Model comparison

Claude Fable 5.1 vs Codellama 34b Instruct

Claude Fable 5.1 is the stronger model overall, scoring 69.0 to 30.8 on the Noometry Index.

Last verified . 10 shared benchmarks.

Claude Fable 5.1 Anthropic

69.0

Rank #2 Confirmed

Codellama 34b Instruct Meta

30.8

Rank #287 Confirmed

Summary

  • They share 10 benchmarks with published results for both. Claude Fable 5.1 scores higher in 7 categories and Codellama 34b Instruct in 0 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in math, where Claude Fable 5.1 leads 89.6 to 31.0.
  • Codellama 34b Instruct has downloadable open weights; the other is API-only.

Side by side

Claude Fable 5.1 and Codellama 34b Instruct specifications
Claude Fable 5.1Codellama 34b Instruct
ProviderAnthropicMeta
Noometry Index69.030.8
Released2026-09-01—
WeightsProprietaryOpen
Context window1M—
Max output128K—
Input $ / M tokens$10—
Output $ / M tokens$50—
Results tracked5214

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Category by category

Coding Claude Fable 5.1 leads

Claude Fable 5.1: 74.7 (#1), Codellama 34b Instruct: 28.5 (#314)

Coding benchmarks
BenchmarkClaude Fable 5.1Codellama 34b Instruct
LMArena Coding15281046
FrontierCode50.9%—
CursorBench51.8%—
LMArena WebDev1744—
FrontierSWE56.3%—
SciCode63.1%—
GSO88.2%—
WeirdML92.9%—
BigCodeBench Instruct—29%
MirrorCode73.3%—
BigCodeBench Complete—37.1%
ALE-Bench2,143—
HumanEval+—43.9%
MBPP+—56.3%

Agentic & Tool Use Not comparable

Claude Fable 5.1: 50.7 (#5), Codellama 34b Instruct: —

Agentic & Tool Use benchmarks
BenchmarkClaude Fable 5.1Codellama 34b Instruct
APEX-Agents68.6%—
Remote Labor Index17.9%—
GDP.pdf29.6%—
Vending-Bench 25,422—

Reasoning Claude Fable 5.1 leads

Claude Fable 5.1: 76.7 (#7), Codellama 34b Instruct: 19.6 (#255)

Reasoning benchmarks
BenchmarkClaude Fable 5.1Codellama 34b Instruct
LMArena Hard Prompts15261032
ARC-AGI-290%—
NYT Connections (extended)90%—
ARC-AGI-197.5%—
CritPt31.1%—
Chess Puzzles47%—
EBR-Bench57.1%—
Mystery Game Puzzles58%—
DTBench97.6%—
LMCA65.5%—
Epoch Capabilities Index164.7—

Math Claude Fable 5.1 leads

Claude Fable 5.1: 89.6 (#4), Codellama 34b Instruct: 31.0 (#230)

Math benchmarks
BenchmarkClaude Fable 5.1Codellama 34b Instruct
LMArena Math15251056
FrontierMath (Tiers 1-3)90.2%—
FrontierMath Tier 487.8%—
OTIS Mock AIME 2024-2025100%—
ProofBench100%—
FrontierMath Erdős0%—

Knowledge Not comparable

Claude Fable 5.1: 69.6 (#6), Codellama 34b Instruct: —

Knowledge benchmarks
BenchmarkClaude Fable 5.1Codellama 34b Instruct
Humanity's Last Exam46.5%—
SimpleQA Verified70.8%—
LMArena Expert1535—

Multimodal Not comparable

Claude Fable 5.1: 53.9 (#4), Codellama 34b Instruct: —

Multimodal benchmarks
BenchmarkClaude Fable 5.1Codellama 34b Instruct
LMArena Vision1318—
Blueprint-Bench 241.9%—
Furniture Assembly70%—
LMArena Document1513—

Multilingual Claude Fable 5.1 leads

Claude Fable 5.1: 59.1 (#3), Codellama 34b Instruct: 25.8 (#284)

Multilingual benchmarks
BenchmarkClaude Fable 5.1Codellama 34b Instruct
LMArena Non-English15071011
LMArena Chinese1586976
LMArena French1525—
LMArena German1500—
LMArena Japanese1543—
LMArena Korean1534—
LMArena Russian1521—
LMArena Spanish1516—

Instruction Following Claude Fable 5.1 leads

Claude Fable 5.1: 79.2 (#6), Codellama 34b Instruct: 52.2 (#291)

Instruction Following benchmarks
BenchmarkClaude Fable 5.1Codellama 34b Instruct
LMArena Instruction Following15171028

Long Context Claude Fable 5.1 leads

Claude Fable 5.1: 46.7 (#20), Codellama 34b Instruct: 30.9 (#284)

Long Context benchmarks
BenchmarkClaude Fable 5.1Codellama 34b Instruct
LMArena Longer Query15221013

Writing & Preference Claude Fable 5.1 leads

Claude Fable 5.1: 79.2 (#2), Codellama 34b Instruct: 28.2 (#297)

Writing & Preference benchmarks
BenchmarkClaude Fable 5.1Codellama 34b Instruct
LMArena Text15101066
LMArena Creative Writing15071032
LMArena Multi-Turn14921015
EQ-Bench Creative Writing2162—

Frequently asked questions

Is Claude Fable 5.1 better than Codellama 34b Instruct?

Claude Fable 5.1 is the stronger model overall, scoring 69.0 to 30.8 on the Noometry Index.

Is Claude Fable 5.1 or Codellama 34b Instruct better for coding?

Claude Fable 5.1 scores higher on coding benchmarks: 74.7 versus 28.5 in the Noometry coding category.

How many benchmarks do Claude Fable 5.1 and Codellama 34b Instruct share?

10 benchmarks have published results for both models. Claude Fable 5.1 has 52 scored results on Noometry and Codellama 34b Instruct has 14.

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