math benchmark
GSM8K Chat Leaderboard
GSM8K Chat is a chat-format evaluation featuring 8.5K high-quality, linguistically diverse grade school math word problems requiring multi-step reasoning and elementary arithmetic operations.
Updated Sep 5, 2026
Models1
Model coverage1
MetricScore
EvidenceB
GSM8K Chat Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelNV | Score81.88% | Percentile100.00% | Participants1 | EvidenceC | Evaluated |
GSM8K Chat Highlights
The leading models and scores on this benchmark.
The Top AI Models for GSM8K Chat
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis gsm8k chat AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01NVNVIDIA
- Score
- 81.88%
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures GSM8K Chat, not total model capability
Selection summary
Best AI Models for GSM8K Chat
Llama 3.1 Nemotron 70B Instruct currently leads GSM8K Chat with 81.88%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price, and runtime.
Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.
What is GSM8K Chat?
What GSM8K Chat measures and how its scores work.
GSM8K Chat is a math benchmark adapted from Grade School Math 8K for chat-format evaluation.
It measures Score, reported as a ratio, on 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
- GSM8K Chat
- Modality
- text
- Primary category
- math
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- overall
LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about GSM8K Chat.
Which model scores highest on GSM8K Chat?
Llama 3.1 Nemotron 70B Instruct is currently ranked first with 81.88%.
What are the top three models on GSM8K Chat?
The current leaders are Llama 3.1 Nemotron 70B Instruct (81.88%).
Which GSM8K Chat model has the lowest official input price?
No matched official input price is currently available.
Which models are fastest among GSM8K Chat results?
No matched runtime record is currently available.
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.