Model comparison

Claude Fable 5 vs Laguna M.1

Claude Fable 5 is the stronger model overall, scoring 66.3 to 31.9 on the Noometry Index.

Last verified . 3 shared benchmarks.

Claude Fable 5 Anthropic

66.3

Rank #5 Confirmed

Laguna M.1 Poolside

31.9

Rank #252 Reported

Summary

  • They share 3 benchmarks with published results for both. Claude Fable 5 scores higher in 3 categories and Laguna M.1 in 0 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in math, where Claude Fable 5 leads 88.4 to 20.3.
  • The biggest single-benchmark swing is ProofBench: 95% for Claude Fable 5 and 0% for Laguna M.1.
  • Claude Fable 5 accepts more context: 1M tokens versus 262K.
  • Laguna M.1 has downloadable open weights; the other is API-only.

Side by side

Claude Fable 5 and Laguna M.1 specifications
Claude Fable 5Laguna M.1
ProviderAnthropicPoolside
Noometry Index66.331.9
Released2026-06-072026-04-28
WeightsProprietaryOpen
Context window1M262K
Max output128K33K
Input $ / M tokens$10—
Output $ / M tokens$50—
Results tracked613

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Category by category

Coding Claude Fable 5 leads

Claude Fable 5: 67.0 (#4), Laguna M.1: 36.4 (#195)

Coding benchmarks
BenchmarkClaude Fable 5Laguna M.1
LMArena WebDev16261348
DeepSWE69.9%—
FrontierCode53.5%—
FrontierSWE47%—
SciCode61%—
WeirdML91.9%—
LMArena Coding1519—
MirrorCode63.9%—
ALE-Bench2,041—

Agentic & Tool Use Not comparable

Claude Fable 5: 54.1 (#2), Laguna M.1: —

Agentic & Tool Use benchmarks
BenchmarkClaude Fable 5Laguna M.1
APEX-Agents63.6%—
Remote Labor Index16.1%—
τ²-bench Banking39.7%—
PostTrainBench41.8%—
GBAEval74.5%—
GDP.pdf30%—
LMArena Search1230—
Vending-Bench 25,680—

Reasoning Claude Fable 5 leads

Claude Fable 5: 76.8 (#4), Laguna M.1: 21.9 (#187)

Reasoning benchmarks
BenchmarkClaude Fable 5Laguna M.1
Surface Evolver Bench95%15.6%
ARC-AGI-289.2%—
SimpleBench81.9%—
Kagi LLM Benchmark91.4%—
NYT Connections (extended)92.7%—
ARC-AGI-198.5%—
CritPt28.6%—
Chess Puzzles41%—
EnigmaEval39.3%—
EBR-Bench39.5%—
LMArena Hard Prompts1508—
Mystery Game Puzzles52%—
DTBench98.4%—
LMCA61.1%—
Bench to the Future 30.13—
Epoch Capabilities Index163.6—

Math Claude Fable 5 leads

Claude Fable 5: 88.4 (#5), Laguna M.1: 20.3 (#276)

Math benchmarks
BenchmarkClaude Fable 5Laguna M.1
ProofBench95%0%
FrontierMath (Tiers 1-3)87%—
FrontierMath Tier 490.2%—
OTIS Mock AIME 2024-2025100%—
LMArena Math1519—
FrontierMath Erdős0%—

Knowledge Not comparable

Claude Fable 5: 62.3 (#22), Laguna M.1: —

Knowledge benchmarks
BenchmarkClaude Fable 5Laguna M.1
GPQA Diamond85.9%—
SimpleQA Verified70.7%—
LMArena Expert1534—

Multimodal Not comparable

Claude Fable 5: 45.6 (#14), Laguna M.1: —

Multimodal benchmarks
BenchmarkClaude Fable 5Laguna M.1
LMArena Vision1326—
Blueprint-Bench 238.6%—
Furniture Assembly35.8%—
LMArena Document1496—

Multilingual Not comparable

Claude Fable 5: 57.6 (#8), Laguna M.1: —

Multilingual benchmarks
BenchmarkClaude Fable 5Laguna M.1
LMArena Non-English1483—
LMArena Chinese1546—
LMArena French1509—
LMArena German1486—
LMArena Japanese1507—
LMArena Korean1493—
LMArena Russian1507—
LMArena Spanish1503—

Instruction Following Not comparable

Claude Fable 5: 78.8 (#7), Laguna M.1: —

Instruction Following benchmarks
BenchmarkClaude Fable 5Laguna M.1
LMArena Instruction Following1503—

Long Context Not comparable

Claude Fable 5: 46.3 (#22), Laguna M.1: —

Long Context benchmarks
BenchmarkClaude Fable 5Laguna M.1
LMArena Longer Query1510—

Writing & Preference Not comparable

Claude Fable 5: 76.1 (#5), Laguna M.1: —

Writing & Preference benchmarks
BenchmarkClaude Fable 5Laguna M.1
LMArena Text1491—
LMArena Creative Writing1494—
EQ-Bench Creative Writing1943—
EQ-Bench 41340—
LMArena Multi-Turn1505—

Frequently asked questions

Is Claude Fable 5 better than Laguna M.1?

Claude Fable 5 is the stronger model overall, scoring 66.3 to 31.9 on the Noometry Index.

Is Claude Fable 5 or Laguna M.1 better for coding?

Claude Fable 5 scores higher on coding benchmarks: 67.0 versus 36.4 in the Noometry coding category.

Which has the bigger context window?

Claude Fable 5 does, with 1M tokens against 262K.

How many benchmarks do Claude Fable 5 and Laguna M.1 share?

3 benchmarks have published results for both models. Claude Fable 5 has 61 scored results on Noometry and Laguna M.1 has 3.

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