General model capability / Benchmark leaderboard
GSM8K
Grade-school multi-step arithmetic word problems.
No published company result yet.
This benchmark is in the research directory. Its task package, adapter and grading protocol need qualification before a hosted run can be offered.
Arrange an evaluation for your company →What this benchmark measures
Metrics
Exact-answer accuracy.
Execution requirements
Text model with specified calculator/code access.
Scope and limitations
Famous but widely exposed and often saturated; keep for regression, not the central value proposition of a new evaluation service.
Evaluation availability
Catalog entry. Request a managed evaluation to qualify your agent interface and the benchmark’s native grading requirements.
Sources and company fit
- Original benchmark ↗Historical baseline
- Hugging Face · openai/gsm8k ↗Public · Historical regression baseline; not a differentiated agent benchmark.
Companies whose products may fit
Research recommendations based on product capabilities. These companies have not necessarily run this benchmark or integrated with Blobfish.
Compatibility notes for each company
Alibaba Qwen: Capability-aligned; adapter/access to qualify
Anthropic: Capability-aligned; adapter/access to qualify
Cohere: Direct component API + selected system adapters
DeepSeek: Capability-aligned; adapter/access to qualify
Google DeepMind: Capability-aligned; adapter/access to qualify
Meta: Capability-aligned; adapter/access to qualify
MiniMax: Capability-aligned; adapter/access to qualify
Mistral: Capability-aligned; adapter/access to qualify
OpenAI: Capability-aligned; adapter/access to qualify
Z.ai: Capability-aligned; adapter/access to qualify
xAI: Capability-aligned; adapter/access to qualify