Model comparison

Claude Opus 4 vs Codellama 34b Instruct

Claude Opus 4 is the stronger model overall, scoring 43.1 to 30.8 on the Noometry Index.

Last verified . 10 shared benchmarks.

Claude Opus 4 Anthropic

43.1

Rank #100 Confirmed

Codellama 34b Instruct Meta

30.8

Rank #287 Confirmed

Summary

  • They share 10 benchmarks with published results for both. Claude Opus 4 scores higher in 7 categories and Codellama 34b Instruct in 0 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Claude Opus 4 leads 61.2 to 28.2.
  • Codellama 34b Instruct has downloadable open weights; the other is API-only.

Side by side

Claude Opus 4 and Codellama 34b Instruct specifications
Claude Opus 4Codellama 34b Instruct
ProviderAnthropicMeta
Noometry Index43.130.8
Released2025-05-22—
WeightsProprietaryOpen
Context window200K—
Max output32K—
Input $ / M tokens$15—
Output $ / M tokens$75—
Results tracked5614

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Category by category

Coding Claude Opus 4 leads

Claude Opus 4: 47.2 (#62), Codellama 34b Instruct: 28.5 (#314)

Coding benchmarks
BenchmarkClaude Opus 4Codellama 34b Instruct
LMArena Coding14421046
SWE-bench Verified70.7%—
SWE-bench Verified (bash only)67.6%—
Aider Polyglot72%—
GSO6.9%—
WeirdML43.7%—
BigCodeBench Instruct—29%
BigCodeBench Complete—37.1%
AlgoTune1.33—
HumanEval+—43.9%
MBPP+—56.3%

Agentic & Tool Use Not comparable

Claude Opus 4: 34.8 (#42), Codellama 34b Instruct: —

Agentic & Tool Use benchmarks
BenchmarkClaude Opus 4Codellama 34b Instruct
Cybench38%—
DeepResearch Bench46.8%—
LMArena Search1127—
METR Time Horizons63.9%—

Reasoning Claude Opus 4 leads

Claude Opus 4: 27.3 (#121), Codellama 34b Instruct: 19.6 (#255)

Reasoning benchmarks
BenchmarkClaude Opus 4Codellama 34b Instruct
LMArena Hard Prompts13991032
ARC-AGI-28.6%—
SimpleBench58.8%—
Kagi LLM Benchmark74.3%—
ARC-AGI-135.7%—
CritPt0.3%—
EnigmaEval5.6%—
DTBench81.6%—
LMCA37.4%—
Epoch Capabilities Index142.67—
ForecastBench61.1—

Math Claude Opus 4 leads

Claude Opus 4: 42.0 (#86), Codellama 34b Instruct: 31.0 (#230)

Math benchmarks
BenchmarkClaude Opus 4Codellama 34b Instruct
LMArena Math13901056
OTIS Mock AIME 2024-202564.4%—
Omni-MATH61.6%—
MATH Level 585%—
FrontierMath (Feb 2025 set)4.5%—
FrontierMath Tier 4 (v1)4.2%—

Knowledge Not comparable

Claude Opus 4: 44.0 (#88), Codellama 34b Instruct: —

Knowledge benchmarks
BenchmarkClaude Opus 4Codellama 34b Instruct
GPQA Diamond76.3%—
Humanity's Last Exam10.7%—
MMLU-Pro87.5%—
Confabulations15.9%—
Vectara Hallucination Rate12%—
GPQA (HELM)70.8%—
LMArena Expert1386—

Multimodal Not comparable

Claude Opus 4: 31.5 (#106), Codellama 34b Instruct: —

Multimodal benchmarks
BenchmarkClaude Opus 4Codellama 34b Instruct
LMArena Vision1192—
GeoBench49%—
VPCT38%—

Multilingual Claude Opus 4 leads

Claude Opus 4: 48.8 (#138), Codellama 34b Instruct: 25.8 (#284)

Multilingual benchmarks
BenchmarkClaude Opus 4Codellama 34b Instruct
LMArena Non-English13621011
LMArena Chinese1386976
LMArena French1372—
LMArena German1391—
LMArena Japanese1331—
LMArena Korean1321—
LMArena Russian1392—
LMArena Spanish1389—

Instruction Following Claude Opus 4 leads

Claude Opus 4: 77.1 (#28), Codellama 34b Instruct: 52.2 (#291)

Instruction Following benchmarks
BenchmarkClaude Opus 4Codellama 34b Instruct
LMArena Instruction Following14061028
IFEval91.8%—

Long Context Claude Opus 4 leads

Claude Opus 4: 39.6 (#172), Codellama 34b Instruct: 30.9 (#284)

Long Context benchmarks
BenchmarkClaude Opus 4Codellama 34b Instruct
LMArena Longer Query14221013
Fiction.LiveBench61.1%—

Writing & Preference Claude Opus 4 leads

Claude Opus 4: 61.2 (#89), Codellama 34b Instruct: 28.2 (#297)

Writing & Preference benchmarks
BenchmarkClaude Opus 4Codellama 34b Instruct
LMArena Text13771066
LMArena Creative Writing13871032
LMArena Multi-Turn13961015
Short-Story Creative Writing83.6%—
EQ-Bench Creative Writing1580—
WildBench85.2%—

Frequently asked questions

Is Claude Opus 4 better than Codellama 34b Instruct?

Claude Opus 4 is the stronger model overall, scoring 43.1 to 30.8 on the Noometry Index.

Is Claude Opus 4 or Codellama 34b Instruct better for coding?

Claude Opus 4 scores higher on coding benchmarks: 47.2 versus 28.5 in the Noometry coding category.

How many benchmarks do Claude Opus 4 and Codellama 34b Instruct share?

10 benchmarks have published results for both models. Claude Opus 4 has 56 scored results on Noometry and Codellama 34b Instruct has 14.

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