Model comparison

Claude 2.1 vs Falcon-40B

Claude 2.1 has enough public results to be ranked (#340); Falcon-40B does not yet, so treat this comparison as directional.

Last verified . 2 shared benchmarks.

Summary

  • They share 2 benchmarks with published results for both.
  • Falcon-40B has downloadable open weights; the other is API-only.

Side by side

Claude 2.1 and Falcon-40B specifications
Claude 2.1Falcon-40B
ProviderAnthropicTechnology Innovation Institute
Noometry Index24.9—
Released2023-11-212023-03-15
WeightsProprietaryOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked712

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Category by category

Coding Not comparable

Claude 2.1: 25.8 (#322), Falcon-40B: —

Coding benchmarks
BenchmarkClaude 2.1Falcon-40B
WeirdML7.1%—

Reasoning Not comparable

Claude 2.1: 20.6 (#216), Falcon-40B: —

Reasoning benchmarks
BenchmarkClaude 2.1Falcon-40B
Epoch Capabilities Index119.22104.04
DTBench51%—
BIG-Bench Hard—37.1%
ForecastBench54.2—
HellaSwag—85.3%
LAMBADA—77.3%
PIQA—83%
WinoGrande—76.9%

Math Not comparable

Claude 2.1: 9.6 (#309), Falcon-40B: —

Math benchmarks
BenchmarkClaude 2.1Falcon-40B
OTIS Mock AIME 2024-20251.9%—
GSM8K—33.8%

Knowledge Not comparable

Claude 2.1: 15.5 (#287), Falcon-40B: —

Knowledge benchmarks
BenchmarkClaude 2.1Falcon-40B
MMLU73.5%56.9%
GPQA Diamond33%—
ARC (AI2) Challenge—61.9%
BoolQ—83.1%
OpenBookQA—56.6%
TriviaQA—79.9%

Frequently asked questions

Is Claude 2.1 better than Falcon-40B?

Claude 2.1 has enough public results to be ranked (#340); Falcon-40B does not yet, so treat this comparison as directional.

How many benchmarks do Claude 2.1 and Falcon-40B share?

2 benchmarks have published results for both models. Claude 2.1 has 7 scored results on Noometry and Falcon-40B has 12.

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