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Home/Claude Fable 5 vs GPT-5.4
Winner: Claude Fable 5Anthropic vs OpenAI

Claude Fable 5 vs GPT-5.4

Claude Fable 5 wins on coding (100 vs 90) and writing quality and context window (1M vs 272K). GPT-5.4 wins on price ($2.5 vs $10/1M input). For most workflows, Claude Fable 5 is the stronger default — superseded by fable 5.1 — still 80.3% swe-bench pro, but 5.1 is better and cheaper to run.

Last verified Sep 3, 2026/Model data modified Sep 3, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
AnthropicPremium
Input cost
$10.00/1M
Context
1M tokens
Speed
Deliberate

Clear recommendation block

The safest Claude Fable 5 vs GPT-5.4 default, the cheaper option worth trying first, and the specialist pick — before you read the detail below.

Best overall model

Claude Fable 5

View
Why this recommendation

Claude Fable 5 is the strongest answer here for Claude Fable 5 vs GPT-5.4 — pick it when quality of output matters more than the $10.00/1M/1M input you pay for it.

AnthropicPremium
Best for
The hardest coding tasks, autonomous multi-step agents, and frontier-grade reasoning
Price
$10.00/1M
Context
1M tokens
Best value model

GPT-5.4

View
Why this recommendation

GPT-5.4 handles the same job for about 71% less per token. Start here and only move up if the output is not good enough.

OpenAIPremium
Best for
Agentic workflows, desktop automation, and complex multi-step reasoning
Price
$2.50/1M
Context
272k tokens
Best for speed

GPT-5.4

View
Why this recommendation

GPT-5.4 is the fastest of these for Claude Fable 5 vs GPT-5.4 — worth it when latency is what the reader notices, not the last few points of reasoning depth.

OpenAIPremium
Best for
Agentic workflows, desktop automation, and complex multi-step reasoning
Price
$2.50/1M
Context
272k tokens

Why this page recommends it

Claude Fable 5 leads on coding with a score of 100 vs 90 for GPT-5.4.

Claude Fable 5 has the larger context window: 1M vs 272K for GPT-5.4.

GPT-5.4 is cheaper at $2.5/1M input tokens vs $10/1M for Claude Fable 5.

Decision notes

Claude Fable 5 is the safer default: it is built for the hardest coding tasks, autonomous multi-step agents, and frontier-grade reasoning, which covers most of what people bring to this comparison.

GPT-5.4 earns its place when your work is mostly agentic workflows and desktop automation, even though it loses the overall count here.

GPT-5.4 is the more cost-efficient option at $2.5/1M input — Claude Fable 5 costs 4x more per input token, so the gap is worth taking seriously wherever token volume rather than peak quality drives the bill.

Interactive decision lab

Test the recommendation against your priority

Switch the scoring lens to see whether the Claude Fable 5 vs GPT-5.4 answer changes when cost, speed, or long-document depth leads the decision.

#1Claude Fable 591 pts
#2GPT-5.481 pts
Quality first

Claude Fable 5

Anthropic / Premium / Sep 3, 2026

91

New global #1 — 80.3% SWE-Bench Pro, the most capable model generally available.

Ranks models by the broadest mix of coding, writing, research, and long-context usefulness.

Cost
$10.00/1M
$50.00/1M out
Speed
Deliberate
2/5 score
Context
1M tokens
input window
View model
Data-backed recommendation
Avoid this pick if

You are latency- or cost-sensitive, or your tasks don't need frontier-level reasoning — Opus 4.8 at half the price is plenty.

Recommended comparisons

Where the Claude Fable 5 vs GPT-5.4 recommendation shifts once you weigh price or latency differently.

AnthropicPremiumWinner: Claude Fable 5

Claude Fable 5

New global #1 — 80.3% SWE-Bench Pro, the most capable model generally available.

Best use case
The hardest coding tasks, autonomous multi-step agents, and frontier-grade reasoning
Input
$10.00/1M
Pricing
Premium
Speed
Deliberate
Context
1M tokens
Coding leaderSWE-Bench Pro #1Mythos-class
OpenAIPremiumOption 2

GPT-5.4

Best for agentic automation and desktop control workflows.

Best use case
Agentic workflows, desktop automation, and complex multi-step reasoning
Input
$2.50/1M
Pricing
Premium
Speed
Balanced
Context
272k tokens
AgenticDesktop controlReasoning

Side-by-side specs

List prices and published scores — the numbers this page's pick is built from.

ModelInputOutputEst. monthContextSpeedCodingWritingResearch
Claude Fable 5Anthropic$10.00/1M$50.00/1M$2001M tokensDeliberate10098100
GPT-5.4OpenAI$2.50/1M$15.00/1M$55272k tokensBalanced908888

Scores out of 100 — how we evaluate models. “Est. month” is 10M in / 2M out at list price: a ceiling, no discounts.

The case for each model

Why each one is on the shortlist for Claude Fable 5 vs GPT-5.4, what it is genuinely good at, and where we would steer you away from it.

Claude Fable 5

Winner: Claude Fable 5Anthropic

Our pick for Claude Fable 5 vs GPT-5.4. It scores 100/100 on the coding axis we weight this page by, and nothing else in this shortlist matches it on output quality.

Anthropic's new Mythos-class flagship and the most capable coding model anyone can use — 80.3% SWE-Bench Pro, an 11-point jump over Opus 4.8. 1M context, 128K output, native parallel subagents. Released June 9, 2026.

Input
$10.00/1M
Output
$50.00/1M
Context
1M tokens
Speed
Deliberate

What people actually use it for

  • Autonomous agents that plan, write, run, and debug across an entire codebase with minimal supervision
  • Whole-repo refactors and PR review where accuracy outranks latency or cost
  • Frontier reasoning over 1M-token corpora — security audits, legal discovery, scientific synthesis

Where it wins

  • 80.3% SWE-Bench Pro — the new #1, up from Opus 4.8's 69.2% and GPT-5.5's 58.6%
  • 1932 on GDPval-AA, ahead of Opus 4.8 (1890) and GPT-5.5 (1769)
  • 1M-token context at standard pricing, 128K max output per request
  • Mythos-class capability released for general use with new cyber-risk safeguards

Where it falls down

  • Priced at $10/$50 per 1M tokens — double Opus 4.8 ($5/$25)
  • Deliberate pace; not for latency-sensitive interactive apps
  • Standard-use safeguards block some high-risk security workloads (use Mythos 5 with partner access)

Skip it if

You are latency- or cost-sensitive, or your tasks don't need frontier-level reasoning — Opus 4.8 at half the price is plenty.

Our verdict

The strongest coding and reasoning model you can actually use today. 80.3% SWE-Bench Pro is an 11-point leap over Opus 4.8 — the biggest single-release jump of 2026. It costs 2× Opus 4.8, so use it for the hardest agentic and engineering work and keep Opus 4.8 or Sonnet for everyday volume.

Full pricing, benchmark table and release notes on the Claude Fable 5 page.

GPT-5.4

OpenAI

The cost-conscious pick for Claude Fable 5 vs GPT-5.4, about 71% less per token than Claude Fable 5 than the top choice while holding 90/100 on coding.

OpenAI's latest flagship with unique desktop-control capabilities — it can see your screen, click, and navigate apps via the API.

Input
$2.50/1M
Output
$15.00/1M
Context
272k tokens
Speed
Balanced

What people actually use it for

  • Building agents that browse the web and operate desktop software autonomously via the API
  • Complex multi-step reasoning for financial modeling and decision analysis
  • Autonomous test-run-debug loops for coding with computer-use control

Where it wins

  • Only frontier model that can control a desktop via API (click, type, navigate)
  • Strong at multi-step agentic tasks and autonomous workflows
  • Competitive coding performance with 74.9% SWE-bench score

Where it falls down

  • Claude Opus 4.7 and GPT-5.5 now outperform it on current premium coding benchmarks
  • Smaller context window (272K) vs Gemini 3.1 Pro (2M) for research

Skip it if

You need the highest current coding benchmark scores — Claude Opus 4.7 and GPT-5.5 are newer premium picks.

Our verdict

Best choice when you need a model that can operate software autonomously at the older GPT-5.4 price tier. For current premium coding quality, Claude Opus 4.7 leads.

Full pricing, benchmark table and release notes on the GPT-5.4 page.

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FAQ

Is Claude Fable 5 better than GPT-5.4?

Claude Fable 5 wins on more of the categories we score — coding, research, long context — so it is the better default of the two. GPT-5.4 is the better pick when your work is mostly agentic workflows and desktop automation. Neither is universally "better": Claude Fable 5 is aimed at the hardest coding tasks and autonomous multi-step agents, GPT-5.4 at agentic workflows and desktop automation.

Which is cheaper — Claude Fable 5 or GPT-5.4?

GPT-5.4 is cheaper at $2.5/1M input and $15/1M output. Claude Fable 5 costs $10/1M input and $50/1M output.

Which has a larger context window — Claude Fable 5 or GPT-5.4?

Claude Fable 5 has the larger context window at 1M tokens vs GPT-5.4's 272K. For large document analysis, Claude Fable 5 is the stronger pick.

Is Claude Fable 5 or GPT-5.4 better for coding?

Claude Fable 5 is better for coding with a score of 100 vs GPT-5.4's 90 (out of 100). GPT-6 Astra is the overall coding leader in this directory at 100/100.

Which is faster — Claude Fable 5 or GPT-5.4?

GPT-5.4 is faster with a balanced speed rating (score: 3) vs Claude Fable 5's deliberate rating (score: 2). Speed matters most for interactive and high-throughput work; for batch jobs the Claude Fable 5 latency penalty is usually invisible.

What are the downsides of Claude Fable 5?

Priced at $10/$50 per 1M tokens — double Opus 4.8 ($5/$25). Deliberate pace; not for latency-sensitive interactive apps. Standard-use safeguards block some high-risk security workloads (use Mythos 5 with partner access). Avoid it if you are starting new work — Claude Fable 5.1 supersedes it at the same base price with 75% cheaper cache reads. Also skip it if you are latency- or cost-sensitive. That is the main case for looking at GPT-5.4 instead.

What are the downsides of GPT-5.4?

Claude Opus 4.7 and GPT-5.5 now outperform it on current premium coding benchmarks. Smaller context window (272K) vs Gemini 3.1 Pro (2M) for research. Avoid it if you need the highest current coding benchmark scores — Claude Opus 4.7 and GPT-5.5 are newer premium picks. Against Claude Fable 5 specifically, the gap shows up most on coding (100 vs 90).

What does a month of real work cost on Claude Fable 5 vs GPT-5.4?

Take a moderate workload of 10M input and 2M output tokens a month. Claude Fable 5 runs $200.00 (at $10/1M in and $50/1M out); GPT-5.4 runs $55.00 (at $2.5/1M in and $15/1M out). That is a $145.00/month difference — GPT-5.4 is the cheaper of the two at this volume, and the gap scales linearly as you send more. Output tokens dominate the bill on both, so prompt length matters far less than response length.

Can I use Claude Fable 5 and GPT-5.4 together?

Yes, and for most teams that beats picking one. A common split is Claude Fable 5 for the hardest coding tasks and autonomous multi-step agents, with GPT-5.4 handling agentic workflows and desktop automation. Routing high-volume, low-stakes calls to GPT-5.4 at $2.5/1M and reserving Claude Fable 5 for the hard cases is usually the cheapest arrangement that does not cost you quality.