Model comparison

Claude 3 Haiku vs Falcon-40B

Claude 3 Haiku has enough public results to be ranked (#340); Falcon-40B does not yet, so treat this comparison as directional.

Last verified . 3 shared benchmarks.

Summary

  • They share 3 benchmarks with published results for both.
  • Falcon-40B has downloadable open weights; the other is API-only.

Side by side

Claude 3 Haiku and Falcon-40B specifications
Claude 3 HaikuFalcon-40B
ProviderAnthropicTechnology Innovation Institute
Noometry Index25.9—
Released2024-03-072023-03-15
WeightsProprietaryOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked3712

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Category by category

Coding Not comparable

Claude 3 Haiku: 26.4 (#325), Falcon-40B: —

Coding benchmarks
BenchmarkClaude 3 HaikuFalcon-40B
WeirdML9.8%—
BigCodeBench Instruct39.4%—
LMArena Coding1199—
BigCodeBench Complete50.1%—
CadEval12%—
HumanEval+68.9%—
MBPP+68.8%—

Reasoning Not comparable

Claude 3 Haiku: 16.3 (#307), Falcon-40B: —

Reasoning benchmarks
BenchmarkClaude 3 HaikuFalcon-40B
Epoch Capabilities Index118.35104.45
WinoGrande74.2%76.9%
Kagi LLM Benchmark34.2%—
LMArena Hard Prompts1174—
DTBench50.1%—
LMCA8.8%—
BIG-Bench Hard—37.1%
ForecastBench53.2—
HellaSwag—85.3%
LAMBADA—77.3%
PIQA—83%

Math Not comparable

Claude 3 Haiku: 9.8 (#319), Falcon-40B: —

Math benchmarks
BenchmarkClaude 3 HaikuFalcon-40B
OTIS Mock AIME 2024-20251.8%—
LMArena Math1188—
MATH Level 514.9%—
GSM8K—33.8%

Knowledge Not comparable

Claude 3 Haiku: 17.3 (#285), Falcon-40B: —

Knowledge benchmarks
BenchmarkClaude 3 HaikuFalcon-40B
MMLU73.8%56.9%
GPQA Diamond36.3%—
Confabulations34.2%—
LMArena Expert1148—
ARC (AI2) Challenge—61.9%
BoolQ—83.1%
OpenBookQA—56.6%
TriviaQA—79.9%

Multimodal Not comparable

Claude 3 Haiku: 23.6 (#128), Falcon-40B: —

Multimodal benchmarks
BenchmarkClaude 3 HaikuFalcon-40B
LMArena Vision950—
ScienceQA72%—

Multilingual Not comparable

Claude 3 Haiku: 36.0 (#243), Falcon-40B: —

Multilingual benchmarks
BenchmarkClaude 3 HaikuFalcon-40B
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), Falcon-40B: —

Instruction Following benchmarks
BenchmarkClaude 3 HaikuFalcon-40B
LMArena Instruction Following1173—

Long Context Not comparable

Claude 3 Haiku: 36.1 (#237), Falcon-40B: —

Long Context benchmarks
BenchmarkClaude 3 HaikuFalcon-40B
LMArena Longer Query1190—

Writing & Preference Not comparable

Claude 3 Haiku: 29.7 (#291), Falcon-40B: —

Writing & Preference benchmarks
BenchmarkClaude 3 HaikuFalcon-40B
LMArena Text1195—
LMArena Creative Writing1157—
EQ-Bench Creative Writing717—
LMArena Multi-Turn1190—

Frequently asked questions

Is Claude 3 Haiku better than Falcon-40B?

Claude 3 Haiku has enough public results to be ranked (#340); Falcon-40B does not yet, so treat this comparison as directional.

How many benchmarks do Claude 3 Haiku and Falcon-40B share?

3 benchmarks have published results for both models. Claude 3 Haiku has 37 scored results on Noometry and Falcon-40B has 12.

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