ModelBrief · GPT Image 2.6 · Topic Page
Last updated Nov 13, 2026

GPT Image 2.6 Pricing: Same Rates, Different Bills

ModelBrief · Published 2026-11-14 · Facts checked 2026-11-14 · Reference: weneedai pricing analysis

GPT Image 2.6's pricing is easy to misread: token rates are identical to 2.5, but per-image bills at low/medium quality are several times higher. The official guide warns explicitly: "Equal token rates don't mean equal cost per image." This article lays out the official rates, per-image costs, SVG/GIF billing and third-party prices.

Official token rates: identical to 2.5

OpenAI's pricing page, read directly Nov 13, 2026: text input $5.00 per 1M tokens (cached $1.25), image input $8.00 (cached $2.00), image output $30.00 — identical across both variants and both generations. The one difference is Batch: 2.5 has Batch pricing (image output at half price, $15/1M), while 2.6 is not in the Batch table — no Batch price. 2.6 doesn't support the Responses API, so the guide's caching section (which covers GPT-Image-2 and 2.5 inside the Responses API only) doesn't apply to 2.6 — the pricing page lists cached rates for 2.6, but whether they can actually be realized is unverified, so don't budget cache discounts.

Per-image cost: low 4.2x more, medium 3.3x more

Per the official calculator (1024×1024, checked Nov 7, 2026, same for both models): low 823 tokens $0.02469 (2.5: 196 tokens $0.00588, 4.2x); medium 1,449 tokens $0.04347 (2.5: $0.01317, 3.3x); high 1,756 tokens $0.05268 (same as 2.5); xhigh 3,122 tokens ~$0.094 (same); max 7,024 tokens $0.21072 (same). weneedai's reading of the official calculator script agrees.

Other sizes measured: 1536×1024 (mxchat, Nov 7, 46 images): low 664 tokens $0.0203, medium 1,132 tokens $0.0343, high Flare 1,353 tokens $0.0410 / Sunburst 1,372 tokens $0.0415, xhigh $0.0741, max $0.1650. 2048×2048 (official calculator): low $0.050, max $0.428. 3840×2160 low $0.047 (LaoZhang). SeedDance measured 4K at ~3.4x the price of 1K, and a 3:1 panorama at about one-third of a square image.

Real bills: QuantSlant's comparison

QuantSlant's same-prompt comparison (medium): 2.5 Sunburst 343 tokens ($0.011) vs 2.6 Sunburst 1,132 tokens ($0.034), about 3x the bill; a three-round editing flow cost $0.046 / ~27s on 2.6 vs $0.022 / ~19s on 2.5. Note the official calculator's token counts don't exactly match measured token counts — token use varies by prompt at the same quality tier — so budget with a margin.

SVG and GIF billing

SVG is billed as two parts: the reference image at image-model rates + the author model at its token rates, with no fixed per-image price (per the guide); CellCog measured $0.03–$0.23 per returned SVG. GIF is billed per output token (Replicate's framing). Streaming partial images cost an extra 100 image-output tokens each. SVG/GIF outputs don't support streaming, partial images or custom compression.

Third-party prices

Replicate bills per image: low $0.05, medium $0.09, high $0.128, max $0.50; GIF and SVG per output token. fal: $30/1M output tokens. BudgetPixel: $0.12/image retail. OpenRouter: same as official ($8/$30 per 1M tokens). LaoZhang API's own VIP model charges a fixed $0.03/call — aggregator pricing, not OpenAI's. Recraft Studio: credits 4–57 (default 10), Sunburst available at default settings on the free plan.

ChatGPT and Codex quotas

ChatGPT works on all tiers including free, but OpenAI publishes no fixed image count for any tier; the only number is a Medium author's single-person test — a free account hit the cap after ~8 operations (images, GIFs and edits combined), with a prompt to retry after 24 hours. That's a single-person test, not an official quota. Codex works on all tiers, with image generation counting against the same usage quota as normal conversation; per the Codex pricing FAQ, turns with image generation consume quota 3–5x faster than comparable text-only turns (depending on image quality and size).

Reference: weneedai — GPT Image 2.6 Pricing (rewritten and organized by ModelBrief; facts per the source)