Towards AITowards AIToneBench

Every Anthropic model, side by side

Claude Opus 5.5 (max effort) sits at #1 on the whole board, so if you write scripts with AI, this is the family I'd look at first. The catch is picking one: 35 configurations of 12 models, spread over 1601 Elo. And the effort setting matters a lot here. Claude Sonnet 5.5 (max effort) lands at #3, and with the effort turned down to low, it falls to #70. Same model, one flag.

Best writer
Claude Opus 5.5 (max)#1 · Elo 2683 · $2.75 per script
Best value (within 200 Elo of the best)
Claude Opus 5.5 (xhigh)#2 · Elo 2523 · $0.690 per script
Cheapest
Claude Sonnet 5.5 (low)#70 · Elo 1872 · $0.056 per script

All 35 configurations

Every configuration here wrote the same 10 scripts for the same four blind judges, so the writing Elo and ranks compare across the whole board, not just inside this family. A highlighted row is a model's best configuration, and the rows under it are the same model at other effort or thinking settings. Scores run 0 to 100, and cost is one full script at the API list price of the route we ran.

Board rankConfigurationEloOverallToneCraftSubstanceHookYouTubeFlowSlopLengthCuesCost / scriptTime / script
#1Claude Opus 5.5 (max effort)2683 ±5190.890.490.989.490.490.189.593.597.689.1$2.7517.1 min
#2Claude Opus 5.5 (xhigh)2523 ±4390.089.790.389.389.489.689.093.493.588.4$0.6904.4 min
#3Claude Sonnet 5.5 (max effort)2512 ±4190.189.389.889.189.689.388.493.698.286.6$1.3212.9 min
#4Claude Fable 5.1 (max effort)2481 ±4490.089.890.488.689.589.788.893.294.886.8$3.1510.4 min
#5Claude Fable 5 (max effort + 4.8 fallback)2396 ±4389.589.889.687.988.789.888.792.993.285.3$2.529.1 min
#6Claude Fable 5 (xhigh)2360 ±4389.389.490.288.189.589.088.792.290.486.2$1.023.2 min
#7Claude Opus 5.5 (high)2356 ±4089.389.090.088.989.789.288.592.389.687.2$0.2701.7 min
#8Claude Opus 5 (max effort)2342 ±4189.089.390.588.289.889.288.990.988.283.7$0.2932.2 min
#9Claude Sonnet 5.5 (xhigh)2303 ±4688.788.089.288.588.888.787.892.989.785.7$0.2322.2 min
#10Claude Opus 5.5 (medium)2272 ±4388.688.789.788.689.088.888.291.685.088.1$0.1691.1 min
#11Claude Opus 5.5 (adaptive default)2268 ±3888.588.589.388.588.988.888.191.686.087.6$0.1721.0 min
#13Claude Fable 5.1 (adaptive default)2253 ±4288.489.089.887.889.088.388.491.584.586.2$0.6482.1 min
#14Claude Opus 5 (xhigh)2253 ±3888.488.690.287.189.188.088.490.589.182.7$0.2031.4 min
#15Claude Opus 5.5 (low)2245 ±3788.488.089.088.088.488.087.791.089.986.9$0.1360.8 min
#16Claude Opus 5 (adaptive default)2242 ±3588.388.490.087.289.287.988.290.088.383.0$0.1761.2 min
#17Claude Opus 5 (high)2229 ±3588.288.489.887.088.787.588.090.289.483.4$0.1711.2 min
#19Claude Fable 5 (adaptive default)2222 ±3488.188.389.086.588.688.587.590.889.383.6$0.5572.0 min
#20Claude Fable 5 (medium)2221 ±3788.188.389.387.488.587.087.790.888.686.0$0.3110.9 min
#22Claude Fable 5 (low)2207 ±3888.088.189.287.188.187.287.790.989.485.4$0.3050.9 min
#23Claude Opus 4.8 (max effort)2187 ±4487.887.489.086.388.688.287.190.889.284.7$0.6785.2 min
#24Claude Fable 5 (high)2187 ±3887.988.389.287.288.487.087.690.287.085.3$0.3191.0 min
#25Claude Opus 5 (medium)2176 ±3987.887.889.586.888.287.187.689.889.282.9$0.1541.0 min
#29Claude Opus 5 (low)2160 ±3987.687.889.686.688.286.887.789.288.281.8$0.1511.0 min
#33Claude Sonnet 5.5 (high)2136 ±3387.586.788.287.487.587.486.491.289.185.3$0.0770.7 min
#46Claude Opus 4.8 (default)2042 ±3786.686.388.285.387.685.786.088.688.483.7$0.1601.1 min
#48Claude Sonnet 5 (max effort)2034 ±4886.485.887.285.285.285.585.290.193.084.1$0.73311.4 min
#54Claude Sonnet 5.5 (medium)1957 ±4285.986.087.886.687.085.485.789.979.684.3$0.0590.5 min
#63Claude Sonnet 5.5 (adaptive default)1918 ±3985.685.587.686.287.084.785.590.379.483.5$0.0590.5 min
#65Claude Opus 4.71910 ±3785.485.687.184.186.483.384.087.889.081.2$0.1781.4 min
#70Claude Sonnet 5.5 (low)1872 ±5085.085.487.485.987.184.885.290.173.883.0$0.0560.4 min
#73Claude Sonnet 5 (default)1814 ±4184.584.086.083.985.382.784.287.886.379.9$0.0911.3 min
#75Claude Opus 4.61722 ±4383.582.784.282.783.883.081.487.688.881.5$0.3954.7 min
#77Claude Sonnet 4.61703 ±5383.182.684.882.982.581.381.288.587.779.0$0.3145.6 min
#104Claude Sonnet 4.51448 ±7176.076.278.876.979.874.672.883.468.973.0$0.1453.2 min
#140Claude Haiku 4.51081 ±4874.875.678.473.381.271.572.582.669.766.1$0.0662.2 min

Which one should you use?

If you only care about the best script, it's Claude Opus 5.5 (max effort), but you pay for it: $2.75 and 17.1 minutes per script. Most of the time I'd use Claude Opus 5.5 (xhigh) instead. It's still #2 on the board, and the top setting costs 4.0 times as much per script for the 159 Elo between them.

If you need scripts fast, Claude Opus 5.5 (high) comes in at #7 for $0.270 and finishes in 1.7 minutes, against 17.1 for the top pick. For volume, my budget pick is Claude Sonnet 5.5 (high) at $0.077. Dropping to Claude Sonnet 5.5 (low) saves you pennies and gives up a lot of quality. One I'd skip is Claude Fable 5.1 (max effort). It costs more per script than Claude Opus 5.5 (max effort) and still ranks lower.

Thinking levels, model by model

Each of these models ran at more than one reasoning-effort setting. Their pages show what each step up buys.

Every row links to its full scorecard, and the cross-lab match-ups live in the head-to-head comparisons.

← All comparisons