Skip to content
research

Anthropic's New AI Is a Coding God

Anthropic just dropped Claude Fable 5, a new model that dominates coding benchmarks and leaves competitors like GPT-5.5 in the dust. But its insane power comes with aggressive safeguards and a bizarre pricing strategy that might make you think twice.

Aki Tanaka
Hero image for: Anthropic's New AI Is a Coding God

TL;DR / Key Takeaways

  • Anthropic just dropped Claude Fable 5, a new model that dominates coding benchmarks and leaves competitors like GPT-5.5 in the dust.
  • But its insane power comes with aggressive safeguards and a bizarre pricing strategy that might make you think twice.

The New Benchmark King Is Here

Anthropic's **Claude Fable 5 5, its first generally available Mythos (refers to a class of Anthropic AI models, specifically Claude Mythos 5)-class model, has radically redefined AI coding benchmarks, emerging as state-of-the-art across nearly every evaluation. The model achieved a remarkable 10% jump in agentic coding performance on SWE-BenchPro**, significantly outpacing competitors. It also leads on Cognition's new FrontierCode evaluation, which specifically assesses if generated code is truly 'mergeable' by a human maintainer.

Its prowess extends beyond academic tests to massive real-world applications. Stripe leveraged Claude Fable 5 5 to execute a codebase-wide migration of its 50-million-line Ruby system, completing the monumental task in a single day. This feat underscores the model's unparalleled ability to handle complex, long-running agentic tasks, maintaining focus across millions of tokens and improving outputs with its own notes.

Claude Fable 5 5 establishes a stark capability gap against rivals like GPT 5.5, particularly in generating intricate user interfaces. Demonstrations revealed Fable 5 could recreate a high-fidelity website from a single screenshot with impressive accuracy, a task where GPT 5.5 lagged significantly, producing outputs described as "miles behind" in UI design. This difference highlights Fable 5's superior understanding and execution of complex visual and coding requirements.

More Than Just a Coder

Beyond code, Claude Fable 5 5 demonstrates remarkable visual intelligence. It can "one-shot" a high-fidelity website, recreating the Linear site, generating all necessary code and assets from a single screenshot, without web access. This capability suggests a deep understanding of visual layout and functional design, translating static imagery into dynamic, interactive experiences with impressive fidelity.

Crucially, Claude Fable 5 5 redefines long-context memory and agentic capabilities. It maintains focus across millions of tokens and can execute complex, multi-day tasks, evidenced by Stripe's test where it performed a codebase-wide migration of a 50-million-line Ruby codebase in a single day. This persistent reasoning and self-improvement, leveraging its own notes, marks a significant leap in sustained autonomous work, handling context windows up to 1M tokens by default.

Its versatility extends to sophisticated creative and engineering challenges. Anthropic showcased Claude Fable 5 5 designing a 3D printable CAD model, all within a browser-based CAD editor that the model itself created from scratch. This ability to not only solve a problem but also to construct its own specialized tools for the solution underscores a profound level of cognitive integration and multi-domain mastery.

Power Comes With a Price: Safeguards

Anthropic's Claude Fable 5 5, while demonstrating cutting-edge capabilities, also incorporates an aggressive approach to safety. Its stringent safeguards cause it to refuse all requests on cybersecurity evaluation benchmarks, effectively passing zero of these tests. This robust posture, intended to prevent misuse, could lead to a notable rate of false positives for general users, potentially frustrating common workflows.

This cautious public release highlights Anthropic's dual-model strategy. Claude Fable 5 5 serves as the generally available "Mythos (refers to a class of Anthropic AI models, specifically Claude Mythos 5)-class" model, heavily guarded for broad access. For specialized partners, however, Anthropic offers the less-restricted Claude Mythos (refers to a class of Anthropic AI models, specifically Claude Mythos 5) (refers to a class of Anthropic AI models, specifically Claude Mythos (refers to a class of Anthropic AI models, specifically Claude Mythos 5) 5, a powerful, limited-release model; Claude Fable 5 5 is the generally available 'Mythos (refers to a class of Anthropic AI models, specifically Claude Mythos 5)-class' model) 5, which lifts cyber safeguards for Glasswing partners and other specific restrictions for biology researchers. Further details are available at Claude Fable 5 5 and Claude Mythos (refers to a class of Anthropic AI models, specifically Claude Mythos 5) (refers to a class of Anthropic AI models, specifically Claude Mythos (refers to a class of Anthropic AI models, specifically Claude Mythos 5) 5, a powerful, limited-release model; Claude Fable 5 5 is the generally available 'Mythos (refers to a class of Anthropic AI models, specifically Claude Mythos 5)-class' model) 5 - Anthropic-5).

A built-in fallback mechanism attempts to mitigate these frequent refusals. Prompts deemed borderline are automatically routed to Opus 4.8 for re-evaluation. However, the efficacy of this system remains questionable, given that Opus 4.8 itself exhibits a significant refusal rate, passing only 88% of those same cyber evaluation tests. This suggests users might still frequently encounter rejections, even after the initial fallback attempt.

Anthropic's Bizarre Pricing Gambit

Anthropic introduced a perplexing rollout for Claude Fable 5 5, initially making it available through Pro, Max, Team, and Enterprise subscription plans. Yet, this access is fleeting; the model will be removed from these plans on June 23rd, transitioning to a credits-only system. Anthropic vaguely promises its return to subscriptions at an undetermined future date, a strategy that seems designed to create artificial scarcity and drive immediate credit purchases.

Developers face a clear cost structure: $10 per million input tokens and $50 per million output tokens. While this pricing is less than half that of the prior Claude Mythos (refers to a class of Anthropic AI models, specifically Claude Mythos 5) (refers to a class of Anthropic AI models, specifically Claude Mythos (refers to a class of Anthropic AI models, specifically Claude Mythos 5) 5, a powerful, limited-release model; Claude Fable 5 5 is the generally available 'Mythos (refers to a class of Anthropic AI models, specifically Claude Mythos 5)-class' model) Preview, Fable 5 also depletes usage limits at twice the rate of its predecessor, Opus, making it significantly more expensive for comparable workloads. This suggests a higher computational cost or a premium placed on its advanced capabilities.

Adding another layer of scrutiny, Anthropic implemented a mandatory 30-day data retention policy for all Fable 5 API traffic. This measure, ostensibly for security monitoring, raises significant privacy concerns for users and enterprises interacting with the model. It demands careful consideration of the trade-offs between enhanced security and data sovereignty when integrating this powerful new AI.

Frequently Asked Questions

What is Claude Fable 5?

Claude Fable 5 is a new 'Mythos-class' AI model from Anthropic, released to the public with strong built-in safeguards. It sets a new state-of-the-art standard, especially in complex coding, vision, and long-running agentic tasks.

How is Fable 5 different from Claude Mythos 5?

Fable 5 is the generally available version with extensive safeguards. Mythos 5 is a more powerful version with fewer safeguards, currently restricted to trusted partners like cybersecurity firms for specialized, high-stakes tasks.

What makes Fable 5 so good at coding?

Fable 5 shows massive gains on benchmarks like SWE-Bench Pro and Frontier Code, which test an AI's ability to handle complex, real-world software engineering tasks and produce production-quality, 'mergeable' code, not just pass simple tests.

What is the pricing for Claude Fable 5?

The API pricing is $10 per million input tokens and $50 per million output tokens. Its availability on subscription plans is temporary, with a plan to switch to a usage credit system in the near future.

Found this useful? Share it.

One short daily email of tools worth shipping. No drip funnel.

one email a day · unsubscribe in two clicks · no third-party tracking

🚀Discover More

Stay Ahead of the AI Curve

Discover the best AI tools, agents, and MCP servers curated by Stork.AI. Find the right solutions to supercharge your workflow.

P.S. Built something worth using? List it on Stork