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Which Claude model should you use?

Four current models, one 1M-token window that is not the same size on all of them, and a tokenizer change nobody announced as a price rise.

By Fiqhro Dedhen5 min readEdited by Fiqhro Dedhen

Anthropic's current line-up is four models. Several older ones — Opus 4.7, Opus 4.6, Sonnet 4.6 — remain available as legacy; these four are the ones Anthropic lists as current. From its own documentation, on 17 July 2026:

Fable 5Opus 4.8Sonnet 5Haiku 4.5
Positioned forLong-running agentsComplex agentic coding, enterpriseSpeed plus intelligenceFastest, near-frontier
Context window1M1M1M200k
Max output128k128k128k64k
Price (in / out per MTok)$10 / $50$5 / $25$2 / $10 → $3 / $15 on 1 Sep$1 / $5
LatencySlowerModerateFastFastest

Sonnet 5's introductory price runs until 31 August 2026. From 1 September it rises to $3 / $15 — a 50% increase, on a dated schedule Anthropic publishes today. See our API pricing comparison.

The thing that is not on the pricing page

Anthropic's newer models use a new tokenizer, and its docs state it produces approximately 30% more tokens for the same text. This applies to Fable 5, Mythos 5, Opus 4.7 and later, and Sonnet 5. Sonnet 4.6 and earlier use the previous tokenizer.

Follow that through, because it has two consequences nobody markets:

Your context window shrank. A 1M-token window is a container measured in tokens, not words. Anthropic's own docs put Fable 5's 1M window at roughly 555,000 words, and the older tokenizer's 1M window at roughly 750,000. Same headline number. About 26% less text fits.

Your bill went up more than the price list says. Pricing is per token. If the same document is now 30% more tokens, it costs 30% more to send — at an unchanged per-token rate. Nothing on the pricing page moved. Your invoice did.

This is not a trick; a better tokenizer can improve quality, and Anthropic documents the change plainly. But if you are migrating from Sonnet 4.6 to Sonnet 5 and budgeting on the per-token rate alone, you will under-forecast. Measure with the actual tokenizer, not the old one.

The two cutoff dates

Anthropic publishes two dates per model, and they are not the same thing:

  • Training data cutoff — the broader range of data used.
  • Reliable knowledge cutoff — the date through which knowledge is most extensive and reliable.

For Haiku 4.5 these are July 2025 and February 2025 respectively — five months apart. The three larger models are January 2026 for both.

The docs explicitly distinguish these, and the second one is the number that matters. If you need a model that reliably knows about something, "reliable knowledge cutoff" is the honest field. Coverage that quotes only the training cutoff is quoting the flattering number.

Choosing

Anthropic's own guidance is not quite consistent across its pages: the model overview says start with Opus 4.8, and use Fable 5 when you need the highest available capability. The pricing page still gives the older three-tier heuristic — Haiku for simple tasks, Sonnet for most production work, Opus for the hardest reasoning — and does not mention Fable at all.

Our reading:

If you…Use
Are building anything at volumeSonnet 5. It is the default for a reason, and it is cheap until September
Need agentic coding or enterprise complexityOpus 4.8
Have hit the ceiling of Opus 4.8 on long-running agentsFable 5 — twice the price, for the hardest work only
Are doing classification, extraction, routingHaiku 4.5. Half of Sonnet's current price, a fifth of Opus 4.8's
Need 1M contextAnything except Haiku 4.5, which is 200k
Need extended thinkingHaiku 4.5 is the only current model listing it

The last row surprises people: the cheapest model is the one that lists extended thinking. The three larger models list adaptive thinking instead — on Fable 5 it is always on.

The two you probably cannot have

Mythos 5 and Mythos Preview are offered separately for defensive cybersecurity workflows under Anthropic's Project Glasswing. Limited availability, invitation only, no self-serve sign-up. Mythos 5 is documented as sharing Fable 5's pricing at $10 / $50.

If you see Mythos in a "best models ranked" listicle, the author has not tried it.

Two practical traps

Model IDs are pinned snapshots. From the 4.6 generation onward, even the dateless IDs like claude-sonnet-5 are pinned snapshots rather than evergreen pointers to "latest". Do not assume an ID without a date auto-upgrades.

Opus 4.1 retires on 5 August 2026. If it is in your stack, that is a hard date, not a suggestion. Anthropic points migrations at Opus 4.8.

What we addedThe observation that the newer tokenizer converts a nominal 1M window into ~555k words versus ~750k on older models — a context shrink and an effective price rise that no pricing page presents as either — plus the reliable-knowledge versus training-cutoff distinction most coverage conflates.

This article was researched and drafted with AI assistance from the sources listed below, then checked and edited by Fiqhro Dedhen before publication. How we work.

Sources

3 cited · 3 primary

  1. 1
    PrimaryAnthropic (Claude Platform Docs)
    Models overview

    Source of the specs, both cutoff dates, the tokenizer change and the ~555k/~750k word figures, the Mythos/Glasswing status and the pinned-snapshot warning. Read 17 July 2026. Note docs.claude.com now redirects here.

    platform.claude.com · accessed 17 Jul 2026

  2. 2
    PrimaryAnthropic (Claude Platform Docs)
    Pricing

    Source of the per-MTok prices, the dated Sonnet 5 increase and the older three-tier selection heuristic.

    platform.claude.com · accessed 17 Jul 2026

  3. 3
    PrimaryAnthropic (Claude Platform Docs)
    Context windows

    How the context window is shared between input, history and output — the mechanism the tokenizer change acts on.

    docs.claude.com · accessed 17 Jul 2026

Primary sources are the company, paper or repository itself. Reporting is established press, used to corroborate. Community is used to find stories, never to establish facts.