Model comparison

Granite 3.1 8b Instruct vs Phi-1.5

Granite 3.1 8b Instruct has enough public results to be ranked (#258); Phi-1.5 does not yet, so treat this comparison as directional.

Last verified . 0 shared benchmarks.

Granite 3.1 8b Instruct IBM

32.4

Rank #258 Confirmed

Phi-1.5 Microsoft

—

Unranked

Side by side

Granite 3.1 8b Instruct and Phi-1.5 specifications
Granite 3.1 8b InstructPhi-1.5
ProviderIBMMicrosoft
Noometry Index32.4—
Released—2023-09-11
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked137

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Category by category

Coding Not comparable

Granite 3.1 8b Instruct: 34.5 (#233), Phi-1.5: —

Coding benchmarks
BenchmarkGranite 3.1 8b InstructPhi-1.5
LMArena Coding1186—

Agentic & Tool Use Not comparable

Granite 3.1 8b Instruct: 24.1 (#120), Phi-1.5: —

Agentic & Tool Use benchmarks
BenchmarkGranite 3.1 8b InstructPhi-1.5
Berkeley Function Calling Leaderboard27.1%—

Reasoning Not comparable

Granite 3.1 8b Instruct: 22.1 (#207), Phi-1.5: —

Reasoning benchmarks
BenchmarkGranite 3.1 8b InstructPhi-1.5
LMArena Hard Prompts1145—
Epoch Capabilities Index—91.53
HellaSwag—47.6%
WinoGrande—73.4%

Math Not comparable

Granite 3.1 8b Instruct: 33.0 (#209), Phi-1.5: —

Math benchmarks
BenchmarkGranite 3.1 8b InstructPhi-1.5
LMArena Math1152—

Knowledge Not comparable

Granite 3.1 8b Instruct: 31.1 (#220), Phi-1.5: —

Knowledge benchmarks
BenchmarkGranite 3.1 8b InstructPhi-1.5
LMArena Expert1142—
ARC (AI2) Challenge—44.4%
BoolQ—75.8%
MMLU—37.6%
OpenBookQA—37.2%

Multilingual Not comparable

Granite 3.1 8b Instruct: 30.9 (#260), Phi-1.5: —

Multilingual benchmarks
BenchmarkGranite 3.1 8b InstructPhi-1.5
LMArena Non-English1099—
LMArena Chinese1145—
LMArena Russian1092—

Instruction Following Not comparable

Granite 3.1 8b Instruct: 58.6 (#259), Phi-1.5: —

Instruction Following benchmarks
BenchmarkGranite 3.1 8b InstructPhi-1.5
LMArena Instruction Following1131—

Long Context Not comparable

Granite 3.1 8b Instruct: 35.2 (#241), Phi-1.5: —

Long Context benchmarks
BenchmarkGranite 3.1 8b InstructPhi-1.5
LMArena Longer Query1162—

Writing & Preference Not comparable

Granite 3.1 8b Instruct: 35.5 (#266), Phi-1.5: —

Writing & Preference benchmarks
BenchmarkGranite 3.1 8b InstructPhi-1.5
LMArena Text1150—
LMArena Creative Writing1129—
LMArena Multi-Turn1108—

Frequently asked questions

Is Granite 3.1 8b Instruct better than Phi-1.5?

Granite 3.1 8b Instruct has enough public results to be ranked (#258); Phi-1.5 does not yet, so treat this comparison as directional.

How many benchmarks do Granite 3.1 8b Instruct and Phi-1.5 share?

0 benchmarks have published results for both models. Granite 3.1 8b Instruct has 13 scored results on Noometry and Phi-1.5 has 7.

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