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Home/Claude Fable 5.1 vs Kimi K3
Winner: Claude Fable 5.1Anthropic vs Moonshot

Claude Fable 5.1 vs Kimi K3

Claude Fable 5.1 wins on coding (100 vs 96) and writing quality. Kimi K3 wins on price ($3 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 1, 2026/Model data modified Sep 1, 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 Kimi K3 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 Kimi K3 — 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

Kimi K3

View
Why this recommendation

Kimi K3 handles the same job for about 70% less per token. Start here and only move up if the output is not good enough.

MoonshotPremium
Best for
Frontier-level reasoning and agentic coding
Price
$3.00/1M
Context
1M tokens
Best for speed

Claude Fable 5.1

View
Why this recommendation

Claude Fable 5.1 is the fastest of these for Claude Fable 5.1 vs Kimi K3 — 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

Claude Fable 5.1 leads on coding with a score of 100 vs 96 for Kimi K3.

Kimi K3 is cheaper at $3/1M input tokens vs $10/1M for Claude Fable 5.1.

Claude Fable 5.1 is the stronger default for coding tasks.

Decision notes

Choose Claude Fable 5.1 for frontier agentic coding, long-horizon autonomous work, and agentic scientific research. Its coding and research scores are what carry the recommendation here.

Switch to Kimi K3 when your work is mostly frontier-level reasoning and agentic coding; on that narrower brief it is the better tool.

Kimi K3 is the more cost-efficient option at $3/1M input — Claude Fable 5.1 costs 3x 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 Kimi K3 answer changes when cost, speed, or long-document depth leads the decision.

#1Claude Fable 5.191 pts
#2Kimi K388 pts
Quality first

Claude Fable 5.1

Anthropic / Premium / Sep 1, 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 Kimi K3 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
MoonshotPremiumOption 2

Kimi K3

Closest Chinese challenger to the frontier — #4 overall on intelligence.

Best use case
Frontier-level reasoning and agentic coding
Input
$3.00/1M
Pricing
Premium
Speed
Deliberate
Context
1M tokens
Open weightsReasoningFlagship

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
Kimi K3Moonshot$3.00/1M$15.00/1M$601M tokensDeliberate969093

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 Kimi K3, 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 Kimi K3: 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.

Kimi K3

Moonshot

The cost-conscious pick for Claude Fable 5.1 vs Kimi K3, about 70% less per token than Claude Fable 5.1 than the top choice while holding 96/100 on coding.

Moonshot's 2.8-trillion-parameter multimodal reasoning flagship with always-on thinking — the largest open-weight model ever released and the closest Chinese challenger to the Western frontier.

Input
$3.00/1M
Output
$15.00/1M
Context
1M tokens
Speed
Deliberate

What people actually use it for

  • Hardest reasoning tasks — #4 of all models on AA Intelligence Index v4.1 (57.1), ahead of Claude Opus 4.8
  • Agentic coding at 81.2 FrontierSWE and 88.3 Terminal-Bench 2.0 (Moonshot-reported)
  • 1M-context research synthesis with always-on extended thinking

Where it wins

  • AA Intelligence Index v4.1: 57.1 — #4 overall, behind only Claude Fable 5 and GPT-5.6 Sol, ahead of Claude Opus 4.8
  • FrontierSWE 81.2 and Terminal-Bench 2.0 88.3 — frontier-grade agentic coding numbers
  • Open weights (July 26, 2026) — at 2.8T parameters, the largest open-weight release in history

Where it falls down

  • Most expensive Chinese-lab model ever ($3/$15) with always-on thinking driving high output-token burn and slow responses
  • 2.8T size makes self-hosting impractical despite open weights; consumer signups were paused July 19 over GPU capacity

Skip it if

You need fast responses or predictable output costs — always-on thinking burns tokens.

Our verdict

The first Chinese model to genuinely crowd the Western frontier — #4 on aggregate intelligence ahead of Opus 4.8. The always-on thinking makes it slow and output-heavy, so cost per task runs above the sticker price. A serious Opus-class alternative if latency isn't critical.

Full pricing, benchmark table and release notes on the Kimi K3 page.

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FAQ

Is Claude Fable 5.1 better than Kimi K3?

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. Kimi K3 is the better pick when your work is mostly frontier-level reasoning and agentic coding. Neither is universally "better": Claude Fable 5.1 is aimed at frontier agentic coding and long-horizon autonomous work, Kimi K3 at frontier-level reasoning and agentic coding.

Which is cheaper — Claude Fable 5.1 or Kimi K3?

Kimi K3 is cheaper at $3/1M input and $15/1M output. Claude Fable 5.1 costs $10/1M input and $50/1M output.

Which has a larger context window — Claude Fable 5.1 or Kimi K3?

Both Claude Fable 5.1 and Kimi K3 have the same 1M context window.

Is Claude Fable 5.1 or Kimi K3 better for coding?

Claude Fable 5.1 is better for coding with a score of 100 vs Kimi K3's 96 (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 Kimi K3?

Both Claude Fable 5.1 and Kimi K3 have similar speed profiles — rated deliberate. Neither will be the bottleneck if latency is your deciding factor.

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 Kimi K3 instead.

What are the downsides of Kimi K3?

Most expensive Chinese-lab model ever ($3/$15) with always-on thinking driving high output-token burn and slow responses. 2.8T size makes self-hosting impractical despite open weights; consumer signups were paused July 19 over GPU capacity. Avoid it if you need fast responses or predictable output costs — always-on thinking burns tokens. Against Claude Fable 5.1 specifically, the gap shows up most on coding (100 vs 96).

What does a month of real work cost on Claude Fable 5.1 vs Kimi K3?

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); Kimi K3 runs $60.00 (at $3/1M in and $15/1M out). That is a $140.00/month difference — Kimi K3 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 Kimi K3 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 Kimi K3 handling frontier-level reasoning and agentic coding. Routing high-volume, low-stakes calls to Kimi K3 at $3/1M and reserving Claude Fable 5.1 for the hard cases is usually the cheapest arrangement that does not cost you quality.