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Claude Fable 5.2 vs Inkling 2 Small

Claude Fable 5.2 leads Inkling 2 Small on coding, 87.8 to 48.9 on the Vibe Coding Index, and Inkling 2 Small costs 40.0x less per output token ($1.00 vs $40.00 per million). Updated November 14, 2026; 29 benchmarks have a result for both.

Claude Fable 5.2Anthropic
Coding
87.8
Overall
91.7
Output $/M
$40.00
25
T Inkling 2 SmallThinking Machines
Coding
48.9
Overall
56.9
Output $/M
$1.00
3
vs boards won of 29 shared, 1 tied

Claude Fable 5.2 or Inkling 2 Small: which to pick

Pick Claude Fable 5.2 for coding: it scores 87.8 on the Vibe Coding Index against 48.9 for Inkling 2 Small.

Pick Inkling 2 Small for output tokens 40.0x cheaper ($1.00 vs $40.00 per million) and a larger context window (1.05M against 1M tokens).

Shared results
29
Claude Fable 5.2 only
39
Inkling 2 Small only
22
Like-for-like categories
7 of 9

Only benchmarks that tested both models count toward a pick; a result only one model has is shown but not compared.

Which one for your work

Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.

At a glance

Coding index
Claude Fable 5.2 87.8 from 4 benchmarks, Inkling 2 Small 48.9 from 3 benchmarks.
Widest category
Math, 40.3 points apart on average over 1 shared benchmark.
Widest single gap
Terminal-Bench 4 (Vals AI): Claude Fable 5.2 65.2% against Inkling 2 Small 12.6%, 70.0 points apart on a 0 to 100 scale.
Output price
Claude Fable 5.2 $40.00 against Inkling 2 Small $1.00 per million output tokens, 40.0x apart.
Context window
Claude Fable 5.2 takes 1M tokens, Inkling 2 Small 1.05M.

Benchmark by benchmark

First the score: boards each model leads, per category, where both have a result. Then every board, a category to a fold; bars are each result on a 0 to 100 scale, so compare the two in a row, not one row with another.

Boards won, where both have a result
CategoryClaude Fable 5.2BarsInkling 2 SmallTies
Coding100
Intelligence10
Agentic work43
Reasoning60
Math10
Knowledge10
General201 tie
All shared boards2531 tie
CodingLike-for-likeSix of these boards feed the Vibe Coding Index100
Coding benchmarks for Claude Fable 5.2 and Inkling 2 Small
BenchmarkClaude Fable 5.2Inkling 2 SmallLeader
LiveBench coding79.2%Not measuredOnly Claude Fable 5.2 measured
LMArena WebDev18381647Claude Fable 5.2
Terminal-Bench 4 (Vals AI)65.2%12.6%Claude Fable 5.2
Vibe Code Bench (Vals AI)93.8%81.5%Claude Fable 5.2
ProgramBench (Vals AI)19.0%0.5%Claude Fable 5.2
SWE-bench Multimodal (Vals AI)62.3%43.1%Claude Fable 5.2
CyberBench (Vals AI)Not measured72.7%Only Inkling 2 Small measured
SciCode67.7%52.3%Claude Fable 5.2
Terminal-Bench 4.0 (Artificial Analysis run)61.6%13.1%Claude Fable 5.2
FrontierCode 2.049.1%25.4%Claude Fable 5.2
FrontierSWE69.9%Not measuredOnly Claude Fable 5.2 measured
ALE-Bench2509.8Not measuredOnly Claude Fable 5.2 measured
LMArena Text: codingNot measured1455Only Inkling 2 Small measured
LMArena Text: software and ITNot measured1443Only Inkling 2 Small measured
LMArena WebDev: React19151660Claude Fable 5.2
LMArena WebDev: HTML17381661Claude Fable 5.2
SWE-Bench Pro V2Not measured97.7%Only Inkling 2 Small measured
GameBench 299.1Not measuredOnly Claude Fable 5.2 measured
CursorBench 4.060.0%Not measuredOnly Claude Fable 5.2 measured
Neither model has a result on the other 33 boards here
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index10
Intelligence benchmarks for Claude Fable 5.2 and Inkling 2 Small
BenchmarkClaude Fable 5.2Inkling 2 SmallLeader
AA Intelligence Index64.630.6Claude Fable 5.2
Epoch Capabilities Index173.4Not measuredOnly Claude Fable 5.2 measured
Agentic workLike-for-likePublic boards, shown as published, kept out of the index43
Agentic work benchmarks for Claude Fable 5.2 and Inkling 2 Small
BenchmarkClaude Fable 5.2Inkling 2 SmallLeader
Design Arena: agents building full-stack apps1402Not measuredOnly Claude Fable 5.2 measured
Design Arena: agents building mobile apps1325Not measuredOnly Claude Fable 5.2 measured
Design Arena: spreadsheets1434Not measuredOnly Claude Fable 5.2 measured
LiveBench research94.5%Not measuredOnly Claude Fable 5.2 measured
LiveBench browser86.9%Not measuredOnly Claude Fable 5.2 measured
LiveBench long agentic82.9%Not measuredOnly Claude Fable 5.2 measured
SREBench (Vals AI)Not measured1.9%Only Inkling 2 Small measured
Tax Agent Bench (Vals AI)32.1%38.9%Inkling 2 Small
Legal Research Bench (Vals AI)46.1%46.6%Inkling 2 Small
Harvey's Legal Agent Benchmark (Vals AI)5.0%21.7%Inkling 2 Small
BioMysteryBench (Vals AI)83.7%70.0%Claude Fable 5.2
Terminal-Bench-Science (Vals AI)55.7%2.9%Claude Fable 5.2
Vals Science Index63.7%32.7%Claude Fable 5.2
APEX-Agents80.1%46.8%Claude Fable 5.2
Remote Labor Index41.3%Not measuredOnly Claude Fable 5.2 measured
SpireClimb15.5%Not measuredOnly Claude Fable 5.2 measured
MCP AtlasNot measured85.4%Only Inkling 2 Small measured
Neither model has a result on the other 27 boards here
ReasoningLike-for-likePublic boards, shown as published, kept out of the index60
Reasoning benchmarks for Claude Fable 5.2 and Inkling 2 Small
BenchmarkClaude Fable 5.2Inkling 2 SmallLeader
LiveBench reasoning88.8%Not measuredOnly Claude Fable 5.2 measured
MysteryMechanism (Vals AI)51.8%25.2%Claude Fable 5.2
Humanity's Last Exam (Artificial Analysis run)74.3%44.1%Claude Fable 5.2
HLE-Diamond (Artificial Analysis run)80.2%28.7%Claude Fable 5.2
CritPt v2, hard subset (Artificial Analysis run)76.5%35.0%Claude Fable 5.2
GPQA Diamond (Epoch AI run)93.9%Not measuredOnly Claude Fable 5.2 measured
ARC-AGI98.5%96.5%Claude Fable 5.2
ARC-AGI-293.8%81.7%Claude Fable 5.2
SimpleBench94.9%Not measuredOnly Claude Fable 5.2 measured
Chess puzzles79.0%Not measuredOnly Claude Fable 5.2 measured
Mystery game puzzles90.0%Not measuredOnly Claude Fable 5.2 measured
EBR-bench90.5%Not measuredOnly Claude Fable 5.2 measured
LMArena Text: hard promptsNot measured1421Only Inkling 2 Small measured
LMArena Text: expertNot measured1478Only Inkling 2 Small measured
LMArena Text: hard prompts in EnglishNot measured1424Only Inkling 2 Small measured
Humanity's Last Exam (Scale run)72.4%Not measuredOnly Claude Fable 5.2 measured
GoBench2566Not measuredOnly Claude Fable 5.2 measured
Neither model has a result on the other 9 boards here
MathLike-for-likePublic boards, shown as published, kept out of the index10
Math benchmarks for Claude Fable 5.2 and Inkling 2 Small
BenchmarkClaude Fable 5.2Inkling 2 SmallLeader
OTIS Mock AIME99.7%Not measuredOnly Claude Fable 5.2 measured
FrontierMath, tiers 1 to 395.1%Not measuredOnly Claude Fable 5.2 measured
FrontierMath, tier 4100.0%Not measuredOnly Claude Fable 5.2 measured
ProofBench100.0%Not measuredOnly Claude Fable 5.2 measured
MathArena82.8%42.4%Claude Fable 5.2
Neither model has a result on the other 9 boards here
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index10
Knowledge benchmarks for Claude Fable 5.2 and Inkling 2 Small
BenchmarkClaude Fable 5.2Inkling 2 SmallLeader
AA-Omniscience66.816.1Claude Fable 5.2
SimpleQA Verified94.0%Not measuredOnly Claude Fable 5.2 measured
LMArena Text: scienceNot measured1409Only Inkling 2 Small measured
LMArena Text: business and financeNot measured1415Only Inkling 2 Small measured
PRBench Finance47.1%Not measuredOnly Claude Fable 5.2 measured
PRBench Legal49.0%Not measuredOnly Claude Fable 5.2 measured
Neither model has a result on the other 15 boards here
Web designDirectional onlyPublic boards, shown as published, kept out of the index6 boards, none shared
Web design benchmarks for Claude Fable 5.2 and Inkling 2 Small
BenchmarkClaude Fable 5.2Inkling 2 SmallLeader
Design Arena: websites1351Not measuredOnly Claude Fable 5.2 measured
Design Arena: UI components1371Not measuredOnly Claude Fable 5.2 measured
Design Arena: game dev1396Not measuredOnly Claude Fable 5.2 measured
Design Arena: 3D1517Not measuredOnly Claude Fable 5.2 measured
Design Arena: all code categories1373Not measuredOnly Claude Fable 5.2 measured
LiveBench design85.1%Not measuredOnly Claude Fable 5.2 measured
Neither model has a result on the other 3 boards here
GeneralLike-for-likePublic boards, shown as published, kept out of the index20
General benchmarks for Claude Fable 5.2 and Inkling 2 Small
BenchmarkClaude Fable 5.2Inkling 2 SmallLeader
Vals Index71.3%56.1%Claude Fable 5.2
LiveBench data analysis81.5%Not measuredOnly Claude Fable 5.2 measured
SAGE (Vals AI)Not measured88.6%Only Inkling 2 Small measured
Long context reasoning (AA-LCR)83.3%83.3%Tie
GDPval-AA18311630Claude Fable 5.2
DTBench99.2%Not measuredOnly Claude Fable 5.2 measured
LMCA70.6%Not measuredOnly Claude Fable 5.2 measured
Furniture assembly90.0%Not measuredOnly Claude Fable 5.2 measured
LMArena TextNot measured1403Only Inkling 2 Small measured
LMArena Text: instruction followingNot measured1408Only Inkling 2 Small measured
LMArena Text: creative writingNot measured1348Only Inkling 2 Small measured
LMArena Text: EnglishNot measured1418Only Inkling 2 Small measured
LMArena Text: non-EnglishNot measured1390Only Inkling 2 Small measured
LMArena Text: RussianNot measured1377Only Inkling 2 Small measured
LMArena Text: multi-turnNot measured1408Only Inkling 2 Small measured
LMArena Text: longer queriesNot measured1403Only Inkling 2 Small measured
LMArena Text: writing and languageNot measured1381Only Inkling 2 Small measured
LMArena Text: entertainment and mediaNot measured1359Only Inkling 2 Small measured
Neither model has a result on the other 31 boards here
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
Image generation benchmarks for Claude Fable 5.2 and Inkling 2 Small
BenchmarkClaude Fable 5.2Inkling 2 SmallLeader
Neither model has a result on 5 boards here

What each workload costs

Three fixed token mixes at each model's listed price, so per-token rates become a bill.

Chat turn

1K input + 500 output tokens

Claude Fable 5.2$0.028Fits in one request
Inkling 2 Small$0.0008Fits in one request

Inkling 2 Small costs less

Repository review

50K input + 3K output tokens

Claude Fable 5.2$0.520Fits in one request
Inkling 2 Small$0.018Fits in one request

Inkling 2 Small costs less

Agent loop

200K input + 10K output tokens

Claude Fable 5.2$2.00Fits in one request
Inkling 2 Small$0.070Fits in one request

Inkling 2 Small costs less

Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.

Specification differences

The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.

Specifications of Claude Fable 5.2 and Inkling 2 Small
SpecificationAnthropic Claude Fable 5.2Thinking Machines Inkling 2 Small
MakerAnthropicThinking Machines
WeightsNo public weights listedOpen weights
ReleasedNovember 9, 2026November 9, 2026
Context window1M1.05M
Input $/Mtok$8.00$0.30
Output $/Mtok$40.00$1.00
Coding index87.848.9
Independent measurements behind it43
Cost per solved taskNot computableNot computable
SourceOpenRouter listingOpenRouter listing

Questions

Is Claude Fable 5.2 better than Inkling 2 Small for coding?

Pick Claude Fable 5.2 for coding: it scores 87.8 on the Vibe Coding Index against 48.9 for Inkling 2 Small. Pick Inkling 2 Small for output tokens 40.0x cheaper ($1.00 vs $40.00 per million) and a larger context window (1.05M against 1M tokens).

Which is cheaper, Claude Fable 5.2 or Inkling 2 Small?

Claude Fable 5.2 costs $8.00 per million input tokens and $40.00 per million output tokens; Inkling 2 Small costs $0.30 and $1.00. Cost per solved task is known for neither of them.

Which has the bigger context window, Claude Fable 5.2 or Inkling 2 Small?

Inkling 2 Small, with 1.05M tokens against 1M.

How many benchmarks is the Claude Fable 5.2 vs Inkling 2 Small comparison based on?

29 benchmarks have a result for both models as of November 14, 2026. Claude Fable 5.2's coding index rests on 4 independent benchmarks and Inkling 2 Small's on 3. Where only one model has a result, the page says so instead of naming a winner.

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<p style="font:13px/1.4 sans-serif;margin:6px 0 0">Source: <a href="https://llmbenchmark.ai/compare/claude-fable-5-2-vs-thinkingmachines-inkling-2-small">LLMBenchmark.ai, Claude Fable 5.2 vs Inkling 2 Small</a></p>