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Home/Claude Fable 5.1 vs GPT-5.6 Terra
Winner: Claude Fable 5.1Anthropic vs OpenAI

Claude Fable 5.1 vs GPT-5.6 Terra

Claude Fable 5.1 wins on coding (100 vs 94) and writing quality. GPT-5.6 Terra wins on price ($2 vs $10/1M input). For most workflows, Claude Fable 5.1 is the stronger default — new frontier leader — better than fable 5 on every published benchmark, 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 5.1 vs GPT-5.6 Terra default, the cheaper option worth trying first, and the specialist pick — before you read the detail below.

Best overall model

Claude Fable 5.1

View
Why this recommendation

Claude Fable 5.1 is the strongest answer here for Claude Fable 5.1 vs GPT-5.6 Terra — pick it when quality of output matters more than the $10.00/1M/1M input you pay for it.

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

GPT-5.6 Terra

View
Why this recommendation

GPT-5.6 Terra handles the same job for about 77% less per token. Start here and only move up if the output is not good enough.

OpenAIBalanced
Best for
High-volume production and enterprise workloads
Price
$2.00/1M
Context
1.1M tokens
Best for speed

GPT-5.6 Terra

View
Why this recommendation

GPT-5.6 Terra is the fastest of these for Claude Fable 5.1 vs GPT-5.6 Terra — worth it when latency is what the reader notices, not the last few points of reasoning depth.

OpenAIBalanced
Best for
High-volume production and enterprise workloads
Price
$2.00/1M
Context
1.1M tokens

Why this page recommends it

Claude Fable 5.1 leads on coding with a score of 100 vs 94 for GPT-5.6 Terra.

GPT-5.6 Terra has the larger context window: 1.05M vs 1M for Claude Fable 5.1.

GPT-5.6 Terra is cheaper at $2/1M input tokens vs $10/1M for Claude Fable 5.1.

Decision notes

Go with Claude Fable 5.1 if you want one model to handle coding and research — it targets frontier agentic coding, long-horizon autonomous work, and agentic scientific research.

GPT-5.6 Terra earns its place when your work is mostly high-volume production and enterprise workloads, even though it loses the overall count here.

GPT-5.6 Terra is the more cost-efficient option at $2/1M input — Claude Fable 5.1 costs 5x 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 5.1 vs GPT-5.6 Terra answer changes when cost, speed, or long-document depth leads the decision.

#1Claude Fable 5.191 pts
#2GPT-5.6 Terra89 pts
Quality first

Claude Fable 5.1

Anthropic / Premium / Sep 3, 2026

91

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

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 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.

Recommended comparisons

Where the Claude Fable 5.1 vs GPT-5.6 Terra recommendation shifts once you weigh price or latency differently.

AnthropicPremiumWinner: Claude Fable 5.1

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
OpenAIBalancedOption 2

GPT-5.6 Terra

Best OpenAI value — near-flagship capability at 60% off.

Best use case
High-volume production and enterprise workloads
Input
$2.00/1M
Pricing
Balanced
Speed
Balanced
Context
1.1M tokens
ProductionCodingLong context

Side-by-side specs

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

ModelInputOutputEst. monthContextSpeedCodingWritingResearch
Claude Fable 5.1Anthropic$10.00/1M$50.00/1M$2001M tokensDeliberate10098100
GPT-5.6 TerraOpenAI$2.00/1M$12.00/1M$441.1M tokensBalanced949293

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 5.1 vs GPT-5.6 Terra, what it is genuinely good at, and where we would steer you away from it.

Claude Fable 5.1

Winner: Claude Fable 5.1Anthropic

Ranked first here for Claude Fable 5.1 vs GPT-5.6 Terra: 100/100 on coding, with the widest margin of anything in this line-up.

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.

GPT-5.6 Terra

OpenAI

Where most budgets should land for Claude Fable 5.1 vs GPT-5.6 Terra — about 77% less per token than Claude Fable 5.1, and still 94/100 on the coding axis.

The balanced mid-tier of the GPT-5.6 family — GPT-5.5-class capability at a fraction of the price, built for production workloads at scale.

Input
$2.00/1M
Output
$12.00/1M
Context
1.1M tokens
Speed
Balanced

What people actually use it for

  • Production coding assistance within 1–4 points of flagship Sol at 60% lower output cost
  • Long-document pipelines — 72.5% recall on 512K–1M token tasks, nearly matching Sol
  • Enterprise workloads that previously ran on GPT-5.5 at $5/$30, now ~half price

Where it wins

  • Within 1–4 points of Sol on core benchmarks (SWE-bench Pro 63.4%, Terminal-Bench 2.1 87.4%, GPQA Diamond 92.9%) at $2/$12
  • Strong long-context recall: 72.5% on 512K–1M tasks vs Luna's 41.3% collapse
  • July 30, 2026 price cut made it ~2x cheaper than GPT-5.5 for comparable capability

Where it falls down

  • Big gap to Sol on computer use (OSWorld 50.2% vs 62.6%) — not a drop-in Sol replacement for agents
  • Well behind Claude Opus 5 on repository-level coding (SWE-bench Pro ~63% vs 79.2%)

Skip it if

You need Sol-level computer use or Opus 5-level repo engineering.

Our verdict

The sensible OpenAI default for production. Terra delivers ~97% of Sol's benchmark line at 40% of the output price, making GPT-5.5's rate card look obsolete. Pick Sol only for computer-use agents and the hardest reasoning.

Full pricing, benchmark table and release notes on the GPT-5.6 Terra page.

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FAQ

Is Claude Fable 5.1 better than GPT-5.6 Terra?

Claude Fable 5.1 wins on more of the categories we score — coding, research, long context — so it is the better default of the two. GPT-5.6 Terra is the better pick when your work is mostly high-volume production and enterprise workloads. Neither is universally "better": Claude Fable 5.1 is aimed at frontier agentic coding and long-horizon autonomous work, GPT-5.6 Terra at high-volume production and enterprise workloads.

Which is cheaper — Claude Fable 5.1 or GPT-5.6 Terra?

GPT-5.6 Terra is cheaper at $2/1M input and $12/1M output. Claude Fable 5.1 costs $10/1M input and $50/1M output.

Which has a larger context window — Claude Fable 5.1 or GPT-5.6 Terra?

GPT-5.6 Terra has the larger context window at 1.05M tokens vs Claude Fable 5.1's 1M. For large document analysis, GPT-5.6 Terra is the stronger pick.

Is Claude Fable 5.1 or GPT-5.6 Terra better for coding?

Claude Fable 5.1 is better for coding with a score of 100 vs GPT-5.6 Terra's 94 (out of 100). GPT-6 Astra is the overall coding leader in this directory at 100/100.

Which is faster — Claude Fable 5.1 or GPT-5.6 Terra?

GPT-5.6 Terra is faster with a balanced speed rating (score: 3) vs Claude Fable 5.1's deliberate rating (score: 2). Speed matters most for interactive and high-throughput work; for batch jobs the Claude Fable 5.1 latency penalty is usually invisible.

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. That is the main case for looking at GPT-5.6 Terra instead.

What are the downsides of GPT-5.6 Terra?

Big gap to Sol on computer use (OSWorld 50.2% vs 62.6%) — not a drop-in Sol replacement for agents. Well behind Claude Opus 5 on repository-level coding (SWE-bench Pro ~63% vs 79.2%). Avoid it if you need Sol-level computer use or Opus 5-level repo engineering. Against Claude Fable 5.1 specifically, the gap shows up most on coding (100 vs 94).

What does a month of real work cost on Claude Fable 5.1 vs GPT-5.6 Terra?

Take a moderate workload of 10M input and 2M output tokens a month. Claude Fable 5.1 runs $200.00 (at $10/1M in and $50/1M out); GPT-5.6 Terra runs $44.00 (at $2/1M in and $12/1M out). That is a $156.00/month difference — GPT-5.6 Terra 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 5.1 and GPT-5.6 Terra together?

Yes, and for most teams that beats picking one. A common split is Claude Fable 5.1 for frontier agentic coding and long-horizon autonomous work, with GPT-5.6 Terra handling high-volume production and enterprise workloads. Routing high-volume, low-stakes calls to GPT-5.6 Terra at $2/1M and reserving Claude Fable 5.1 for the hard cases is usually the cheapest arrangement that does not cost you quality.