OpenAI GPT-6.1 Terra Launch - Factual Errors (October 2026 Refreshed Prompts): leaderboard

Official OpenAI October 26, 2026 GPT-6.1 Terra launch effort sweep; Answers with any factual error (%). Explicit version/effort/model settings are preserved in the board and row names. Shared Astra-card safety/health rows retain the unchanged GPT-6.1 Sol anchor only; changed older comparison checkpoints are not overwritten. Metric: Answers with any factual error (%).

Metric: Answers with any factual error (%). Source: openai.com. Saturation forecast: Around January 2027. 25 models tracked.

Top models

#ModelScoreOverall rank
1GPT-6 Astra (Max)4.2#5 (GPT-6 Astra)
2GPT-6.1 Terra (Max)4.3#10 (GPT-6.1 Terra)
3GPT-6.1 Sol (Max)4.4#6 (GPT-6.1 Sol)
4GPT-6 Astra (xHigh)4.6#5 (GPT-6 Astra)
5GPT-6.1 Terra (xHigh)5#10 (GPT-6.1 Terra)
6GPT-6.1 Sol (xHigh)5.5#6 (GPT-6.1 Sol)
7GPT-6 Astra (High)5.9#5 (GPT-6 Astra)
8GPT-6.1 Sol (High)6.6#6 (GPT-6.1 Sol)
9GPT-6.1 Terra (High)7.7#10 (GPT-6.1 Terra)
10GPT-6 Astra (Medium)9.7#5 (GPT-6 Astra)
11GPT-6.1 Terra (Medium)10.1#10 (GPT-6.1 Terra)
12GPT-6.1 Sol (Medium)12#6 (GPT-6.1 Sol)
13GPT-6 Astra (Low)13.3#5 (GPT-6 Astra)
14GPT-6.1 Sol (Low)14.7#6 (GPT-6.1 Sol)
15GPT-6.1 Terra (Low)16.7#10 (GPT-6.1 Terra)

No result here: #3 Claude Opus 5.5, #8 Gemini 4 Argon, #9 Claude Fable 5.1.

Interactive version: theaggregate.ai/benchmark?slug=openai-gpt-6-1-terra-launch-factual-errors-october-2026-refreshed-prompts · How It Works · Data refreshed daily, snapshot 2026-10-27.