlap, the board cannot order those two configurations.

Writing Elo at Each Shared Level Name

LevelClaude Fable 5.1Claude Haiku 5.5Gap95% Ranges
high23521723+629Separate
max25532009+544Separate

Gap is Claude Fable 5.1 minus Claude Haiku 5.5 at the same level name, using each model's highest-rated configuration at that level.

Two Chosen Configurations Compared

Pick one configuration of each model to compare their metric scores, consistency across drafts and per-script scores. Each menu starts on the model's best configuration.

Scores by Metric

Claude Fable 5.1 (max effort)Claude Haiku 5.5 (max effort)Solid bar: higher score in that row

Claude Fable 5.1 (max effort) scores higher on all nine metrics. Weighted by each metric's share of the Writing Score, Tone & Voice Match does the most to put Claude Fable 5.1 (max effort) ahead, with a 5.4-point lead on that metric. The weight beside each metric is its share of the Writing Score.

Tone & Voice Match19% weight
81.8
76.4
Writing Craft & Clarity13% weight
80.8
77.8
Substance, Accuracy & Value15% weight
86.0
85.6
Continuity & Emotion14% weight
84.5
78.7
YouTube Best Practices12% weight
83.7
76.8
Hook Strength10% weight
82.0
78.2
Length Adherence8% weight
98.3
97.3
Slop Score5% weight
86.8
86.0
Visual Cue Quality4% weight
82.7
80.9

Consistency Across Drafts

Claude Fable 5.1 (max effort)Claude Haiku 5.5 (max effort)
Score spread across drafts (±)1.131.55
Lowest script score82.8 Script 1078.2 Script 10
Highest script score86.2 Script 982.6 Script 4
Range across scripts3.44.4

Spread is how much the Writing Score moves between a configuration's drafts, and lower is steadier. Green marks the better number in each row.

Scores by Script

Writing Score on each reference script. Gap is Claude Fable 5.1 (max effort) minus Claude Haiku 5.5 (max effort), and the higher score is in bold.

ScriptClaude Fable 5.1 (max effort)Claude Haiku 5.5 (max effort)Gap
Script 1 opinion / warning explainer83.380.3+3.0
Script 2 news-analysis / skeptical explainer83.880.7+3.1
Script 3 personal roadmap / opinion84.080.8+3.2
Script 4 short explainer85.282.6+2.6
Script 5 news-analysis / opinion explainer84.981.7+3.2
Script 6 founder announcement / personal origin story85.081.1+3.9
Script 7 personal technical walkthrough / agentic workflow case study85.380.0+5.3
Script 8 product release announcement / personal observation84.781.3+3.4
Script 9 career guide / hiring analysis86.281.5+4.7
Script 10 engineering process walkthrough / presentation adaptation82.878.2+4.6

Compare With Another Model

Pick a second model. A pair with its own written match-up opens that page, and any other pair opens in the comparison tool.

Nearby Match-Ups by Best Writing Elo

Every configuration wrote five drafts for each of the same 10 briefs, from the same prompt. Generation was closed-book, with the prompt as the only source and no web search or other tools. Each judge scores every draft once: Claude Opus 5.5 at medium effort through the Claude Code subscription, GPT-6.1 Sol at medium reasoning through the Codex CLI, GLM 5.3 Flash through OpenRouter, and Jev 1.13, a typed judge from TypeSafe that answers each metric as a multiple-choice question. The channel's finished script is their reference for the voice, and it gets no score on the board itself.

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