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BenchLM
Data

Claude Fable 5.2 vs Claude Opus 5

Updated November 9, 2026. Rank says Claude Fable 5.2 is ahead. Price, access, and your workload can each overturn that. Public scores include evidence status and uncertainty.

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Decision reading

Claude Fable 5.2 has the higher public point estimate, 91.19 versus 79.11. Their conditional score ranges overlap. These ranges do not establish rank confidence. 19 results are shared. Category rows resting on Estimated evidence or different benchmark sets are marked directional and do not name a winner.

Model A
Anthropic logo

Anthropic

91.19/100

Estimated · Public rank #1

Conditional range 76.8–100.0

Model B
Anthropic logo

Anthropic

79.11/100

Supported · Public rank #11

90% interval 76.5–81.7

Shared results
19
Claude Fable 5.2 only
11
Claude Opus 5 only
65
Like-for-like categories
2 / 8
Estimated: Claude Fable 5.2 · Supported: Claude Opus 5. Conditional ranges do not establish rank confidence.How the comparison works

Which one for your work

Recommendations appear only when a shared evidence basis or an explicit operating constraint supports the call. Secondary and unsupported use cases stay disclosed below the initial list.

  • Chat turn cost

    1K fresh input + 500 output tokens

    Claude Opus 5

    Claude Opus 5 has the lower estimated token cost for this stated workload. Costs use the listed standard API rates.

    Confidence: listed-rates
  • Cache-heavy agent loop cost

    200K cached + 20K fresh input + 10K output tokens

    Claude Opus 5

    Claude Opus 5 has the lower estimated token cost for this stated workload. Costs use the listed standard API rates.

    Confidence: listed-rates
Show secondary and unsupported calls
  • Repository review cost

    50K fresh input + 3K output tokens

    Claude Opus 5

    Claude Opus 5 has the lower estimated token cost for this stated workload. Costs use the listed standard API rates.

    Confidence: listed-rates
  • Coding work

    Code generation, repair, and software-engineering tasks

    Not enough matched evidence

    Claude Fable 5.2 is scored on Estimated evidence for coding, so the reading is directional rather than like-for-like.

    Confidence: limited
  • Agentic work

    Tool use, computer use, and multi-step task completion

    Not enough matched evidence

    Claude Fable 5.2 is scored on Estimated evidence for agentic, so the reading is directional rather than like-for-like.

    Confidence: limited
  • Long documents

    Prompts that approach the documented context limit

    No clear pick

    The documented context windows are equal.

    Confidence: documented

Which one for a specific job

Choose a job from the LLM Selector's task catalog to see the category row it rests on, under the same basis rules as the table below. A directional row stays directional; choosing a job never creates a winner.

The same task catalog as the LLM Selector. Each job names the evidence surface it rests on; nothing here adds a new score.

86.9Claude Fable 5.270.4Claude Opus 5

Directional only · BenchAlign v5.8

Claude Fable 5.2 has the higher coding point estimate. Conditional score ranges do not establish rank confidence.

Coding scores combine specific tasks and setups. Match the editor, harness, and effort to your workflow.

Same basis rules as the category table below

What is actually comparable

Shared results can support a head-to-head reading. Results present for only one model describe coverage, not superiority.

3 categories rest on Estimated evidence or different evidence sets. Those rows remain visible for coverage context but do not name a winner.

Shape of the matched evidence

Only shared public evidence is shown. Sparse evidence stays a ruled list rather than being closed into a radar shape.

Too few matched category axes support a radar. The ruled list below shows only shared benchmark results; positions use each benchmark’s normalized display scale when available.

Bars run 0–100 on each benchmark’s normalized display scale

Category results, on a stated basis

Each row shows the public-lane category score for both models: the BenchAlign v5.8 lane for agentic, coding, reasoning, multimodal, and knowledge, and the weighted public rows elsewhere, with the same rank each model page reports. A row is like-for-like only when both scores rest on Supported evidence or the same weighted set. Directional and not-comparable rows remain visible, but they never receive a winner.

Reasoning

Like-for-like
Claude Fable 5.2
90.7
Supported · #1/157
Claude Opus 5
74.8
Supported · #11/157
Basis
BenchAlign v5.8 lane · 3 vs 3 public rows
Reading
Claude Fable 5.2 leads

Knowledge

Like-for-like
Claude Fable 5.2
97.6
Supported · #1/179
Claude Opus 5
80.3
Supported · #6/179
Basis
BenchAlign v5.8 lane · 3 vs 19 public rows
Reading
Claude Fable 5.2 leads

Agentic

Directional only
Claude Fable 5.2
90.7
Estimated · #1/132
Claude Opus 5
77.0
Supported · #5/132
Basis
BenchAlign v5.8 lane · 8 vs 23 public rows
Reading
Directional only

Coding

Directional only
Claude Fable 5.2
86.9
Estimated · #1/158
Claude Opus 5
70.4
Supported · #10/158
Basis
BenchAlign v5.8 lane · 8 vs 20 public rows
Reading
Directional only

Multimodal

Directional only
Claude Fable 5.2
89.8
Estimated · #1/67
Claude Opus 5
77.8
Estimated · #6/67
Basis
BenchAlign v5.8 lane · 6 vs 8 public rows
Reading
Directional only

Multilingual

Not comparable
Claude Fable 5.2
Not ranked
Claude Opus 5
Not ranked
Basis
Provisional lane · 0 vs 0 weighted rows
Reading
Not comparable

Instruction following

Not comparable
Claude Fable 5.2
Not ranked
Claude Opus 5
Not ranked
Basis
Provisional lane · 0 vs 0 weighted rows
Reading
Not comparable

Math

Not comparable
Claude Fable 5.2
Not ranked
Claude Opus 5
88.1
Unranked · 7 rankable rows
Basis
Provisional lane · 0 vs 2 weighted rows
Reading
Not comparable

Ranks count the models scored in each category’s lane, so the agentic, coding, reasoning, multimodal, and knowledge denominators (BenchAlign v5.8) differ from the provisional-lane categories. Unranked scores sit on the provisional lane’s scale but never name a winner. Like-for-like rows within 0.5 points read as a practical tie.

Supported evidence per lane · bars run 0–100Methodology

What each workload costs

Three fixed token mixes turn per-token rates into comparable decisions. Each scenario states context fit and whether cached input had to fall back to the published list-input rate.

Chat turn

1K fresh input + 500 output tokens

Claude Fable 5.2
$0.028
Fits in one request
Claude Opus 5
$0.0175
Fits in one request

Claude Opus 5 has the lower modeled cost

Costs use the listed standard API rates.

Repository review

50K fresh input + 3K output tokens

Claude Fable 5.2
$0.52
Fits in one request
Claude Opus 5
$0.325
Fits in one request

Claude Opus 5 has the lower modeled cost

Costs use the listed standard API rates.

Cache-heavy agent loop

200K cached + 20K fresh input + 10K output tokens

Claude Fable 5.2
$0.6
Fits in one request
Claude Opus 5
$0.45
Fits in one request

Claude Opus 5 has the lower modeled cost

Costs use the listed standard API rates.

Cached input falls back to the list input rate only where a cached rate is unpublished

Specification differences

Sourced differences are shown directly. Missing facts stay explicit instead of being inferred from a model name or family.

Cached-input rate

A missing cached-input rate falls back to the listed input rate only in the stated workload estimate.

Claude Fable 5.2

$0.2 per 1M cached input tokens

Claude API pricing

Claude Opus 5

$0.5 per 1M cached input tokens

Claude API pricing

Reasoning profile

Claude Fable 5.2

Reasoning

Claude Opus 5

Reasoning

Weight access

Claude Fable 5.2

Proprietary

Claude Opus 5

Proprietary

License

Claude Fable 5.2

Proprietary

Claude Opus 5

Proprietary

Release date

Claude Fable 5.2

2026-11-09

Claude Opus 5

2026-07-24

If you already use one of these models

Deployment change
Both entries list Anthropic as the provider. Confirm endpoint, model ID, limits, and feature support before switching.
Quality signal
Claude Fable 5.2 has the higher public point estimate, 91.19 versus 79.11. Their conditional score ranges overlap. These ranges do not establish rank confidence.
Workload cost
Repository review: $0.52 vs $0.325. Cache-heavy agent loop: $0.6 vs $0.45.
Context tradeoff
Both models list 1M.
Run the same representative tasks against both endpoints before changing production traffic.

Questions

Which is better, Claude Fable 5.2 or Claude Opus 5?

Claude Fable 5.2 has the higher public point estimate, 91.19 versus 79.11. Their conditional score ranges overlap. These ranges do not establish rank confidence. The page therefore keeps the decision tied to the specific documented workload.

Which is better for coding, Claude Fable 5.2 or Claude Opus 5?

Claude Fable 5.2 scores higher for coding on the public lane, 86.9 to 70.4. Claude Fable 5.2 is scored on Estimated evidence for coding, so the reading is directional rather than like-for-like. BenchLM does not name a winner for coding from a directional reading; read the shared benchmark rows directly and test the models on the same task set.

Which is better for agentic tasks, Claude Fable 5.2 or Claude Opus 5?

Claude Fable 5.2 scores higher for agentic tasks on the public lane, 90.7 to 77. Claude Fable 5.2 is scored on Estimated evidence for agentic tasks, so the reading is directional rather than like-for-like. BenchLM does not name a winner for agentic tasks from a directional reading; read the shared benchmark rows directly and test the models on the same task set.

Which costs less, Claude Fable 5.2 or Claude Opus 5?

For the stated presets, chat costs $0.028 on Claude Fable 5.2 and $0.0175 on Claude Opus 5; repository review costs $0.52 and $0.325; the cache-heavy agent loop costs $0.6 and $0.45. Costs use the listed standard API rates.

Which has the larger context window, Claude Fable 5.2 or Claude Opus 5?

Both models list the same context window, 1M.

Benchmark evidence

The full public result ledger is available for audit without forcing a wide desktop table onto a phone.

Browse raw public benchmark evidence95 rows

Agentic

  • Terminal-Bench 4.0

    Claude Fable 5.267.60%
    Source
    Claude Opus 5—

    Not directly comparable

  • Terminal-Bench-Science 0.1

    Claude Fable 5.274.6%
    Source
    Claude Opus 5—

    Not directly comparable

  • AutomationBench

    Claude Fable 5.251.4%
    Source
    Claude Opus 526.0%
    Source

    Claude Fable 5.2 leads this result

  • OSWorld 2.1 Offline

    Claude Fable 5.289.3%
    Source
    Claude Opus 5—

    Not directly comparable

  • WANDR

    Claude Fable 5.282.1%
    Source
    Claude Opus 5—

    Not directly comparable

  • Remote Labor Index

    Claude Fable 5.241.3%
    Source
    Claude Opus 5—

    Not directly comparable

  • RoboDojo Sim

    Claude Fable 5.264.9%
    Source
    Claude Opus 5—

    Not directly comparable

  • DRACO

    Claude Fable 5.287.7%
    Source
    Claude Opus 588.6%
    Source

    Claude Opus 5 leads this result

  • Terminal-Bench 4.1

    Claude Fable 5.2—
    Claude Opus 553.30%
    Source

    Not directly comparable

  • Terminal-Bench 3.0

    Claude Fable 5.2—
    Claude Opus 542.7%
    Source

    Not directly comparable

  • BrowseComp

    Claude Fable 5.2—
    Claude Opus 590.8%
    Source

    Not directly comparable

  • HLE w/ tools

    Claude Fable 5.2—
    Claude Opus 564.7%
    Source

    Not directly comparable

  • DeepSearchQA

    Claude Fable 5.2—
    Claude Opus 595.0%
    Source

    Not directly comparable

  • BrowseComp (10-agent, prerelease)

    Claude Fable 5.2—
    Claude Opus 593.6%
    Source

    Not directly comparable

  • OSWorld 2.0

    Claude Fable 5.2—
    Claude Opus 570.6%
    Source

    Not directly comparable

  • MCP Atlas

    Claude Fable 5.2—
    Claude Opus 585.8%
    Source

    Not directly comparable

  • MCP-Atlas claim coverage

    Claude Fable 5.2—
    Claude Opus 589.1%
    Source

    Not directly comparable

  • LAB all-pass (Anthropic harness)

    Claude Fable 5.2—
    Claude Opus 523.58%
    Source

    Not directly comparable

  • LAB criterion-pass (Anthropic harness)

    Claude Fable 5.2—
    Claude Opus 593.74%
    Source

    Not directly comparable

  • LAB all-pass (Harvey held-out)

    Claude Fable 5.2—
    Claude Opus 511.7%
    Source

    Not directly comparable

  • LAB criterion-pass (Harvey held-out)

    Claude Fable 5.2—
    Claude Opus 594.1%
    Source

    Not directly comparable

  • Toolathlon-Verified

    Claude Fable 5.2—
    Claude Opus 580.6%
    Source

    Not directly comparable

  • Toolathlon Verified Pass@3

    Claude Fable 5.2—
    Claude Opus 587.0%
    Source

    Not directly comparable

  • Toolathlon Verified Pass³

    Claude Fable 5.2—
    Claude Opus 573.1%
    Source

    Not directly comparable

  • Toolathlon Verified avg. turns

    Claude Fable 5.2—
    Claude Opus 523.5 turns
    Source

    Not directly comparable

  • Terminal-Bench 2.1 (Vals)

    Claude Fable 5.2—
    Claude Opus 584.6%
    Source

    Not directly comparable

  • ApprenticeBench

    Claude Fable 5.2—
    Claude Opus 536%
    Source

    Not directly comparable

  • MazeBench

    Claude Fable 5.2—
    Claude Opus 512%
    Source

    Not directly comparable

  • OSWorld 2.1

    Claude Fable 5.2—
    Claude Opus 574.0%
    Source

    Not directly comparable

Coding

  • SWE-bench Pro

    Claude Fable 5.293%
    Source
    Claude Opus 579.2%
    Source

    Claude Fable 5.2 leads this result

  • SWE Multilingual

    Claude Fable 5.296.6%
    Source
    Claude Opus 589.5%
    Source

    Claude Fable 5.2 leads this result

  • SWE Multimodal

    Claude Fable 5.274.1%
    Source
    Claude Opus 559.4%
    Source

    Claude Fable 5.2 leads this result

  • DeepSWE

    Claude Fable 5.274.3%
    Source
    Claude Opus 568.8%
    Source

    Claude Fable 5.2 leads this result

  • FrontierSWE v2

    Shared source
    Claude Fable 5.269.9%
    Claude Opus 552.0%

    Claude Fable 5.2 leads this result

  • ProgramBench

    Claude Fable 5.285.6%
    Source
    Claude Opus 593.0%
    Source

    Claude Opus 5 leads this result

  • FrontierCode 2.0

    Shared source
    Claude Fable 5.249.1%
    Claude Opus 526.7%

    Claude Fable 5.2 leads this result

  • CursorBench 4.0

    Shared source
    Claude Fable 5.260.0%
    Claude Opus 546.6%

    Claude Fable 5.2 leads this result

  • ScarfBench

    Claude Fable 5.2—
    Claude Opus 569.8%
    Source

    Not directly comparable

  • Bug Hunt Bench

    Claude Fable 5.2—
    Claude Opus 527.0 fixes
    Source

    Not directly comparable

  • SWE-bench Verified

    Claude Fable 5.2—
    Claude Opus 596%
    Source

    Not directly comparable

  • FrontierCode 1.1 Main

    Claude Fable 5.2—
    Claude Opus 553.4%
    Source

    Not directly comparable

  • FrontierCode 1.1 Extended

    Claude Fable 5.2—
    Claude Opus 563.6%
    Source

    Not directly comparable

  • ProgramBench (episode 1)

    Claude Fable 5.2—
    Claude Opus 583.0%
    Source

    Not directly comparable

  • CursorBench 3.2

    Claude Fable 5.2—
    Claude Opus 570.0%
    Source

    Not directly comparable

  • VulcanBench v3

    Claude Fable 5.2—
    Claude Opus 587.0%
    Source

    Not directly comparable

  • VulcanBench CII v1

    Claude Fable 5.2—
    Claude Opus 596.4%
    Source

    Not directly comparable

  • LiveCodeBench (Vals)

    Claude Fable 5.2—
    Claude Opus 589.0%
    Source

    Not directly comparable

  • SWE-bench (Vals)

    Claude Fable 5.2—
    Claude Opus 597.0%
    Source

    Not directly comparable

  • PostTrainBench v1.1

    Claude Fable 5.2—
    Claude Opus 535.0%
    Source

    Not directly comparable

Reasoning

  • ARC-AGI-3

    Claude Fable 5.265.7%
    Source
    Claude Opus 530.2%
    Source

    Claude Fable 5.2 leads this result

  • ARC-AGI-3 Provider Adapter

    Claude Fable 5.294.90%
    Source
    Claude Opus 5—

    Not directly comparable

  • STEM Professor Bench

    Claude Fable 5.261.8%
    Source
    Claude Opus 5—

    Not directly comparable

  • ARC-AGI-1

    Claude Fable 5.2—
    Claude Opus 597.50%
    Source

    Not directly comparable

  • ARC-AGI-2

    Claude Fable 5.2—
    Claude Opus 590.4%
    Source

    Not directly comparable

Multimodal

  • Chartography (no tools)

    Claude Fable 5.273.4%
    Source
    Claude Opus 529.6%
    Source

    Claude Fable 5.2 leads this result

  • Chartography (tools)

    Claude Fable 5.291.6%
    Source
    Claude Opus 583.0%
    Source

    Claude Fable 5.2 leads this result

  • OfficeQA

    Claude Fable 5.283.4%
    Source
    Claude Opus 578.1%
    Source

    Claude Fable 5.2 leads this result

  • OfficeQA Pro

    Claude Fable 5.272.9%
    Source
    Claude Opus 566.9%
    Source

    Claude Fable 5.2 leads this result

  • BenchCAD 2.1

    Claude Fable 5.275.4%
    Source
    Claude Opus 5—

    Not directly comparable

  • BenchCAD 2.1 (tools)

    Claude Fable 5.283.5%
    Source
    Claude Opus 5—

    Not directly comparable

  • BenchCAD Vision2Code (no tools)

    Claude Fable 5.2—
    Claude Opus 50.366
    Source

    Not directly comparable

  • BenchCAD Vision2Code (tools)

    Claude Fable 5.2—
    Claude Opus 50.821
    Source

    Not directly comparable

  • GDP.pdf (no tools)

    Claude Fable 5.2—
    Claude Opus 583.4%
    Source

    Not directly comparable

  • GDP.pdf (tools)

    Claude Fable 5.2—
    Claude Opus 585.5%
    Source

    Not directly comparable

Knowledge

  • HLE

    Claude Fable 5.274.2%
    Source
    Claude Opus 564.7%
    Source

    Claude Fable 5.2 leads this result

  • HLE w/o tools

    Claude Fable 5.273.2%
    Source
    Claude Opus 556.3%
    Source

    Claude Fable 5.2 leads this result

  • PhysicianBench

    Claude Fable 5.264.4%
    Source
    Claude Opus 5—

    Not directly comparable

  • HLE-Verified

    Claude Fable 5.2—
    Claude Opus 554.4%
    Source

    Not directly comparable

  • LABBench2

    Claude Fable 5.2—
    Claude Opus 584.2%
    Source

    Not directly comparable

  • HealthBench (raw)

    Claude Fable 5.2—
    Claude Opus 567.1%
    Source

    Not directly comparable

  • HealthBench (length-adjusted)

    Claude Fable 5.2—
    Claude Opus 557.8%
    Source

    Not directly comparable

  • HealthBench Professional

    Claude Fable 5.2—
    Claude Opus 559.8%
    Source

    Not directly comparable

  • HealthBench Professional (raw)

    Claude Fable 5.2—
    Claude Opus 573.4%
    Source

    Not directly comparable

  • BioMysteryBench (human-solvable)

    Claude Fable 5.2—
    Claude Opus 590.1%
    Source

    Not directly comparable

  • BioMysteryBench (human-difficult)

    Claude Fable 5.2—
    Claude Opus 549.4%
    Source

    Not directly comparable

  • SpatialBench Verified

    Claude Fable 5.2—
    Claude Opus 572.5%
    Source

    Not directly comparable

  • SingleCellBench

    Claude Fable 5.2—
    Claude Opus 560.6%
    Source

    Not directly comparable

  • ProteinGym Hard

    Claude Fable 5.2—
    Claude Opus 547.7%
    Source

    Not directly comparable

  • Protein Design

    Claude Fable 5.2—
    Claude Opus 542.5%
    Source

    Not directly comparable

  • Organic chemistry V2

    Claude Fable 5.2—
    Claude Opus 561.6%
    Source

    Not directly comparable

  • Protocols (troubleshooting)

    Claude Fable 5.2—
    Claude Opus 561.1%
    Source

    Not directly comparable

  • Protocols (understanding)

    Claude Fable 5.2—
    Claude Opus 578.4%
    Source

    Not directly comparable

  • GPQA Diamond (Vals)

    Claude Fable 5.2—
    Claude Opus 593.4%
    Source

    Not directly comparable

  • MMLU-Pro (Vals)

    Claude Fable 5.2—
    Claude Opus 591.6%
    Source

    Not directly comparable

Multilingual

  • GMMLU

    Claude Fable 5.296.0%
    Source
    Claude Opus 592.5%
    Source

    Claude Fable 5.2 leads this result

  • MILU

    Claude Fable 5.294.1%
    Source
    Claude Opus 592.1%
    Source

    Claude Fable 5.2 leads this result

  • INCLUDE

    Claude Fable 5.2—
    Claude Opus 589.8%
    Source

    Not directly comparable

Instruction following

  • Gray Swan IPI (15 attempts)

    Claude Fable 5.2—
    Claude Opus 54.6%
    Source

    Not directly comparable

Math

  • IMO 2026

    Claude Fable 5.2—
    Claude Opus 542/42
    Source

    Not directly comparable

  • RiemannBench (no tools)

    Claude Fable 5.2—
    Claude Opus 560.0%
    Source

    Not directly comparable

  • RiemannBench (tools)

    Claude Fable 5.2—
    Claude Opus 579.0%
    Source

    Not directly comparable

  • ArXivMath Jun. 2026 (no tools)

    Claude Fable 5.2—
    Claude Opus 590.8%
    Source

    Not directly comparable

  • ArXivMath Jun. 2026 (tools)

    Claude Fable 5.2—
    Claude Opus 591.3%
    Source

    Not directly comparable

  • FrontierMath v2 (Tiers 1-3)

    Claude Fable 5.2—
    Claude Opus 585.614%
    Source

    Not directly comparable

  • FrontierMath v2 (Tier 4)

    Claude Fable 5.2—
    Claude Opus 573.171%
    Source

    Not directly comparable

95 public results · 19 shared

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Last updated November 9, 2026