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OpenAI Proprietary Released Sep 22, 2026 Updated

GPT-6 Sol

ToolsGuide Scores, rankings, test results and price.

Model summary

  • Text #59 / 419

    446 / 1,000

    ToolsGuide Score· votes only

  • Vision #31 / 167

    488 / 1,000

    ToolsGuide Score· votes only

  • Coding #19 / 151

    467 / 1,000

    ToolsGuide Score· votes 527, tests 387

  • Agents #11 / 57

    527 / 1,000

    ToolsGuide Score· votes only

  • Price per 1M tokens

    In $2.00· Out $10.00

    $2.00

    Input · median coding model $0.75

Summary

GPT-6 Sol is OpenAI's model, released Sep 22, 2026. It's ranked in 4 categories and does best at coding: #19 of 151, with a ToolsGuide Score of 467 against a median of 318.

It also ranks #59 of 419 for text (446), #31 of 167 for vision (488), #11 of 57 for agents (527).

Its text and vision and agents score uses votes only, because it has published fewer than two of the tests used for those categories.

It costs $2.00 per million input tokens and $10.00 per million output tokens, about 2.7× the median coding model ($0.75).

It has published results on 5 tests.

Specifications

Creator
OpenAI
Licence
Proprietary
Released
Sep 22, 2026
Context window
1.1M tokens
Input price
$2.00 / 1M
Output price
$10.00 / 1M
Tests reported
5
Settings ranked
GPT-6 Sol (Max)

Model comparison

Against the ten best coding models.

Coding score

ToolsGuide Score out of 1,000 · Higher is better

Text score

ToolsGuide Score out of 1,000 · Higher is better

Input price

USD per 1M input tokens · Lower is better

Leaderboards

Where GPT-6 Sol sits among the top 20 in each category.

Text

#59 of 419 · ToolsGuide Score out of 1,000, where 1,000 is a flawless model

Full text leaderboard →

Vision

#31 of 167 · ToolsGuide Score out of 1,000, where 1,000 is a flawless model

Full vision leaderboard →

Coding

#19 of 151 · ToolsGuide Score out of 1,000, where 1,000 is a flawless model

Full coding leaderboard →

Agents

#11 of 57 · ToolsGuide Score out of 1,000, where 1,000 is a flawless model

Full agents leaderboard →

By task

Scored from votes on each kind of prompt alone, on the same 1,000-point scale.

Score against price

Coding · the 10 priced models ranked closest · up and to the left is better value

Against its nearest rivals

Text prompts by kind · ToolsGuide Score from votes · hover for values

Text

GPT-6 Sol (Max) · hover a bar for its rank

Vision

GPT-6 Sol (Max) · hover a bar for its rank

Coding

GPT-6 Sol (Max) · hover a bar for its rank

Test results

Every test GPT-6 Sol has a published result on, out of 100%, with its rank among the models that took it.

  • DeepSWE 1.1

    #23 / 52

    DeepSWE 1.1 evaluates software engineering agents using the mini-swe-agent harness.

    68.8%

    Self-reported · In the coding score

  • Agents' Last Exam

    #3 / 26

    Agents' Last Exam is a challenging benchmark for AI agents on hard, long-horizon tasks that test sustained reasoning, planning, and tool use, reported with and without tool access.

    56.4%

    Self-reported · In the agents score

  • FrontierCode 1.1

    #8 / 24

    FrontierCode 1.1 evaluates whether coding-agent changes are mergeable, using unit tests, maintainer-defined rubrics, and verifiers. Runs flagged for unfair internet use receive a zero score.

    49.3%

    Self-reported · In the coding score

  • OSWorld 2.0

    #8 / 17

    OSWorld 2.0 is a benchmark of 108 long-horizon, real-world computer-use workflows spanning everyday and professional tasks. Each task is an end-to-end workflow that takes human users a median of about 1.6 hours, scored with a binary-completion metric, and targets challenges such as dynamic environments, cross-source reasoning, and implicit-state inference.

    64.4%

    Self-reported

  • AutomationBench v1.0.6

    #5 / 6

    AutomationBench v1.0.6 evaluates agent performance on multi-step workflow automation tasks.

    33.2%

    Self-reported