Model comparison

Llama 2-13B vs Qwen3 235B-A22B

Qwen3 235B-A22B is the stronger model overall, scoring 43.5 to 29.6 on the Noometry Index.

Last verified . 20 shared benchmarks.

Llama 2-13B Meta

29.6

Rank #309 Confirmed

Qwen3 235B-A22B Alibaba (Qwen)

43.5

Rank #91 Confirmed

Summary

  • They share 20 benchmarks with published results for both. Llama 2-13B scores higher in 0 categories and Qwen3 235B-A22B in 8 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Qwen3 235B-A22B leads 59.6 to 29.8.
  • The biggest single-benchmark swing is DTBench: 42.2% for Llama 2-13B and 80.3% for Qwen3 235B-A22B.

Side by side

Llama 2-13B and Qwen3 235B-A22B specifications
Llama 2-13BQwen3 235B-A22B
ProviderMetaAlibaba (Qwen)
Noometry Index29.643.5
Released2023-07-182025-04
WeightsOpenOpen
Context window—131K
Max output—16K
Input $ / M tokens—$0.70
Output $ / M tokens—$2.80
Results tracked3249

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Category by category

Coding Qwen3 235B-A22B leads

Llama 2-13B: 30.9 (#291), Qwen3 235B-A22B: 44.3 (#75)

Coding benchmarks
BenchmarkLlama 2-13BQwen3 235B-A22B
LMArena Coding10621445
Aider Polyglot—59.6%
SciCode—42.4%
WeirdML—41%

Agentic & Tool Use Not comparable

Llama 2-13B: —, Qwen3 235B-A22B: 33.9 (#51)

Agentic & Tool Use benchmarks
BenchmarkLlama 2-13BQwen3 235B-A22B
Berkeley Function Calling Leaderboard—52.1%
Vending-Bench 2—-11.34

Reasoning Qwen3 235B-A22B leads

Llama 2-13B: 12.8 (#337), Qwen3 235B-A22B: 15.7 (#311)

Reasoning benchmarks
BenchmarkLlama 2-13BQwen3 235B-A22B
Chess Puzzles0%12%
LMArena Hard Prompts10511433
DTBench42.2%80.3%
Epoch Capabilities Index106.17143.85
ARC-AGI-2—1.3%
SimpleBench—31%
Kagi LLM Benchmark—69.4%
ARC-AGI-1—11%
CritPt—0%
Mystery Game Puzzles—9%
LMCA—29.3%
BIG-Bench Hard58.2%—
ForecastBench—59.7
HellaSwag80.7%—
LAMBADA76.5%—
PIQA80.8%—
WinoGrande72.8%—

Math Qwen3 235B-A22B leads

Llama 2-13B: 31.1 (#229), Qwen3 235B-A22B: 50.4 (#57)

Math benchmarks
BenchmarkLlama 2-13BQwen3 235B-A22B
LMArena Math10651432
OTIS Mock AIME 2024-2025—86.7%
Omni-MATH—71.8%
MATH Level 5—68.9%
FrontierMath (Feb 2025 set)—8.5%
FrontierMath Tier 4 (v1)—0%
GSM8K36.9%—

Knowledge Qwen3 235B-A22B leads

Llama 2-13B: 28.1 (#249), Qwen3 235B-A22B: 49.6 (#73)

Knowledge benchmarks
BenchmarkLlama 2-13BQwen3 235B-A22B
LMArena Expert10301463
GPQA Diamond—80.1%
SimpleQA Verified—40.4%
MMLU-Pro—84.4%
Confabulations—15.6%
Vectara Hallucination Rate—9.3%
GPQA (HELM)—72.7%
ARC (AI2) Challenge60.3%—
BoolQ82.4%—
MMLU55.6%—
OpenBookQA57%—
TriviaQA79.6%—

Multimodal Not comparable

Llama 2-13B: —, Qwen3 235B-A22B: —

Multimodal benchmarks
BenchmarkLlama 2-13BQwen3 235B-A22B
ScienceQA55.8%—

Multilingual Qwen3 235B-A22B leads

Llama 2-13B: 26.5 (#279), Qwen3 235B-A22B: 52.3 (#89)

Multilingual benchmarks
BenchmarkLlama 2-13BQwen3 235B-A22B
LMArena Non-English10241409
LMArena Chinese10011481
LMArena French10441445
LMArena German10091433
LMArena Japanese8941399
LMArena Korean9531391
LMArena Russian10551411
LMArena Spanish10871430

Instruction Following Qwen3 235B-A22B leads

Llama 2-13B: 53.3 (#287), Qwen3 235B-A22B: 72.6 (#136)

Instruction Following benchmarks
BenchmarkLlama 2-13BQwen3 235B-A22B
LMArena Instruction Following10451408
IFEval—83.5%

Long Context Qwen3 235B-A22B leads

Llama 2-13B: 32.3 (#269), Qwen3 235B-A22B: 46.1 (#26)

Long Context benchmarks
BenchmarkLlama 2-13BQwen3 235B-A22B
LMArena Longer Query10641426
Fiction.LiveBench—75%

Writing & Preference Qwen3 235B-A22B leads

Llama 2-13B: 29.8 (#289), Qwen3 235B-A22B: 59.6 (#108)

Writing & Preference benchmarks
BenchmarkLlama 2-13BQwen3 235B-A22B
LMArena Text10841419
LMArena Creative Writing10471384
LMArena Multi-Turn10501432
Short-Story Creative Writing—83%
EQ-Bench Creative Writing—1366
WildBench—86.6%

Frequently asked questions

Is Llama 2-13B better than Qwen3 235B-A22B?

Qwen3 235B-A22B is the stronger model overall, scoring 43.5 to 29.6 on the Noometry Index.

Is Llama 2-13B or Qwen3 235B-A22B better for coding?

Qwen3 235B-A22B scores higher on coding benchmarks: 44.3 versus 30.9 in the Noometry coding category.

How many benchmarks do Llama 2-13B and Qwen3 235B-A22B share?

20 benchmarks have published results for both models. Llama 2-13B has 32 scored results on Noometry and Qwen3 235B-A22B has 49.

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