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Home/GPT-6 Astra vs Claude Fable 5.1
Winner: GPT-6 AstraOpenAI vs Anthropic

GPT-6 Astra vs Claude Fable 5.1

For most workflows, GPT-6 Astra is the stronger default — openai's frontier answer to fable 5.1 — computer-use and agentic-coding leader at $10/$50.

Last verified Sep 4, 2026/Model data modified Sep 4, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
OpenAIPremium
Input cost
$10.00/1M
Context
1.1M tokens
Speed
Deliberate

Clear recommendation block

The safest GPT-6 Astra vs Claude Fable 5.1 default, the cheaper option worth trying first, and the specialist pick — before you read the detail below.

Best overall model

GPT-6 Astra

View
Why this recommendation

GPT-6 Astra is the strongest answer here for GPT-6 Astra vs Claude Fable 5.1 — pick it when quality of output matters more than the $10.00/1M/1M input you pay for it.

OpenAIPremium
Best for
Computer and browser use, long-horizon agentic coding, and frontier math and science work
Price
$10.00/1M
Context
1.1M tokens
Best value model

Claude Sonnet 5.5

View
Why this recommendation

Claude Sonnet 5.5 handles the same job for about 80% less per token. Start here and only move up if the output is not good enough.

AnthropicBalanced
Best for
Everyday feature work, bug fixing and polished documents at mid-tier pricing
Price
$2.00/1M
Context
1M tokens
Best for speed

Claude Fable 5.1

View
Why this recommendation

Claude Fable 5.1 is the fastest of these for GPT-6 Astra vs Claude Fable 5.1 — worth it when latency is what the reader notices, not the last few points of reasoning depth.

AnthropicPremium
Best for
Frontier agentic coding, long-horizon autonomous work, and agentic scientific research
Price
$10.00/1M
Context
1M tokens

Why this page recommends it

GPT-6 Astra leads on coding with a score of 99 vs 99 for Claude Fable 5.1.

GPT-6 Astra has the larger context window: 1.05M vs 1M for Claude Fable 5.1.

Both models are similarly priced — the decision comes down to capability, not cost.

Decision notes

Choose GPT-6 Astra for computer and browser use, long-horizon agentic coding, and frontier math and science work. Its coding and research scores are what carry the recommendation here.

Claude Fable 5.1 earns its place when your work is mostly frontier agentic coding and long-horizon autonomous work, even though it loses the overall count here.

Both models serve different primary workflows — GPT-6 Astra for computer and browser use and long-horizon agentic coding, Claude Fable 5.1 for frontier agentic coding and long-horizon autonomous work — so running each where it has a clear edge often beats forcing one to do both.

Interactive decision lab

Test the recommendation against your priority

Switch the scoring lens to see whether the GPT-6 Astra vs Claude Fable 5.1 answer changes when cost, speed, or long-document depth leads the decision.

#1GPT-6 Astra91 pts
#2Claude Fable 5.191 pts
Quality first

GPT-6 Astra

OpenAI / Premium / Sep 4, 2026

91

OpenAI's frontier answer to Fable 5.1 — computer-use and agentic-coding leader at $10/$50.

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
1.1M tokens
input window
View model
Data-backed recommendation
Avoid this pick if

You are cost-sensitive or latency-bound — GPT-5.6 Sol is a fifth of the price — or you need it today in an Enterprise workspace, where it is off by default, or for offensive-security work, which it refuses outside OpenAI Daybreak.

Recommended comparisons

Where the GPT-6 Astra vs Claude Fable 5.1 recommendation shifts once you weigh price or latency differently.

OpenAIPremiumWinner: GPT-6 Astra

GPT-6 Astra

OpenAI's frontier answer to Fable 5.1 — computer-use and agentic-coding leader at $10/$50.

Best use case
Computer and browser use, long-horizon agentic coding, and frontier math and science work
Input
$10.00/1M
Pricing
Premium
Speed
Deliberate
Context
1.1M tokens
Computer use leaderFrontierAgentic
AnthropicPremiumOption 2

Claude Fable 5.1

New frontier leader — better than Fable 5 on every published benchmark, and cheaper to run.

Best use case
Frontier agentic coding, long-horizon autonomous work, and agentic scientific research
Input
$10.00/1M
Pricing
Premium
Speed
Deliberate
Context
1M tokens
Coding leaderFrontierAgentic

Side-by-side specs

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

ModelInputOutputEst. monthContextSpeedCodingWritingResearch
GPT-6 AstraOpenAI$10.00/1M$50.00/1M$2001.1M tokensDeliberate10097100
Claude Fable 5.1Anthropic$10.00/1M$50.00/1M$2001M tokensDeliberate10098100

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 GPT-6 Astra vs Claude Fable 5.1, what it is genuinely good at, and where we would steer you away from it.

GPT-6 Astra

Winner: GPT-6 AstraOpenAI

Our pick for GPT-6 Astra vs Claude Fable 5.1. It scores 100/100 on the coding axis we weight this page by, and nothing else in this shortlist matches it on output quality.

OpenAI's September 3, 2026 frontier release — the first GPT-6 model and OpenAI's answer to Claude Fable 5.1 two days earlier. State of the art on computer use (OSWorld 2.0 72.6% in ~47% less time than GPT-5.6 Sol), agentic coding (Terminal-Bench 4.0 57.9%), and frontier math (FrontierMath Tier 4 97.6%). $10/$50 per 1M tokens, 1.05M context, 128K output, knowledge cutoff April 30, 2026.

Input
$10.00/1M
Output
$50.00/1M
Context
1.1M tokens
Speed
Deliberate

What people actually use it for

  • Computer-use agents that fill forms, update CRMs, run QA in a browser — 72.6% on OSWorld 2.0 at ~40 minutes per task vs Sol's 75
  • Agentic coding in Codex with cross-context notes — 57.9% Terminal-Bench 4.0, ahead of Claude Fable 5.1 (55.8%)
  • Frontier math and science — 97.6% FrontierMath Tier 4 and 64.6% Terminal-Bench Science, both well clear of every rival OpenAI tested

Where it wins

  • OSWorld 2.0 72.6% vs 65.7% for GPT-5.6 Sol, in roughly 47% less time per task — the new computer-use ceiling
  • Terminal-Bench 4.0 57.9% — ahead of Claude Fable 5.1 (55.8%), Opus 5 (52.3%) and GPT-5.6 Sol (37.3%)
  • FrontierMath Tier 4 (v2) 97.6% vs Fable 5.1's 87.8%; Terminal-Bench Science 64.6% vs 52.6%; GPQA Diamond 96.0%
  • 1.05M context with 96.3% on OpenAI MRCR 8-needle at 512K–1M (Sol: 73.8%) and 128K max output
  • OpenAI's lowest misaligned-outcome rates to date: 2.4% on its computer-use safety benchmark vs 22.0% for Sol, 0% scope-creep on impossible cyber tasks vs 48%

Where it falls down

  • $10/$50 per 1M — five times GPT-5.6 Sol's $2/$10 and the same premium as Claude Fable 5.1; Fast mode doubles it again
  • Trails Claude Fable 5.1 on Humanity's Last Exam with tools (57.2% vs 65.0%) and on the Artificial Analysis Intelligence Index (61.2 vs 65.7)
  • OpenAI published no SWE-bench Verified or SWE-bench Pro figure at launch, so it does not appear on our SWE-bench leaderboard
  • Rolling out over days, not instantly: Enterprise access is off by default, advanced cyber tasks are refused outside OpenAI Daybreak, and the safety layer can pause or stop legitimate agent runs
  • OpenAI's own system card finds its written reasoning harder to monitor than Sol's

Skip it if

You are cost-sensitive or latency-bound — GPT-5.6 Sol is a fifth of the price — or you need it today in an Enterprise workspace, where it is off by default, or for offensive-security work, which it refuses outside OpenAI Daybreak.

Our verdict

The new computer-use and agentic-coding ceiling, and OpenAI's first model priced like a Mythos-class Claude. Astra beats Claude Fable 5.1 on Terminal-Bench 4.0 (57.9% vs 55.8%), Terminal-Bench Science (64.6% vs 52.6%) and FrontierMath Tier 4 (97.6% vs 87.8%), and it is the only model with a credible OSWorld 2.0 result above 70%. It loses to Fable 5.1 on Humanity's Last Exam and on Artificial Analysis's index, costs five times GPT-5.6 Sol, and ships without a SWE-bench number. If your work is computer use, browser agents or math, it is the pick; for everyday coding at scale, Sol at $2/$10 remains the value default.

Full pricing, benchmark table and release notes on the GPT-6 Astra page.

Claude Fable 5.1

Anthropic

Here for latency: it answers fastest of anything listed for GPT-6 Astra vs Claude Fable 5.1, at 100/100 on coding.

Anthropic's September 1, 2026 frontier release and the new capability ceiling for coding, agents, and scientific work. Base pricing is unchanged at $10/$50, but cache reads dropped 75% to $0.25/1M — roughly 25% cheaper on typical workloads and up to 45% cheaper on agentic ones. 1M context, 128K output, adaptive thinking always on.

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

What people actually use it for

  • Agentic scientific research — 52.6% on Terminal-Bench-Science 0.1, more than double Fable 5's 24.7%
  • Long-running autonomous coding agents that plan, run, and debug across a whole repository
  • Cache-heavy agent loops where the 75% cache-read cut ($1.00 → $0.25 per 1M) is the real saving

Where it wins

  • 52.6% Terminal-Bench-Science 0.1 — 2.1x Fable 5 (24.7%), well clear of Opus 5 (29.0%) and GPT-5.6 Sol (22.4%)
  • 55.8% Terminal-Bench 4.0 agentic coding, ahead of Opus 5 (52.3%) and Fable 5 (42.0%)
  • Cache reads cut 75% to $0.25/1M — ~25% cheaper for typical use, ~45% for heavily agentic work
  • Independent Vals AI evaluation ranks it #1 of 51 on the Vals Index, #1 on LiveCodeBench (90.5%) and MMLU Pro (92.4%)
  • 1M-token context and 128K max output at standard rates, with adaptive thinking always enabled

Where it falls down

  • Base rates are still $10/$50 per 1M — double Claude Opus 5 for anything that is not cache-heavy
  • Anthropic published no SWE-bench Verified or SWE-bench Pro figure for 5.1 at launch
  • On Claude Pro it only runs on pay-as-you-go credits; Max includes it up to 50% of weekly limits
  • Deliberate, high-latency profile — the wrong choice for interactive, latency-bound apps

Skip it if

You need low latency, or your workload is uncached and cost-sensitive — Claude Opus 5 is half the base price and within a few points on agentic coding.

Our verdict

The new frontier leader, and the rare upgrade that costs less than the model it replaces. Base $10/$50 pricing did not move, but a 75% cut to cache reads makes typical workloads ~25% cheaper than Fable 5 and heavily agentic ones ~45% cheaper — while more than doubling Fable 5 on agentic science and beating Opus 5 on agentic coding. If you were already on Fable 5, switching is a straight win. If you were on Opus 5 for the price, it still costs 2x on uncached tokens.

Full pricing, benchmark table and release notes on the Claude Fable 5.1 page.

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FAQ

Is GPT-6 Astra better than Claude Fable 5.1?

GPT-6 Astra wins on more of the categories we score — coding, research, long context — so it is the better default of the two. Claude Fable 5.1 is the better pick when your work is mostly frontier agentic coding and long-horizon autonomous work. Neither is universally "better": GPT-6 Astra is aimed at computer and browser use and long-horizon agentic coding, Claude Fable 5.1 at frontier agentic coding and long-horizon autonomous work.

Which is cheaper — GPT-6 Astra or Claude Fable 5.1?

Both models are similarly priced at $10/1M input tokens. The decision should come down to capability, not cost.

Which has a larger context window — GPT-6 Astra or Claude Fable 5.1?

GPT-6 Astra has the larger context window at 1.05M tokens vs Claude Fable 5.1's 1M. For large document analysis, GPT-6 Astra is the stronger pick.

Is GPT-6 Astra or Claude Fable 5.1 better for coding?

GPT-6 Astra and Claude Fable 5.1 are similarly matched on coding. Claude Opus 5.5 is the overall coding leader in this directory at 100/100.

Which is faster — GPT-6 Astra or Claude Fable 5.1?

Both GPT-6 Astra and Claude Fable 5.1 have similar speed profiles — rated deliberate. Neither will be the bottleneck if latency is your deciding factor.

What are the downsides of GPT-6 Astra?

$10/$50 per 1M — two and a half times GPT-5.6 Sol's $4/$20 promotional rate, five times GPT-6.1 Sol's $2/$10, and the same premium as Claude Fable 5.1; Fast mode doubles it again. Trails Claude Fable 5.1 on Humanity's Last Exam with tools (57.2% vs 65.0%) and on the Artificial Analysis Intelligence Index (61.2 vs 65.7). OpenAI published no SWE-bench Verified or SWE-bench Pro figure at launch, so it does not appear on our SWE-bench leaderboard. Avoid it if you are cost-sensitive or latency-bound — GPT-6.1 Sol is a fifth of the price — or you need it today in an Enterprise workspace, where it is off by default, or for offensive-security work, which it refuses outside OpenAI Daybreak. That is the main case for looking at Claude Fable 5.1 instead.

What are the downsides of Claude Fable 5.1?

Base rates are still $10/$50 per 1M — double Claude Opus 5 for anything that is not cache-heavy. Anthropic published no SWE-bench Verified or SWE-bench Pro figure for 5.1 at launch. On Claude Pro it only runs on pay-as-you-go credits; Max includes it up to 50% of weekly limits. Avoid it if you need low latency, or your workload is uncached and cost-sensitive — Claude Opus 5 is half the base price and within a few points on agentic coding. Against GPT-6 Astra specifically, the two are close enough on capability that price and speed decide it.

What does a month of real work cost on GPT-6 Astra vs Claude Fable 5.1?

Take a moderate workload of 10M input and 2M output tokens a month. GPT-6 Astra runs $200.00 (at $10/1M in and $50/1M out); Claude Fable 5.1 runs $200.00 (at $10/1M in and $50/1M out). The gap is small enough that price should not decide this one. Output tokens dominate the bill on both, so prompt length matters far less than response length.

Can I use GPT-6 Astra and Claude Fable 5.1 together?

Yes, and for most teams that beats picking one. A common split is GPT-6 Astra for computer and browser use and long-horizon agentic coding, with Claude Fable 5.1 handling frontier agentic coding and long-horizon autonomous work. Since GPT-6 Astra is both the stronger and the cheaper option here, a split mainly makes sense if Claude Fable 5.1 covers a capability you specifically need.