Thinking Levels · Anthropic
Last updated , from board data generated at 01:13 UTC.
This page compares Claude Haiku 5.5 at 5 reasoning-effort settings, each tested on the same 10 scripts: the Writing Score (the 0 to 100 consensus of the judges and code), the Writing Elo (a rating from pairwise comparisons of those scores), and the cost and time of each setting. As a model, Claude Haiku 5.5 ranks #16 of 78 models through its best setting. The other ranks on this page are configuration ranks: one setting's place among all 127 configurations.
More effort pays off well on Claude Haiku 5.5, and at Haiku prices the extra cost stays small. From low to max, it climbs 505 Elo, from #74 on the board to #31, enough for max to beat low on about 95% of scripts. The biggest step is high to xhigh, where the scripts start landing near their target length and the cues get better. You pay in time: max takes about 12.6 minutes a script, against 0.5 at low.
I'd run it at xhigh. That's where the big jump lands, at #41 for $0.029 a script and about 3.6 minutes. Max scores a little higher, but the two ranges still touch, and you'd pay 3.5 times the price and wait 12.6 minutes for a gain the board can't quite confirm.
The low settings are for bulk work where speed is all you care about. Just know what you give up: low and medium score clearly below xhigh, mostly on length, then on cues and the YouTube best-practices score. And if cheap is the goal, look at DeepSeek V4.1 Flash (max) too. It ranks above every Haiku setting, with a range clear of xhigh's, for $0.017 a script.
Each point is one effort setting of Claude Haiku 5.5, joined from the lowest setting to the highest. Higher and further left is better: a higher score for less money or less time.
On a small screen, Table lists the same numbers as rows.
| Setting | Writing Elo | Step | Writing Score | Cost / Script | Time / Script | Configuration Rank |
|---|---|---|---|---|---|---|
| low | 1504 ±44 | - | 75.2 | $0.0045 | 0.5 min | #74 |
| medium | 1620 ±49 | +116 | 76.7 | $0.0067 | 0.8 min | #62 |
| high | 1723 ±40 | +103 | 78.0 | $0.012 | 1.5 min | #53 |
| xhigh | 1927 ±41 | +204 | 80.0 | $0.029 | 3.6 min | #41 |
| max | 2009 ±36 | +82 | 80.8 | $0.103 | 12.6 min | #31 |
Writing Elo comes from comparing every pair of models on every script, which puts these settings on the same scale as the leaderboard. Step is the Writing Elo change from the previous explicit setting. Cost is one full script at API list prices, and time is the average for one accepted script, retries included. The thinking-levels page covers the other models, and the Anthropic family page lists every Anthropic model side by side.