OpenAI · Nerf Watch

GPT-6.1 Sol

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Latest Nerf Watch result

On 2026-10-28, GPT-6.1 Sol scored 99.61 on Nerf Watch's suite 2026.10.1, 0.32 points above its 7-day baseline.

Latest run
99.61 on · suite 2026.10.1
Previous run
99.85 on · suite 2026.10.1
Change from previous run
−0.24
7-day baseline
99.29 · 7 baseline runs
Change from baseline
+0.32
Trend
Steady

A score below the model's own baseline, the mean of its recent runs. One day's dip can be noise, and a lower score is a lower score on this suite, not proof that a provider changed a model.

Data: tokenusage.dev · Read the Nerf Watch method

Score history

2026-07-31 to 2026-10-28, UTC
90100Jul 31Oct 28
As a table
GPT-6.1 Sol score history
Day, UTCScoreSuite
99.612026.10.1
99.852026.10.1
99.512026.10.1
99.612026.10.1
99.782026.10.1
99.612026.10.1
97.062026.10.1
99.612026.10.1
99.852026.10.1

Speed

Response time

On , GPT-6.1 Sol's daily response-time probe recorded a median completion time of 3.2 s across three successful responses at high reasoning effort and Standard/default service.

The daily local probe is scheduled at 00:10 UTC. It uses high reasoning effort and three successful fresh single-turn responses to one fixed small task. A day without three successful responses has no point. Lower is faster; dates are UTC.

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010s20s30sSep 30Oct 28

Output speed

On , GPT-6.1 Sol's Nerf Watch run recorded 41 output tokens per second.

Tokens per second from the daily Nerf Watch run, scheduled at 01:00 UTC: total output tokens divided by total completion time across its four fixed tasks. Effort is low, except DeepSeek V4 Pro uses high, its lowest available variant. Service is Standard/default, or Ultrafast for the two Ultrafast lines. Output includes reported reasoning or thinking tokens once; OpenCode’s separately reported reasoning is added to output. Timing includes waiting within the measured turn and excludes setup and process exit. Higher is faster; dates are UTC.

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0204060Oct 15Oct 28

Facts from the research notes

API price

Latest API price record in Research note 002, as of 2026-10-12: $2.00 input and $10.00 output per million tokens. Record dated 2026-09-29.

developers.openai.com · Research note 002

Context window

Published context window recorded in Research note 003, as of 2026-10-13: 1,050,000 total; 922,000 input; 128,000 output. Record dated 2026-09-29. Served · API. Total includes the output reservation.

Model limits · Research note 003

Parameters

No exact-model record in these research notes.

Plan inclusion

Listed for ChatGPT Plus and Pro $100, $200 and $500.

OpenAI pricing · OpenAI models · Compare plans