Wispr Flow - Don’t type, just speak
Mini toolsGSM8K
Grade School Math 8K
8.5k grade-school math word problems requiring 2-8 step arithmetic reasoning. Saturated by all frontier models; mostly useful as a smoke test today.
Math
Text
Accuracy
Max 100.0%
Released Oct 2021
Saturated
Possibly contaminated
12
Results
11
Models scored
95.0%
Top: Claude Opus 3
84.2%
Median
Best results
Top primary scores; one row per model.
Frontier over time
Each dot is one model result; the line traces the running best score.
All results
Showing one canonical row per model. Show all configurations
| # | Model | Score | Conditions | Eval date | Source | Flags |
|---|---|---|---|---|---|---|
| 1 | Claude Opus 3 | 95.0% | 0-shot · CoT | 22 Oct 2024 | Self-reported | Primary |
| 2 | Nova Pro | 94.8% | 0-shot · CoT | 03 Dec 2024 | Self-reported | Primary |
| 3 | Nova Lite | 94.5% | 0-shot · CoT | 03 Dec 2024 | Self-reported | Primary |
| 4 | Nova Micro | 92.3% | 0-shot · CoT | 03 Dec 2024 | Self-reported | Primary |
| 5 | GPT-4 | 92.0% | 5-shot · CoT | 04 Mar 2024 | Self-reported | Primary |
| 6 | Nemotron 3 Super | 90.7% | 8-shot | 03 Apr 2026 | Self-reported | Primary |
| 7 | Llama 3.2 | 77.7% | 8-shot · CoT | 25 Sep 2024 | Self-reported | Primary |
| 8 | Mixtral 8x7B | 74.4% | — | 01 Dec 2023 | Self-reported | Primary |
| 9 | Mixtral 8x7B | 74.4% | — | 08 Jan 2024 | Self-reported | Primary |
| 10 | LLaMA 2 | 56.8% | 8-shot | 19 Jul 2023 | Paper | Primary Verified |
| 11 | Mistral 7B | 52.2% | — | 01 Sep 2023 | Self-reported | Primary |
| 12 | Gemma 2 | 23.9% | 5-shot · Maj@1 | 25 Feb 2025 | Self-reported | Primary |
