Model comparison

Claude 3 Haiku vs Phi-2

Claude 3 Haiku has enough public results to be ranked (#340); Phi-2 does not yet, so treat this comparison as directional.

Last verified . 5 shared benchmarks.

Claude 3 Haiku Anthropic

25.9

Rank #340 Confirmed

Phi-2 Microsoft

—

Unranked

Summary

  • They share 5 benchmarks with published results for both.
  • Phi-2 has downloadable open weights; the other is API-only.

Side by side

Claude 3 Haiku and Phi-2 specifications
Claude 3 HaikuPhi-2
ProviderAnthropicMicrosoft
Noometry Index25.9—
Released2024-03-072023-12-12
WeightsProprietaryOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked3711

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Category by category

Coding Not comparable

Claude 3 Haiku: 26.4 (#325), Phi-2: —

Coding benchmarks
BenchmarkClaude 3 HaikuPhi-2
HumanEval+68.9%45.1%
MBPP+68.8%54.2%
WeirdML9.8%—
BigCodeBench Instruct39.4%—
LMArena Coding1199—
BigCodeBench Complete50.1%—
CadEval12%—

Reasoning Not comparable

Claude 3 Haiku: 16.3 (#307), Phi-2: —

Reasoning benchmarks
BenchmarkClaude 3 HaikuPhi-2
Epoch Capabilities Index118.35107.94
WinoGrande74.2%54.7%
Kagi LLM Benchmark34.2%—
LMArena Hard Prompts1174—
DTBench50.1%—
LMCA8.8%—
Adversarial NLI—42.5%
BIG-Bench Hard—59.4%
ForecastBench53.2—
HellaSwag—53.6%

Math Not comparable

Claude 3 Haiku: 9.8 (#319), Phi-2: —

Math benchmarks
BenchmarkClaude 3 HaikuPhi-2
OTIS Mock AIME 2024-20251.8%—
LMArena Math1188—
MATH Level 514.9%—

Knowledge Not comparable

Claude 3 Haiku: 17.3 (#285), Phi-2: —

Knowledge benchmarks
BenchmarkClaude 3 HaikuPhi-2
MMLU73.8%58.4%
GPQA Diamond36.3%—
Confabulations34.2%—
LMArena Expert1148—
ARC (AI2) Challenge—75.9%
OpenBookQA—73.6%
TriviaQA—45.2%

Multimodal Not comparable

Claude 3 Haiku: 23.6 (#128), Phi-2: —

Multimodal benchmarks
BenchmarkClaude 3 HaikuPhi-2
LMArena Vision950—
ScienceQA72%—

Multilingual Not comparable

Claude 3 Haiku: 36.0 (#243), Phi-2: —

Multilingual benchmarks
BenchmarkClaude 3 HaikuPhi-2
LMArena Non-English1178—
LMArena Chinese1155—
LMArena French1195—
LMArena German1174—
LMArena Japanese1102—
LMArena Korean1109—
LMArena Russian1204—
LMArena Spanish1166—

Instruction Following Not comparable

Claude 3 Haiku: 61.3 (#247), Phi-2: —

Instruction Following benchmarks
BenchmarkClaude 3 HaikuPhi-2
LMArena Instruction Following1173—

Long Context Not comparable

Claude 3 Haiku: 36.1 (#237), Phi-2: —

Long Context benchmarks
BenchmarkClaude 3 HaikuPhi-2
LMArena Longer Query1190—

Writing & Preference Not comparable

Claude 3 Haiku: 29.7 (#291), Phi-2: —

Writing & Preference benchmarks
BenchmarkClaude 3 HaikuPhi-2
LMArena Text1195—
LMArena Creative Writing1157—
EQ-Bench Creative Writing717—
LMArena Multi-Turn1190—

Frequently asked questions

Is Claude 3 Haiku better than Phi-2?

Claude 3 Haiku has enough public results to be ranked (#340); Phi-2 does not yet, so treat this comparison as directional.

How many benchmarks do Claude 3 Haiku and Phi-2 share?

5 benchmarks have published results for both models. Claude 3 Haiku has 37 scored results on Noometry and Phi-2 has 11.

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