AI pricing is understood now but the token is still just a cost
Open pretty much any AI pricing guide published since 2025 (including some of my old ones) and it starts the same way: pricing AI is the hardest, most unsolved problem in software and no one has figured it out.Well, I disagree by this point. The reason it still feels unsolved is one substitution people keep making, over and over and over again.Because you look at a token and that's considered the price.A token isn't a rpice.Yes, a token is what the model costs you to run an input. The output costs you more (output tokens run 3-8x input) and the outcome, the thing your customer wants from you, isn't measured in tokens at all.
- ▪Open pretty much any AI pricing guide published since 2025 (including some of my old ones) and it starts the same way: pricing AI is the hardest, most unsolved problem in software and no one has figured it out.Well, I disagree by this point
- ▪The reason it still feels unsolved is one substitution people keep making, over and over and over again.Because you look at a token and that's considered the price.A token isn't a rpice.Yes, a token is what the model costs you to run an inp
- ▪The output costs you more (output tokens run 3-8x input) and the outcome, the thing your customer wants from you, isn't measured in tokens at all.
2 outlets in our directory ran this story, first to last over 13 hours. All of the coverage we found sits in one bucket: centre. That one-sidedness is itself worth noticing.
- ▪ The Hidden Cost of Output Token Pricing for Llama 3.3 70B — DigitalOcean Community Tutorials
Hacker News (AI / LLM) files mainly under ai. We currently carry 3,323 of its stories.
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Record
| Original publisher | Solvimon |
| Canonical URL | https://www.solvimon.com/blog/ai-pricing-is-understood-now-2026 |
| Publication time | Sat, 25 Jul 2026 20:49:07 +0000 |
| Retrieval time | 2026-07-25T20:52:32.416Z |
| Last seen | 2026-07-25T20:52:32.416Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | Wr0IOuFPJLAg · 2 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
Open pretty much any AI pricing guide published since 2025 (including some of my old ones) and it starts the same way: pricing AI is the hardest, most unsolved problem in software and no one has figured it out.Well, I disagree by this point. The reason it still feels unsolved is one substitution people keep making, over and over and over again.Because you look at a token and that's considered the price.A token isn't a rpice.Yes, a token is what the model costs you to run an input. The output costs you more (output tokens run 3-8x input) and the outcome, the thing your customer wants from you, isn't measured in tokens at all.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at Solvimon.
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