Model Comparator

Compare up to four models using the same criteria.

GPT-6 Sol (High)
OpenAI
Claude Opus 4.8 (batch)
Anthropic

Differences only

✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.

Model Comparator
Metrics	GPT-6 Sol (High) OpenAI	Claude Opus 4.8 (batch) Anthropic
Intelligence	Best: 42.4	41.8
Coding	—	74.3
Agentic	—	41.9
Speed	87.1 t/s	—
TTFT	21.5 s	—
Input · $ / 1M tokens	$2	—
Output · $ / 1M tokens	$10	—
Context window	Best: 1.1M	1M
Reasoning	Yes	Yes
Open weights	No	—
Cost / task	$0.373	—

Intelligence

GPT-6 Sol (High): Best: 42.4
Claude Opus 4.8 (batch): 41.8

Coding

GPT-6 Sol (High): —
Claude Opus 4.8 (batch): 74.3

Agentic

GPT-6 Sol (High): —
Claude Opus 4.8 (batch): 41.9

Speed

GPT-6 Sol (High): 87.1 t/s
Claude Opus 4.8 (batch): —

TTFT

GPT-6 Sol (High): 21.5 s
Claude Opus 4.8 (batch): —

Input · $ / 1M tokens

GPT-6 Sol (High): $2
Claude Opus 4.8 (batch): —

Output · $ / 1M tokens

GPT-6 Sol (High): $10
Claude Opus 4.8 (batch): —

Context window

GPT-6 Sol (High): Best: 1.1M
Claude Opus 4.8 (batch): 1M

Reasoning

GPT-6 Sol (High): Yes
Claude Opus 4.8 (batch): Yes

Open weights

GPT-6 Sol (High): No
Claude Opus 4.8 (batch): —

Cost / task

GPT-6 Sol (High): $0.373
Claude Opus 4.8 (batch): —

Each reasoning level remains a separate configuration.

Score and cost

Each line joins the reasoning levels of a compared model; the large point marks the configuration in the table. The top-right corner holds the best score for the lowest cost. Select another point to compare that level.

GPT-6 Sol (High)42.4 · $0.373

Not plotted for lack of data on these axes: Claude Opus 4.8 (batch).