Model comparison

Llama 2-7B vs MiMo-V2.6-Flash

MiMo-V2.6-Flash is the stronger model overall, scoring 48.5 to 29.1 on the Noometry Index.

Last verified . 14 shared benchmarks.

Llama 2-7B Meta

29.1

Rank #317 Confirmed

MiMo-V2.6-Flash Xiaomi

48.5

Rank #55 Confirmed

Summary

  • They share 14 benchmarks with published results for both. Llama 2-7B scores higher in 0 categories and MiMo-V2.6-Flash in 8 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where MiMo-V2.6-Flash leads 63.1 to 28.0.

Side by side

Llama 2-7B and MiMo-V2.6-Flash specifications
Llama 2-7BMiMo-V2.6-Flash
ProviderMetaXiaomi
Noometry Index29.148.5
Released2023-07-182026-09-21
WeightsOpenOpen
Context window—1.05M
Max output—131K
Input $ / M tokens—$0.14
Output $ / M tokens—$0.28
Results tracked2919

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Category by category

Coding MiMo-V2.6-Flash leads

Llama 2-7B: 29.2 (#307), MiMo-V2.6-Flash: 53.4 (#30)

Coding benchmarks
BenchmarkLlama 2-7BMiMo-V2.6-Flash
LMArena Coding10021504
LMArena WebDev—1637
SciCode—51.3%

Reasoning MiMo-V2.6-Flash leads

Llama 2-7B: 15.7 (#312), MiMo-V2.6-Flash: 36.5 (#66)

Reasoning benchmarks
BenchmarkLlama 2-7BMiMo-V2.6-Flash
LMArena Hard Prompts10091482
CritPt—12%
Chess Puzzles0%—
BIG-Bench Hard39.2%—
Epoch Capabilities Index99.06—
HellaSwag77.2%—
LAMBADA73.3%—
PIQA78.8%—
WinoGrande69.2%—

Math MiMo-V2.6-Flash leads

Llama 2-7B: 30.7 (#233), MiMo-V2.6-Flash: 51.9 (#52)

Math benchmarks
BenchmarkLlama 2-7BMiMo-V2.6-Flash
LMArena Math10421468
ProofBench—63%
GSM8K16.7%—

Knowledge MiMo-V2.6-Flash leads

Llama 2-7B: 28.2 (#248), MiMo-V2.6-Flash: 42.2 (#99)

Knowledge benchmarks
BenchmarkLlama 2-7BMiMo-V2.6-Flash
LMArena Expert10361501
ARC (AI2) Challenge45.9%—
BoolQ77.9%—
MMLU45.8%—
OpenBookQA58.6%—
TriviaQA73.7%—

Multimodal Not comparable

Llama 2-7B: —, MiMo-V2.6-Flash: 40.5 (#47)

Multimodal benchmarks
BenchmarkLlama 2-7BMiMo-V2.6-Flash
LMArena Vision—1259
ScienceQA43.1%—

Multilingual MiMo-V2.6-Flash leads

Llama 2-7B: 23.8 (#293), MiMo-V2.6-Flash: 54.0 (#51)

Multilingual benchmarks
BenchmarkLlama 2-7BMiMo-V2.6-Flash
LMArena Non-English9731434
LMArena Chinese9731511
LMArena French9701475
LMArena Russian9951409
LMArena Spanish10071456
LMArena German978—

Instruction Following MiMo-V2.6-Flash leads

Llama 2-7B: 50.8 (#298), MiMo-V2.6-Flash: 76.8 (#35)

Instruction Following benchmarks
BenchmarkLlama 2-7BMiMo-V2.6-Flash
LMArena Instruction Following10061463

Long Context MiMo-V2.6-Flash leads

Llama 2-7B: 30.4 (#287), MiMo-V2.6-Flash: 44.8 (#57)

Long Context benchmarks
BenchmarkLlama 2-7BMiMo-V2.6-Flash
LMArena Longer Query9991463

Writing & Preference MiMo-V2.6-Flash leads

Llama 2-7B: 28.0 (#298), MiMo-V2.6-Flash: 63.1 (#67)

Writing & Preference benchmarks
BenchmarkLlama 2-7BMiMo-V2.6-Flash
LMArena Text10531455
LMArena Creative Writing10331400
LMArena Multi-Turn10291451

Frequently asked questions

Is Llama 2-7B better than MiMo-V2.6-Flash?

MiMo-V2.6-Flash is the stronger model overall, scoring 48.5 to 29.1 on the Noometry Index.

Is Llama 2-7B or MiMo-V2.6-Flash better for coding?

MiMo-V2.6-Flash scores higher on coding benchmarks: 53.4 versus 29.2 in the Noometry coding category.

How many benchmarks do Llama 2-7B and MiMo-V2.6-Flash share?

14 benchmarks have published results for both models. Llama 2-7B has 29 scored results on Noometry and MiMo-V2.6-Flash has 19.

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