# Mathematical Reasoning on AIME 2026 (Accuracy, Average tokens generated)

Source: [Mathematical Reasoning on AIME 2026 (Accuracy, Average tokens generated)](<https://www.sota2.com/research/sota/mathematical-reasoning-on-aime-2026-accuracy-average-tokens-generated>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-06-11T06:14:44.378Z

Evaluation of model performance on the American Invitational Mathematics Examination (AIME) 2026 dataset, reporting Accuracy and the average number of tokens generated per response.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Mathematical Reasoning |
| Dataset (including any stated split) | AIME 2026 |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 16 of 16 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Accuracy](<https://www.sota2.com/research/sota/mathematical-reasoning-on-aime-2026-accuracy-average-tokens-generated.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Average Tokens Generated](<https://www.sota2.com/research/sota/mathematical-reasoning-on-aime-2026-accuracy-average-tokens-generated.md?metric=Average%20Tokens%20Generated>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Gemma-4 31B | 86.67 | Not recorded | 6a28f33c90966ade919c16f3 |
| Gemma-4 31B | 83.33 | Not recorded | 6a28f33c90966ade919c16f3 |
| Gemma-4 31B | 83.33 | Not recorded | 6a28f33c90966ade919c16f3 |
| Phi-4 14B | 80 | Not recorded | 6a28f33c90966ade919c16f3 |
| Gemma-4 31B | 80 | Not recorded | 6a28f33c90966ade919c16f3 |
| Phi-4 14B | 76.67 | Not recorded | 6a28f33c90966ade919c16f3 |
| Qwen3 4B | 73.33 | Not recorded | 6a28f33c90966ade919c16f3 |
| Qwen3 4B | 70 | Not recorded | 6a28f33c90966ade919c16f3 |
| Qwen3 4B | 53.33 | Not recorded | 6a28f33c90966ade919c16f3 |
| Gemma-4 E4B | 53.33 | Not recorded | 6a28f33c90966ade919c16f3 |
| Gemma-4 E4B | 46.67 | Not recorded | 6a28f33c90966ade919c16f3 |
| Gemma-4 E4B | 43.33 | Not recorded | 6a28f33c90966ade919c16f3 |
| Qwen3 4B | 40 | Not recorded | 6a28f33c90966ade919c16f3 |
| Gemma-4 E4B | 33.33 | Not recorded | 6a28f33c90966ade919c16f3 |
| Phi-4 14B | 16.67 | Not recorded | 6a28f33c90966ade919c16f3 |
| Phi-4 14B | 10 | Not recorded | 6a28f33c90966ade919c16f3 |

### Gemma-4 31B

Accuracy: 86.67. Result ID: 6a2a518afbc373592c269a3d.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

Recorded evaluation configuration: {"Evaluation Mode":"Reasoning+Rotate2Think"}. This record does not assert independent reproduction.

### Gemma-4 31B

Accuracy: 83.33. Result ID: 6a2a518afbc373592c269a3b.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

Recorded evaluation configuration: {"Evaluation Mode":"Base+Rotate2Think"}. This record does not assert independent reproduction.

### Gemma-4 31B

Accuracy: 83.33. Result ID: 6a2a518afbc373592c269a3c.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

Recorded evaluation configuration: {"Evaluation Mode":"Reasoning"}. This record does not assert independent reproduction.

### Phi-4 14B

Accuracy: 80. Result ID: 6a2a518afbc373592c269a39.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

Recorded evaluation configuration: {"Evaluation Mode":"Reasoning+Rotate2Think"}. This record does not assert independent reproduction.

### Gemma-4 31B

Accuracy: 80. Result ID: 6a2a518afbc373592c269a3a.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

Recorded evaluation configuration: {"Evaluation Mode":"Base"}. This record does not assert independent reproduction.

### Phi-4 14B

Accuracy: 76.67. Result ID: 6a2a518afbc373592c269a38.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

Recorded evaluation configuration: {"Evaluation Mode":"Reasoning"}. This record does not assert independent reproduction.

### Qwen3 4B

Accuracy: 73.33. Result ID: 6a2a518afbc373592c269a31.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

Recorded evaluation configuration: {"Evaluation Mode":"Reasoning+Rotate2Think"}. This record does not assert independent reproduction.

### Qwen3 4B

Accuracy: 70. Result ID: 6a2a518afbc373592c269a30.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

Recorded evaluation configuration: {"Evaluation Mode":"Reasoning"}. This record does not assert independent reproduction.

### Qwen3 4B

Accuracy: 53.33. Result ID: 6a2a518afbc373592c269a2f.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

Recorded evaluation configuration: {"Evaluation Mode":"Base+Rotate2Think"}. This record does not assert independent reproduction.

### Gemma-4 E4B

Accuracy: 53.33. Result ID: 6a2a518afbc373592c269a35.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

Recorded evaluation configuration: {"Evaluation Mode":"Reasoning+Rotate2Think"}. This record does not assert independent reproduction.

### Gemma-4 E4B

Accuracy: 46.67. Result ID: 6a2a518afbc373592c269a33.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

Recorded evaluation configuration: {"Evaluation Mode":"Base+Rotate2Think"}. This record does not assert independent reproduction.

### Gemma-4 E4B

Accuracy: 43.33. Result ID: 6a2a518afbc373592c269a34.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

Recorded evaluation configuration: {"Evaluation Mode":"Reasoning"}. This record does not assert independent reproduction.

### Qwen3 4B

Accuracy: 40. Result ID: 6a2a518afbc373592c269a2e.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

Recorded evaluation configuration: {"Evaluation Mode":"Base"}. This record does not assert independent reproduction.

### Gemma-4 E4B

Accuracy: 33.33. Result ID: 6a2a518afbc373592c269a32.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

Recorded evaluation configuration: {"Evaluation Mode":"Base"}. This record does not assert independent reproduction.

### Phi-4 14B

Accuracy: 16.67. Result ID: 6a2a518afbc373592c269a37.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

Recorded evaluation configuration: {"Evaluation Mode":"Base+Rotate2Think"}. This record does not assert independent reproduction.

### Phi-4 14B

Accuracy: 10. Result ID: 6a2a518afbc373592c269a36.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a28f33c90966ade919c16f3.md>)

Recorded evaluation configuration: {"Evaluation Mode":"Base"}. This record does not assert independent reproduction.

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