Model comparison

Falcon-180B vs Step 3

Step 3 is the stronger model overall, scoring 40.5 to 32.2 on the Noometry Index.

Last verified . 6 shared benchmarks.

Step 3 StepFun

40.5

Rank #149 Confirmed

Summary

  • They share 6 benchmarks with published results for both. Falcon-180B scores higher in 0 categories and Step 3 in 4 categories; 4 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Step 3 leads 54.3 to 29.1.

Side by side

Falcon-180B and Step 3 specifications
Falcon-180BStep 3
ProviderTechnology Innovation InstituteStepFun
Noometry Index32.240.5
Released2023-09-06—
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked1617

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Category by category

Coding Not comparable

Falcon-180B: —, Step 3: 40.1 (#147)

Coding benchmarks
BenchmarkFalcon-180BStep 3
LMArena Coding—1367

Reasoning Step 3 leads

Falcon-180B: 19.1 (#269), Step 3: 28.4 (#105)

Reasoning benchmarks
BenchmarkFalcon-180BStep 3
LMArena Hard Prompts10071355
Kagi LLM Benchmark—62.3%
Epoch Capabilities Index112.13—
HellaSwag89%—
LAMBADA79.8%—
PIQA84.9%—
WinoGrande87.1%—

Math Not comparable

Falcon-180B: —, Step 3: 37.6 (#148)

Math benchmarks
BenchmarkFalcon-180BStep 3
LMArena Math—1366
GSM8K54.4%—

Knowledge Not comparable

Falcon-180B: —, Step 3: 36.8 (#164)

Knowledge benchmarks
BenchmarkFalcon-180BStep 3
LMArena Expert—1333
ARC (AI2) Challenge67.8%—
BoolQ89%—
MMLU70.6%—
OpenBookQA64.2%—

Multimodal Not comparable

Falcon-180B: —, Step 3: 35.5 (#86)

Multimodal benchmarks
BenchmarkFalcon-180BStep 3
LMArena Vision—1177

Multilingual Step 3 leads

Falcon-180B: 25.2 (#286), Step 3: 46.3 (#159)

Multilingual benchmarks
BenchmarkFalcon-180BStep 3
LMArena Non-English10001327
LMArena Chinese—1397
LMArena German—1371
LMArena Korean—1269
LMArena Russian—1331
LMArena Spanish—1371

Instruction Following Step 3 leads

Falcon-180B: 53.4 (#286), Step 3: 70.4 (#164)

Instruction Following benchmarks
BenchmarkFalcon-180BStep 3
LMArena Instruction Following10471332

Long Context Not comparable

Falcon-180B: —, Step 3: 40.3 (#157)

Long Context benchmarks
BenchmarkFalcon-180BStep 3
LMArena Longer Query—1326

Writing & Preference Step 3 leads

Falcon-180B: 29.1 (#295), Step 3: 54.3 (#151)

Writing & Preference benchmarks
BenchmarkFalcon-180BStep 3
LMArena Text10541350
LMArena Creative Writing10891321
LMArena Multi-Turn10131341

Frequently asked questions

Is Falcon-180B better than Step 3?

Step 3 is the stronger model overall, scoring 40.5 to 32.2 on the Noometry Index.

How many benchmarks do Falcon-180B and Step 3 share?

6 benchmarks have published results for both models. Falcon-180B has 16 scored results on Noometry and Step 3 has 17.

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