The Atlas · column F ($3–10) · row 4 (256K–1M)

GRIDF4 Models at $3–10 per 1M input with 256K–1M tokens of context

2 models · 1 creatorChecked 17 Aug 2026

2 models cost between $5.00 and $8.00 per 1M input tokens and hold 256K–1M tokens of context. The cheapest on input is GPT Chat Latest at
$5.00
observed We measured
Source
Our catalogue
Retrieved
17 Aug 2026
; GPT-5.4 Image 2 has the lowest output price at $15.00. A request that fills each model’s window costs $2.12–$2.24 here, because windows differ within a square.
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ModelsAtlas. “Models at $3–10 per 1M input with 256K–1M tokens of context”. Retrieved 17 Aug 2026. https://modelsatlas.com/atlas/f4

Models in F4

Cheapest available standard-tier offer · USD per 1M tokens

ModelInputOutputContextListed
GPT Chat LatestOpenAI$5.00$30.00400,000—Alternatives
GPT-5.4 Image 2OpenAI$8.00$15.00272,000—Alternatives
Highlighted: lowest in column. “Listed” is what our records state: modalities, and whether a batch or free offer exists.

What a window-filling request costs here

One prompt that fills the model’s context window plus up to 4,000 output tokens · Σ derived

GPT Chat Latest400K window
$2.12
GPT-5.4 Image 2272K window
$2.24

Arithmetic from the listed standard-tier rates, not a quote; the cheapest list price is not always the cheapest full-window request.

Neighbouring squares

One step cheaper, pricier, smaller or larger

Questions about square F4

What is the cheapest AI model with 256K–1M tokens of context at $3–10 input?
GPT Chat Latest at $5.00 per 1M input tokens and $30.00 output. The other 1 in F4: GPT-5.4 Image 2.
Which F4 model is cheapest for a request that fills its context window?
GPT Chat Latest, at about $2.12 for a prompt that fills its 400K window plus its output. The dearest of the 2 is GPT-5.4 Image 2 at $2.24. The cheapest list price is not always the cheapest full-window request, because windows differ within a square.
Are any F4 models open-weight?
None of the 2 is marked open-weight in our records.
What does grid reference F4 mean?
F is the price column ($3–10 per 1M input tokens) and 4 is the context row (256K–1M). Models in the same square are like-for-like on price and context only; the grid says nothing about quality.

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