Beta
BenchmarksReading · ~3 min · 50 words deep

GSM8K

GSM8K is a math benchmark tracked by BenchGecko across every frontier and open-weight model.

GSM8K leaderboard
TL;DR

GSM8K is a math benchmark tracked by BenchGecko across every frontier and open-weight model.

Level 1

GSM8K is a math benchmark tracked by BenchGecko across every frontier and open-weight model.

Level 2

GSM8K is a math benchmark tracked by BenchGecko across every frontier and open-weight model. BenchGecko tracks GSM8K scores for every eligible frontier and open-weight model. The metric is % with a maximum of 100. Category · math. Source · public leaderboard. See the live leaderboard for the current top 10.

Level 3

GSM8K is a math benchmark tracked by BenchGecko across every frontier and open-weight model. Technical details: the benchmark uses % scored against 100 as max. Primary category is math. Source ingestion runs through the public leaderboard with the update cadence documented on the methodology page. Correlations with downstream capability have been studied in the public literature and the benchmark's authors' release notes.

The takeaway for you
If you are a
Researcher
  • ·GSM8K measures math capability with % scoring
  • ·Source: public leaderboard · tracked on BenchGecko's /benchmark page
  • ·Used to compare frontier models on math-specific tasks
If you are a
Builder
  • ·Pick models with high GSM8K if your workload matches math
  • ·Benchmark scores correlate with real-world quality only for matched task types
  • ·Check the live leaderboard before locking in a model · rankings shift weekly
If you are a
Investor
  • ·GSM8K is one of the citations labs use in launch announcements
  • ·Saturation at the top of the leaderboard signals the benchmark is aging
  • ·Watch for new benchmarks when all frontier models cluster within 2 points
If you are a
Curious · Normie
  • ·GSM8K is a test that scores how good an AI is at math
  • ·Higher score = better model on that specific kind of task
  • ·Not every score matters for every use · match the test to your goal
Gecko's take

GSM8K mostly saturated · new math benchmarks (FrontierMath, Putnam) are where the action is.

GSM8K is a math benchmark tracked by BenchGecko across every frontier and open-weight model.