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Leaderboard / OpenAI

GPT-5.6 Sol

OpenAI xHigh CLOSED Proprietary
Other settings:xHigh, Codex Harness
Verdict

GPT-5.6 Sol is a strong all-rounder: #25 of 406 by SIscope score. Strongest at following instructions, weaker at agents & tools. On the pricey side: costs more than 89% of priced models.

SIscope score
88
#25 of 406
Human-vote rank
#44
of 419 · score 1457
Price per 1M tokens, blended
$8
$4 in · $20 out
Context window
1.1M
1,050,000 tokens

Shape

Each spoke is a category, 0 at the centre, 100 at the edge.

CodingAgentsReasoningMathChatInstructions

Category scores

Percentiles: 90 means better than about 90% of tested models.

Coding93
Agents & tools77
Reasoning & knowledge92
Math89
Chat quality90
Following instructions96

What goes into each category · Compare with DeepSeek V4.1 Flash

Human-vote score over time

Text arena, recent updates.

145014581465Oct 20: 1456.7 (rank #43)Oct 22: 1457.4 (rank #43)Oct 28: 1457.2 (rank #44)Oct 20Oct 28

Independent test runs

Run by Epoch AI on the same harness for every model. Bars show the share of questions answered correctly.

No Epoch AI runs for this model yet.

Human-vote arenas

People compare two anonymous answers and pick the better one. Scores work like chess ratings.

ArenaRankScoreRange (95%)VotesUpdated
Text arena
Everyday chat, blind human votes
#44 of 41914571453–146243,796Oct 28, 2026
WebDev arena
Building web apps, blind human votes
Not on this board yet
Vision arena
Questions about images, blind human votes
#35 of 16712811273–128811,439Oct 19, 2026
Agent arena
Real multi-step agent sessions
#14 of 574.6%3.5–5.6%45,407Nov 2, 2026

Source: Arena (formerly LMArena) leaderboard dataset, CC BY 4.0. Fetched Nov 4, 2026.

Price

Input
$4
per 1M tokens
Output
$20
per 1M tokens
Blended
$8
3 in : 1 out, per 1M
Context window
1.1M
max tokens per request
Speed
Coming soon
our own tests

List price from the OpenRouter models API (openai/gpt-5.6-sol), Nov 4, 2026. Providers can charge differently.