Model comparison

Llama 2-13B vs MiMo-V2.5

MiMo-V2.5 is the stronger model overall, scoring 43.0 to 29.1 on the Noometry Index.

Last verified . 17 shared benchmarks.

Llama 2-13B Meta

29.1

Rank #304 Confirmed

MiMo-V2.5 Xiaomi

43.0

Rank #89 Confirmed

Summary

  • They share 17 benchmarks with published results for both. Llama 2-13B scores higher in 0 categories and MiMo-V2.5 in 8 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where MiMo-V2.5 leads 61.8 to 30.0.

Side by side

Llama 2-13B and MiMo-V2.5 specifications
Llama 2-13BMiMo-V2.5
ProviderMetaXiaomi
Noometry Index29.143.0
Released2023-07-182026-04-22
WeightsOpenOpen
Context window—1.05M
Max output—131K
Input $ / M tokens—$0.14
Output $ / M tokens—$0.28
Results tracked3223

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Category by category

Coding MiMo-V2.5 leads

Llama 2-13B: 30.4 (#287), MiMo-V2.5: 43.6 (#75)

Coding benchmarks
BenchmarkLlama 2-13BMiMo-V2.5
LMArena Coding10621469
LMArena WebDev—1438
SciCode—43.1%
ALE-Bench—513.95

Reasoning MiMo-V2.5 leads

Llama 2-13B: 12.3 (#333), MiMo-V2.5: 27.8 (#98)

Reasoning benchmarks
BenchmarkLlama 2-13BMiMo-V2.5
LMArena Hard Prompts10511450
CritPt—3.7%
Chess Puzzles0%—
DTBench42.2%—
BIG-Bench Hard58.2%—
Epoch Capabilities Index105.8—
HellaSwag80.7%—
LAMBADA76.5%—
PIQA80.8%—
WinoGrande72.8%—

Math MiMo-V2.5 leads

Llama 2-13B: 28.7 (#226), MiMo-V2.5: 35.4 (#145)

Math benchmarks
BenchmarkLlama 2-13BMiMo-V2.5
LMArena Math10651436
ProofBench—16%
GSM8K36.9%—

Knowledge MiMo-V2.5 leads

Llama 2-13B: 27.5 (#244), MiMo-V2.5: 40.2 (#109)

Knowledge benchmarks
BenchmarkLlama 2-13BMiMo-V2.5
LMArena Expert10301459
ARC (AI2) Challenge60.3%—
BoolQ82.4%—
MMLU55.6%—
OpenBookQA57%—
TriviaQA79.6%—

Multimodal Not comparable

Llama 2-13B: —, MiMo-V2.5: 39.0 (#53)

Multimodal benchmarks
BenchmarkLlama 2-13BMiMo-V2.5
LMArena Vision—1245
ScienceQA55.8%—

Multilingual MiMo-V2.5 leads

Llama 2-13B: 26.7 (#274), MiMo-V2.5: 52.0 (#96)

Multilingual benchmarks
BenchmarkLlama 2-13BMiMo-V2.5
LMArena Non-English10241404
LMArena Chinese10011467
LMArena French10431447
LMArena German10091421
LMArena Japanese8941304
LMArena Korean9531363
LMArena Russian10551395
LMArena Spanish10861412

Instruction Following MiMo-V2.5 leads

Llama 2-13B: 53.5 (#282), MiMo-V2.5: 75.7 (#55)

Instruction Following benchmarks
BenchmarkLlama 2-13BMiMo-V2.5
LMArena Instruction Following10461433

Long Context MiMo-V2.5 leads

Llama 2-13B: 32.3 (#264), MiMo-V2.5: 44.1 (#69)

Long Context benchmarks
BenchmarkLlama 2-13BMiMo-V2.5
LMArena Longer Query10641444

Writing & Preference MiMo-V2.5 leads

Llama 2-13B: 30.0 (#284), MiMo-V2.5: 61.8 (#82)

Writing & Preference benchmarks
BenchmarkLlama 2-13BMiMo-V2.5
LMArena Text10851427
LMArena Creative Writing10471392
LMArena Multi-Turn10501445

Frequently asked questions

Is Llama 2-13B better than MiMo-V2.5?

MiMo-V2.5 is the stronger model overall, scoring 43.0 to 29.1 on the Noometry Index.

Is Llama 2-13B or MiMo-V2.5 better for coding?

MiMo-V2.5 scores higher on coding benchmarks: 43.6 versus 30.4 in the Noometry coding category.

How many benchmarks do Llama 2-13B and MiMo-V2.5 share?

17 benchmarks have published results for both models. Llama 2-13B has 32 scored results on Noometry and MiMo-V2.5 has 23.

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