April 19, 2026
Token drama, wallet trauma
Claude Token Counter, now with model comparisons
Claude 4.7 counts more tokens — wallets gasp, devs debate 'money grab' vs smarter AI
TLDR: A new tool shows Claude Opus 4.7 counts more “tokens” (billing chunks) than 4.6—about 1.46x for some text, 3x for huge images, ~1.08x for big PDFs—so usage can cost more. Commenters split between “money grab” vs “quality upgrade,” with tips to downsample images and gripes over needing an API key.
A simple tool update turned into a full-on comment cage match. The Claude Token Counter now compares models, and all eyes landed on Opus 4.7’s new tokenizer. Translation: the same text turns into more billable “tokens.” The author measured 1.46x on 4.7’s own system prompt, so with prices unchanged, folks expect roughly 40% higher costs. Images? 4.7’s higher-res superpower inflated counts to 3x versus 4.6—though at the same resolution, costs were basically the same. A jumbo PDF came in at a gentle 1.08x. Cue drama.
One faction yelled “token tax.” great_psy openly asked if this is a quality win or a “money grab,” and aliljet dropped the R-word—“rugpull”—vowing to offload daily tasks to local models and save Claude for the gnarly stuff. The fix-it crew chimed in too: tomglynch wants automatic image downsampling to keep bills sane, while mudkipdev side-eyed the whole flow, asking why you even need an API key just to tokenize. On the other side, optimists like kouteiheika guessed 4.7’s tokenizer is “more semantically aware,” trading bigger counts for smarter results.
Memes flew—“token inflation,” “diet prompts,” and “downsample or die.” Verdict? 4.7 might see more, think sharper, and charge faster. The community’s split: pay for brains, or budget for survival.
Key Points
- •A token counter tool was upgraded to compare token counts across Claude models (Opus 4.7, Opus 4.6, Sonnet 4.6, Haiku 4.5).
- •Anthropic states Opus 4.7’s updated tokenizer can increase tokens by ~1.0–1.35×; the author measured 1.46× on the Opus 4.7 system prompt vs 4.6.
- •Opus 4.7 pricing matches 4.6 ($5/M input, $25/M output), but higher token counts can raise effective costs by around 40%.
- •Opus 4.7 accepts higher-resolution images (up to 2,576 px long edge), which led to a 3.01× token increase for a 3456×2234 PNG compared to 4.6.
- •For smaller inputs, differences narrow: a 682×318 image had similar token counts (314 vs 310), and a 15 MB, 30-page PDF showed a 1.08× increase (60,934 vs 56,482).