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Apple releases a new product line before 2027
34%

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The index gap and the number that changed under it

IV
The mechanism that makes Opus 4.8 more than a cheaper sibling

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Fable 5 sits atop Anthropic's own leaderboard at index 60 against Opus 4.8's 56, but it costs twice as much per output token and is the same model Opus ...

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Claude Fable 5 vs Claude Opus 4.8: which should you use? — Silicon Report

https://www.siliconreport.com/claude-fable-5-vs-claude-opus-4-8-dcec5fa3

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Claude Fable 5 vs Claude Opus 4.8: which should you use?

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self.__next_f.push([1,"\u003cp\u003eClaude Fable 5 outranks Claude Opus 4.8 on every published leaderboard, but the two models spent three weeks this summer proving they aren't interchangeable in the way a simple index comparison suggests. On the \u003ca href=\"/models\" target rel\u003eArtificial Analysis Intelligence Index\u003c/a\u003e, Anthropic's current methodology (v4.1) puts Fable 5 at 60 against Opus 4.8's 56 — a four-point gap that holds Anthropic's top two slots on the board, ahead of \u003ca href=\"/models/openai-gpt-5-5\" target rel\u003eGPT-5.5\u003c/a\u003e at 55. Fable 5 costs exactly twice Opus 4.8's output price. And for 19 days in June, Fable 5 wasn't available to use at all, while Opus 4.8 kept running.\u003c/p\u003e\n\u003ch2\u003eThe index gap and the number that changed under it\u003c/h2\u003e\n\u003cp\u003e\u003ca href=\"/models/anthropic-claude-fable-5\" target rel\u003eClaude Fable 5\u003c/a\u003e launched June 9, 2026, and topped the Artificial Analysis Intelligence Index at what the firm's own launch-day coverage called 64.9 — a figure Artificial Analysis said put Anthropic \"nearly 5 points ahead of any other lab's best model.\" That number has since been superseded: Artificial Analysis's current v4.1 index, a nine-evaluation composite spanning GDPval-AA, tau3-Banking, Terminal-Bench, SciCode, AA-LCR, AA-Omniscience, HLE, GPQA Diamond, and CritPt, scores Fable 5 at 60.\u003c/p\u003e\n\u003cp\u003eOpus 4.8 sits at 56, GPT-5.5 at 55. The rank order hasn't moved — Fable 5 first, \u003ca href=\"/models/anthropic-claude-opus-4-8\" target rel\u003eOpus 4.8\u003c/a\u003e second, both ahead of OpenAI's flagship — but the raw margin narrowed as the underlying benchmark mix changed. Anthropic's own comparison table for the Fable 5 launch claims the model is state-of-the-art on \"nearly all tested benchmarks,\" with particular strength in software engineering, knowledge work, and vision tasks.\u003c/p\u003e\n\u003cp\u003eIndividual benchmark cells tell a more granular story than the composite index. On GPQA Diamond, Opus 4.8 actually edges Fable 5, 93.6% to 92.6%, per each model's Anthropic system card. On HLE (Humanity's Last Exam), Fable 5 leads 53.3% to 49.8%. On SWE-bench Verified, Fable 5 posts 95.0% against Opus 4.8's 88.6% — the widest gap in the pair's published scores, and the clearest signal of where Anthropic pointed Fable 5's training.\u003c/p\u003e\n\u003ch2\u003eThe coding claim that needs a caveat\u003c/h2\u003e\n\u003cp\u003eAnthropic has also circulated an 80.3% score for Fable 5 on SWE-bench Pro, an 11-point lead over Opus 4.8's 69.2% on the same benchmark. That comparison is real but it isn't neutral: both figures were produced using Anthropic's own evaluation scaffolding rather than a third-party harness, and independent leaderboard aggregators have flagged the SWE-bench Pro ordering as contested pending outside verification. Treat the SWE-bench Verified gap (95.0% vs. 88.6%, both independently corroborated) as the more load-bearing number if a coding decision hinges on it, and the SWE-bench Pro figure as directionally consistent but vendor-reported.\u003c/p\u003e\n\u003ch2\u003ePrice: exactly double, by design\u003c/h2\u003e\n\u003cp\u003eFable 5 runs $10 per million input tokens and $50 per million output tokens. Opus 4.8 runs $5 and $25 — half of Fable 5's rate on both sides of the ledger, a ratio precise enough that it reads as an intentional pricing decision rather than a coincidence of cost structure. Both models share a 1 million-token context window and the same newer tokenizer Anthropic introduced with Opus 4.7, which can consume up to 35% more tokens than the prior tokenizer for equivalent text — a detail that matters more for budgeting than for the sticker price alone.\u003c/p\u003e\n\u003cp\u003eCached reads run $1 per million tokens on Fable 5 (a 90% discount off the base input rate), which is the mechanism that makes repeatedly querying a large, static context (a codebase, a document corpus) financially viable rather than ruinous at the $10/MTok base rate.\u003c/p\u003e\n\u003cp\u003eFor a workload processing a fixed volume of output tokens, Fable 5's premium is a straight 2x multiplier on the output side, where spend concentrates for most agentic and long-form tasks. Whether that premium clears depends on how much of a workflow's outcome quality actually depends on the four-point-to-eleven-point capability edge Fable 5 shows across HLE, SWE-bench, and agentic coding — versus how much of the work Opus 4.8 already handles at a level indistinguishable from Fable 5's output.\u003c/p\u003e\n\u003ch2\u003eThe mechanism that makes Opus 4.8 more than a cheaper sibling\u003c/h2\u003e\n\u003cp\u003eFable 5 and Opus 4.8 are not fully independent products. Anthropic built Fable 5 as the public, safety-capped sibling of \u003ca href=\"/models\" target rel\u003eClaude Mythos 5\u003c/a\u003e — a restricted, ungated frontier model available only to vetted cyberdefenders and researchers under Anthropic's Project Glasswing. Fable 5 shares Mythos 5's underlying capability but runs protective classifiers that detect requests touching cybersecurity, biology, chemistry, or model distillation; when one fires, \"the response is automatically handled by Claude Opus 4.8 instead,\" per Anthropic's launch announcement.\u003c/p\u003e\n\u003cp\u003eAnthropic says that routing triggers in fewer than 5% of Fable 5 sessions, meaning more than 95% of the time a Fable 5 session is Fable 5 end to end — but the fallback path means Opus 4.8 isn't just a separate product tier. It's load-bearing infrastructure inside Fable 5 itself.\u003c/p\u003e\n\u003ch2\u003eNineteen days without Fable 5\u003c/h2\u003e\n\u003cp\u003eThat dependency became visible in the most direct way possible on June 12, when the U.S. government issued export controls forcing Anthropic to suspend Fable 5 and Mythos 5 access for every user, including foreign nationals working at Anthropic itself. The trigger, according to \u003ca href=\"https://www.cnbc.com/2026/06/30/anthropic-says-trump-admin-has-lifted-export-controls-on-claude-fable-5-and-mythos-5.html\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eCNBC\u003c/a\u003e and \u003ca href=\"https://thehackernews.com/2026/07/anthropic-restores-claude-fable-5-after.html\" target=\"_blank\" rel=\"noopener noreferrer\"\u003eThe Hacker News\u003c/a\u003e, was a jailbreak Amazon researchers discovered that bypassed one of Fable 5's cybersecurity safeguards, flagged to federal authorities by Amazon's CEO.\u003c/p\u003e\n\u003cp\u003eThe Commerce Department lifted the controls June 30, and Anthropic redeployed Fable 5 globally on July 1 — after training an improved safety classifier that the company says blocks the reported behavior in over 99% of cases, and adopting what it calls a broader \"safety margin\" that will produce more false positives in exchange for fewer misses.\u003c/p\u003e\n\u003cp\u003eFor 19 days, anyone whose workflow depended on Fable 5 specifically had one real option inside Anthropic's lineup: fall back to Opus 4.8, the same model already absorbing Fable 5's routed edge cases in normal operation. Through July 7, Anthropic is running Fable 5 at up to 50% of standard weekly usage limits for Pro, Max, Team, and select Enterprise plans as it ramps back to full availability — a reminder that even now, Fable 5 access carries more operational friction than Opus 4.8's steadier baseline.\u003c/p\u003e\n\u003ch2\u003eWhich one to use\u003c/h2\u003e\n\u003cp\u003eThe choice tracks fairly cleanly to workload type. Long-horizon agentic coding and tasks where the HLE and SWE-bench gaps compound over many turns are where Fable 5's index lead and the 25-30% reduction in task-completion turns Anthropic has claimed are most likely to justify the 2x output cost. General-purpose knowledge work, high-volume production traffic, and anything where a 19-day outage risk is unacceptable are the cases for defaulting to Opus 4.8 — which, on GPQA Diamond specifically, isn't even behind.\u003c/p\u003e\n\u003cp\u003eThe two-week export-control episode is the strongest evidence yet that Opus 4.8 isn't Anthropic's fallback tier in name only; it's the model the company's own architecture leans on when Fable 5 can't run. Both sit ahead of \u003ca href=\"/models/openai-gpt-5-5\" target rel\u003eGPT-5.5\u003c/a\u003e and \u003ca href=\"/models/google-gemini-3-1-pro\" target rel\u003eGemini 3.1 Pro\u003c/a\u003e on the current index, keeping the real decision inside Anthropic's own lineup rather than across labs — a positioning \u003ca href=\"/company/anthropic\" target rel\u003eAnthropic's capital raises\u003c/a\u003e have been pricing in for months.\u003c/p\u003e\n"])

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Requests	IP Address	Location	AS Autonomous System
74	104.21.51.173Cloudflare · WAF	United States	AS13335Cloudflare, Inc.
73	192.178.183.97Google · CDN	United States	AS15169Google LLC
147	2	-	-

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