math benchmark
GSM-8K (CoT)
Grade School Math 8K with Chain-of-Thought prompting, featuring 8.5K high-quality linguistically diverse grade school math word problems requiring multi-step reasoning and elementary arithmetic operations.
Updated Aug 11, 2026
Models2
Model coverage2
MetricScore
EvidenceB
GSM-8K (CoT) Ranking
Higher score ranks better on this benchmark.
| 1 | ME | 95.1% | 100.0% | 2 | C | |
| 2 | ME | 84.5% | 0.0% | 2 | C |
GSM-8K (CoT) Score Distribution
A closer view of the leading scores on this benchmark.
GSM-8K (CoT) Highlights
The leading models and scores on this benchmark.
What is GSM-8K (CoT)?
What GSM-8K (CoT) measures and how its scores work.
Grade School Math 8K with Chain-of-Thought prompting, featuring 8.5K high-quality linguistically diverse grade school math word problems requiring multi-step reasoning and elementary arithmetic operations.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- GSM-8K (CoT)
- Modality
- text
- Primary category
- math
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- gsm-8k-(cot)|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about GSM-8K (CoT).
Which model scores highest on GSM-8K (CoT)?
Llama 3.1 70B Instruct is currently ranked first with 95.1%.
What does GSM-8K (CoT) measure?
Grade School Math 8K with Chain-of-Thought prompting, featuring 8.5K high-quality linguistically diverse grade school math word problems requiring multi-step reasoning and elementary arithmetic operations.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
2 model results are currently shown.
Does this benchmark affect the overall score?
No. This benchmark is shown for reference but does not contribute to the overall score.