# GPT-6.1 SolHigh

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OpenAI

Canonical URL: https://benchize.com/models/gpt-6-1-sol-high
Last updated: Thu, 22 Oct 2026 06:30:09 GMT

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OpenAI

## Benchmarks

| Benchmark | Score | ± | Rank | Cost | Source |  |
| --- | --- | --- | --- | --- | --- | --- |
| [FrontierCode 1.1 main](https://benchize.com/benchmarks/frontiercode%3Av1_1%3Amain.md) | 47.98% | — | 29 / 125 | $0.5 | [frontiercode](https://cognition.com/data/frontiercode-leaderboard/data.json) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.4798 \| score_fraction \| blocking_criteria_adjusted \| Higher is better \| \| `correct` \| 0.532 \| score_fraction \| raw_rubric \| Higher is better \| \| `cost` \| 0.498 \| USD \| per_rollout \| Lower is better \| ### Configuration harness codex Reasoning effort high sourceVersion v1_1 subset main ### Reported statistics flaggedRate 0 sampleSize 100 ### Source [Original source](https://cognition.com/data/frontiercode-leaderboard/data.json) Source frontiercode Original model label GPT-6.1 Sol Observed 2026-10-22T05:40:03.220Z Evidence SHA-256 `ff0040778b7bdf69c705ad7474f771fb5e53cfaf5cf8573b3a4614153543d75f` Source locator `/v1_1/data/GPT-6.1%20Sol/high/main` |  |  |  |  |  |  |
| [ARC-AGI-1](https://benchize.com/benchmarks/arc-prize%3Av1_Semi_Private.md) | 98.5% | — | 1 / 245 | 0.06usd per task | [arc prize · v1](https://arcprize.org/media/data/leaderboard/v1.json) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.985 \| score_fraction \| v1_Semi_Private \| Higher is better \| \| `cost_per_task` \| 0.05925544000000002 \| usd_per_task \| v1_Semi_Private \| Lower is better \| ### Configuration evaluationSplit v1_Semi_Private harness Not reported modelGroup openai-gpt-6-1-sol modelType CoT Reasoning effort high sourceModelVersion openai-gpt-6-1-sol-high thinkingEnabled true ### Source [Original source](https://arcprize.org/media/data/leaderboard/v1.json) Source arc prize Original model label GPT-6.1 Sol (High) Source version v1 Observed 2026-10-22T05:20:04.066Z Evidence SHA-256 `2bf68d22dafba37047d07ad833ebc0e8199c9aa2f9eeaed50c75c1b704462836` Source locator `/evaluations/255` |  |  |  |  |  |  |
| [ToneBench Scriptwriting](https://benchize.com/benchmarks/tonebench%3Ascripts.md) | 2,034 | Range 1,996.7–2,077.1 | 28 / 126 | — | [tonebench](https://benchmark.towardsai.com/data/leaderboard.json) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 2034 \| rating \| reported \| Higher is better \| \| `overall` \| 81.12 \| percent \| reported \| Higher is better \| \| `anti_slop_numbers` \| 78.75 \| source_score \| rubric \| Higher is better \| \| `continuity_emotion` \| 79.5 \| source_score \| rubric \| Higher is better \| \| `cue_quality` \| 81.64 \| source_score \| rubric \| Higher is better \| \| `hook_strength` \| 82.08 \| source_score \| rubric \| Higher is better \| \| `length_adherence` \| 87.78 \| source_score \| rubric \| Higher is better \| \| `slop` \| 87.83 \| source_score \| rubric \| Higher is better \| \| `slop_score` \| 96.9 \| source_score \| rubric \| Higher is better \| \| `substance_accuracy` \| 86.62 \| source_score \| rubric \| Higher is better \| \| `tone_voice` \| 76.87 \| source_score \| rubric \| Higher is better \| \| `writing_quality` \| 77.84 \| source_score \| rubric \| Higher is better \| \| `youtube_best_practices` \| 78.21 \| source_score \| rubric \| Higher is better \| ### Configuration provider codex Reasoning effort high scoreScope 10_task_current sourceConfiguration gpt-6-1-sol-high thinkingEnabled true ### Reported statistics Uncertainty Reported interval: 1,996.7–2,077.1 interval [1996.7,2077.1] rank 28 runCount 5 ### Source [Original source](https://benchmark.towardsai.com/data/leaderboard.json) Source tonebench Original model label GPT-6.1 Sol (high) Evaluated 2026-10-11 Observed 2026-10-22T04:40:14.102Z Evidence SHA-256 `4264338337f418d3ded7ace250cad64fe12cacbd4b79a312bfaf0ae9268a01c3` Source locator `/rows/27` |  |  |  |  |  |  |
| [ARC-AGI-2](https://benchize.com/benchmarks/arc-prize%3Av2_Semi_Private.md) | 91.67% | — | 9 / 243 | 0.13usd per task | [arc prize · v2](https://arcprize.org/media/data/leaderboard/v2.json) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.9166666666666666 \| score_fraction \| v2_Semi_Private \| Higher is better \| \| `cost_per_task` \| 0.13468670000000002 \| usd_per_task \| v2_Semi_Private \| Lower is better \| ### Configuration evaluationSplit v2_Semi_Private harness Not reported modelGroup openai-gpt-6-1-sol modelType CoT Reasoning effort high sourceModelVersion openai-gpt-6-1-sol-high thinkingEnabled true ### Source [Original source](https://arcprize.org/media/data/leaderboard/v2.json) Source arc prize Original model label GPT-6.1 Sol (High) Source version v2 Observed 2026-10-22T05:20:04.306Z Evidence SHA-256 `4351eb696e78113b0459e9bb5f0258318b905efef34f473dcea51ce641b0d94d` Source locator `/evaluations/257` |  |  |  |  |  |  |
| [ARC-AGI-3](https://benchize.com/benchmarks/arc-prize%3Av3_Semi_Private.md) | 26.72% | — | 11 / 65 | 9,757.62usd | [arc prize · v3](https://arcprize.org/media/data/leaderboard/v3.json) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.2671728484425706 \| score_fraction \| v3_Semi_Private \| Higher is better \| \| `total_cost` \| 9757.61782 \| usd \| v3_Semi_Private \| Lower is better \| ### Configuration evaluationSplit v3_Semi_Private harness standard modelGroup openai-gpt-6-1-sol modelType CoT Reasoning effort high sourceModelVersion openai-gpt-6-1-sol-high thinkingEnabled true ### Source [Original source](https://arcprize.org/media/data/leaderboard/v3.json) Source arc prize Original model label GPT-6.1 Sol (High) Source version v3 Observed 2026-10-22T05:20:04.578Z Evidence SHA-256 `3ce335487296bb2dcf4ba9546c5a2a02b1907db5b08887cd9ff4429fed824916` Source locator `/evaluations/71` |  |  |  |  |  |  |
| [FrontierCode 1.1 extended](https://benchize.com/benchmarks/frontiercode%3Av1_1%3Aextended.md) | 59.27% | — | 38 / 125 | $0.43 | [frontiercode](https://cognition.com/data/frontiercode-leaderboard/data.json) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.5927 \| score_fraction \| blocking_criteria_adjusted \| Higher is better \| \| `correct` \| 0.652 \| score_fraction \| raw_rubric \| Higher is better \| \| `cost` \| 0.4327 \| USD \| per_rollout \| Lower is better \| ### Configuration harness codex Reasoning effort high sourceVersion v1_1 subset extended ### Reported statistics flaggedRate 0 sampleSize 150 ### Source [Original source](https://cognition.com/data/frontiercode-leaderboard/data.json) Source frontiercode Original model label GPT-6.1 Sol Observed 2026-10-22T05:40:03.220Z Evidence SHA-256 `ff0040778b7bdf69c705ad7474f771fb5e53cfaf5cf8573b3a4614153543d75f` Source locator `/v1_1/data/GPT-6.1%20Sol/high/extended` |  |  |  |  |  |  |

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Cite as: GPT-6.1 SolHigh — Benchize, https://benchize.com/models/gpt-6-1-sol-high (retrieved 2026-10-22)