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Head-to-head comparison

GPT Image 1.5 vs. FLUX.2 Pro

Compare arena scores with documented retrieval dates, task-specific image pricing, and verified specifications. Text-to-image generation and image editing are never blended into an artificial overall score.

12

shared result series

4

shared sample prompts

2026-08-16

latest arena retrieval

Change image model selection

Specifications and cost

General specifications and task-specific pricing

A model can have one price for generating new images and another for editing. Prices therefore remain tied to the corresponding arena configuration.

Specifications and pricing for GPT Image 1.5 and FLUX.2 Pro
AttributeGPT Image 1.5FLUX.2 Pro
ProviderOpenAIBlack Forest Labs
ReleasedDecember 2025November 2025
AccessAPI, Web appAPI, Web app
LifecycleMarked as deprecated by OpenAI Status sourceNo separate lifecycle notice
WeightsProprietaryProprietary
ParametersNot publishedNot published
Maximum output1,536 × 1,024 pixels4 Megapixel
Arena configurationHighPro
Text-to-image price$133 per 1,000 images$30 per 1,000 images
Editing price$133 per 1,000 images$45 per 1,000 images
Technical sourceModel sourceVerified 2026-08-15Model sourceVerified 2026-08-15
GPT Image 1.5FLUX.2 Pro
Text to Image ArenaUSD per 1,000 images at 1,024 × 1,024 pixels
GPT Image 1.5$133
FLUX.2 Pro$30Lower price
Image Editing ArenaUSD per 1,000 images at 1,024 × 1,024 pixels
GPT Image 1.5$133
FLUX.2 Pro$45Lower price

Independent preference tests

Shared arena benchmarks

Artificial Analysis and Arena derive scores from blind comparisons. Raters see outputs for the same prompt and choose the image they prefer. Separate series cover text rendering, photorealism, portraits, art, commercial design, and image editing. Confidence intervals indicate how certain a measured lead is.

12 shared result series
GPT Image 1.5FLUX.2 Pro
Text to Image ArenaBlind preference from the same prompt, higher is better
GPT Image 1.51,313 EloHigher arena score
FLUX.2 Pro1,211 Elo
Image Editing ArenaBlind preference from the same prompt, higher is better
GPT Image 1.51,252 EloHigher arena score
FLUX.2 Pro1,172 Elo
Arena Text to Image: 3D modelingBlind preference from the same prompt, higher is better
GPT Image 1.51,215.437 arena pointsHigher arena score
FLUX.2 Pro1,149.387 arena points
Arena Text to Image: ArtBlind preference from the same prompt, higher is better
GPT Image 1.51,223.911 arena pointsHigher arena score
FLUX.2 Pro1,163.048 arena points
Arena Text to Image: CartoonBlind preference from the same prompt, higher is better
GPT Image 1.51,243.08 arena pointsHigher arena score
FLUX.2 Pro1,161.019 arena points
Arena Text to Image: Commercial designBlind preference from the same prompt, higher is better
GPT Image 1.51,240.908 arena pointsHigher arena score
FLUX.2 Pro1,156.46 arena points
Arena Text to Image: OverallBlind preference from the same prompt, higher is better
GPT Image 1.51,238.658 arena pointsHigher arena score
FLUX.2 Pro1,154.786 arena points
Arena Text to Image: PhotorealismBlind preference from the same prompt, higher is better
GPT Image 1.51,248.785 arena pointsHigher arena score
FLUX.2 Pro1,151.499 arena points
Arena Text to Image: PortraitsBlind preference from the same prompt, higher is better
GPT Image 1.51,261.416 arena pointsHigher arena score
FLUX.2 Pro1,146.513 arena points
Arena Text to Image: Text renderingBlind preference from the same prompt, higher is better
GPT Image 1.51,254.593 arena pointsHigher arena score
FLUX.2 Pro1,156.451 arena points
Arena Image Editing: Multi-image editingBlind preference from the same prompt, higher is better
GPT Image 1.51,341.507 arena pointsHigher arena score
FLUX.2 Pro1,238.237 arena points
Arena Image Editing: OverallBlind preference from the same prompt, higher is better
GPT Image 1.51,370.09 arena pointsHigher arena score
FLUX.2 Pro1,244.29 arena points
Arena benchmark scores for GPT Image 1.5 and FLUX.2 Pro
BenchmarkGPT Image 1.5FLUX.2 ProSource
Text to Image Arena
1,313 EloHigher arena score
Rank 4, 95% confidence interval: ±10, 13,184 ratings
1,211 Elo
Rank 26, 95% confidence interval: ±9, 9,404 ratings
Artificial AnalysisRetrieved 2026-08-15
Image Editing Arena
1,252 EloHigher arena score
Rank 4, 95% confidence interval: ±7, 11,551 ratings
1,172 Elo
Rank 29, 95% confidence interval: ±7, 11,347 ratings
Artificial AnalysisRetrieved 2026-08-15
Arena Text to Image: 3D modeling
1,215.437 arena pointsHigher arena score
Rank 11, 95% confidence interval: ±6.83, 14,763 ratings
1,149.387 arena points
Rank 28, 95% confidence interval: ±6.29, 17,241 ratings
ArenaRetrieved 2026-08-16
Arena Text to Image: Art
1,223.911 arena pointsHigher arena score
Rank 11, 95% confidence interval: ±6.08, 19,937 ratings
1,163.048 arena points
Rank 26, 95% confidence interval: ±5.76, 25,069 ratings
ArenaRetrieved 2026-08-16
Arena Text to Image: Cartoon
1,243.08 arena pointsHigher arena score
Rank 10, 95% confidence interval: ±4.87, 55,661 ratings
1,161.019 arena points
Rank 27, 95% confidence interval: ±4.57, 66,010 ratings
ArenaRetrieved 2026-08-16
Arena Text to Image: Commercial design
1,240.908 arena pointsHigher arena score
Rank 10, 95% confidence interval: ±4.72, 55,926 ratings
1,156.46 arena points
Rank 26, 95% confidence interval: ±4.31, 64,392 ratings
ArenaRetrieved 2026-08-16
Arena Text to Image: Overall
1,238.658 arena pointsHigher arena score
Rank 11, 95% confidence interval: ±3.36, 142,427 ratings
1,154.786 arena points
Rank 26, 95% confidence interval: ±3.06, 175,196 ratings
ArenaRetrieved 2026-08-16
Arena Text to Image: Photorealism
1,248.785 arena pointsHigher arena score
Rank 11, 95% confidence interval: ±4.83, 57,631 ratings
1,151.499 arena points
Rank 30, 95% confidence interval: ±4.29, 74,515 ratings
ArenaRetrieved 2026-08-16
Arena Text to Image: Portraits
1,261.416 arena pointsHigher arena score
Rank 9, 95% confidence interval: ±5.95, 28,153 ratings
1,146.513 arena points
Rank 31, 95% confidence interval: ±5.23, 39,262 ratings
ArenaRetrieved 2026-08-16
Arena Text to Image: Text rendering
1,254.593 arena pointsHigher arena score
Rank 10, 95% confidence interval: ±4.98, 51,503 ratings
1,156.451 arena points
Rank 27, 95% confidence interval: ±4.5, 59,326 ratings
ArenaRetrieved 2026-08-16
Arena Image Editing: Multi-image editing
1,341.507 arena pointsHigher arena score
Rank 9, 95% confidence interval: ±4.04, 164,316 ratings
1,238.237 arena points
Rank 20, 95% confidence interval: ±3.8, 171,464 ratings
ArenaRetrieved 2026-08-16
Arena Image Editing: Overall
1,370.09 arena pointsHigher arena score
Rank 11, 95% confidence interval: ±3.09, 516,635 ratings
1,244.29 arena points
Rank 29, 95% confidence interval: ±2.97, 479,952 ratings
ArenaRetrieved 2026-08-16

Visual comparison

Sample images from documented runs

Our images complement preference data, but do not replace it. The prompt, request count, and selection rule match. Provider resolution, quality tier, randomness, and prompt processing remain visible limitations, so this is not a fully controlled laboratory test.

Largely standardized comparison protocol. Both models receive the same archived prompt, exactly one request, and the first result counts. Files are normalized to 1,024 × 1,024 pixels without cropping. Provider resolution, randomness, quality tier, and prompt processing can still differ. These images are a practical visual test, not a reconstruction of the arena configuration.

Character and detail

Anatomy, clothing, and spatial consistency

GPT Image 1.5, Character and detail
GPT Image 1.5
FLUX.2 Pro, Character and detail
FLUX.2 Pro
Prompt and settings

Create a square cinematic full-body portrait of a fictional bicycle courier waiting under a transparent umbrella at a rainy tram stop in Hamburg at blue hour. She wears a mustard raincoat, navy trousers, red sneakers, a silver helmet, and carries a teal messenger bag. Keep both hands visible, render the bicycle correctly, use realistic wet-street reflections, and include no readable brand names.

GPT Image 1.5. Provider Together, 1024x1024, n=1, seed=provider random, provider default steps, model ID openai/gpt-image-1.5, generated Aug 14, 2026, 12:17 PM. Source
FLUX.2 Pro. Provider Together, 1024x1024, n=1, seed=provider random, provider default steps, model ID black-forest-labs/FLUX.2-pro, generated Aug 14, 2026, 12:30 PM. Source

Protocol gradually-image-comparison-v1, selection rule: first result.

Prompt SHA 256: 985a75b38642a9f0e5e0c0e0c67f1b7f67780d42bd2168fa24e9a7a7a94b0da6

GPT Image 1.5, image SHA 256: 0dff52ccd39400ac66ac8870c9ea937512ff1474688e70118688f420c38c2296

GPT Image 1.5, request SHA 256: 5199631ac6ff07633dd2fb6ab61c918c26e1e02f37e6131828072233ac04527d

FLUX.2 Pro, image SHA 256: 9eec1a6900b6031703d2e797b93c2aba6c5f45b4807b560a0bf1e37eac9e20f2

FLUX.2 Pro, request SHA 256: 8c40a10f47e1407d26ab10f5c9d815e533bce798cf0adf5a9c1e6ddfc3f3584e

Infographic

Numbers, labels, and visual organization

GPT Image 1.5, Infographic
GPT Image 1.5
FLUX.2 Pro, Infographic
FLUX.2 Pro
Prompt and settings

Create a square German infographic titled SO FUNKTIONIERT PHOTOSYNTHESE. Show exactly four numbered steps in this order: 1 LICHT, 2 WASSER, 3 CO₂, 4 ZUCKER + SAUERSTOFF. Use a clean editorial science style with one plant cross-section, simple arrows, high contrast, legible labels, and no other text.

GPT Image 1.5. Provider Together, 1024x1024, n=1, seed=provider random, provider default steps, model ID openai/gpt-image-1.5, generated Aug 14, 2026, 12:17 PM. Source
FLUX.2 Pro. Provider Together, 1024x1024, n=1, seed=provider random, provider default steps, model ID black-forest-labs/FLUX.2-pro, generated Aug 14, 2026, 12:31 PM. Source

Protocol gradually-image-comparison-v1, selection rule: first result.

Prompt SHA 256: ed65cb4e6a51e2336f8b149ad4cbb16e020f07d527ad94362e719d2dcf91d94f

GPT Image 1.5, image SHA 256: 1c9ff59c32621c8b48b002dacb0ae66487262280c7c0a5b3d6456c81b248ebe9

GPT Image 1.5, request SHA 256: 7f1efc9531f1e6bed7d61a11c637add9fd892001aea2bb2781f8d89c79a2eb03

FLUX.2 Pro, image SHA 256: ea47f772cdfa26bf21528ae7e09d245eb7a3be7d3185af15cedd7d21acdfbb09

FLUX.2 Pro, request SHA 256: 9ef85d9cf32f0f9b974eeb0b389c1fbf1403f4e266af0ce98e0ca83da0fe23c1

Product photography

Materials, reflections, and fine details

GPT Image 1.5, Product photography
GPT Image 1.5
FLUX.2 Pro, Product photography
FLUX.2 Pro
Prompt and settings

Create a square premium product photograph of a brushed titanium wristwatch standing upright on dark green marble. The watch has a cream dial, thin black hands set to 10:10, twelve distinct hour markers, a realistic crown, and a dark brown leather strap. Soft window light from the left, controlled reflections, shallow depth of field, no text, no logo, no extra objects.

GPT Image 1.5. Provider Together, 1024x1024, n=1, seed=provider random, provider default steps, model ID openai/gpt-image-1.5, generated Aug 14, 2026, 12:16 PM. Source
FLUX.2 Pro. Provider Together, 1024x1024, n=1, seed=provider random, provider default steps, model ID black-forest-labs/FLUX.2-pro, generated Aug 14, 2026, 12:30 PM. Source

Protocol gradually-image-comparison-v1, selection rule: first result.

Prompt SHA 256: c67fd71e91304458a2feef5c91efa8677260fab0c0099a29a2c52cb579f5b2f3

GPT Image 1.5, image SHA 256: 67cfa2f324447027ceb5f82e9446d40a1395b46ce425890a74606b4d97731cf6

GPT Image 1.5, request SHA 256: c850843a298631a4076c5d2686de8e9d7223534f2b8ca53505f437862718bef9

FLUX.2 Pro, image SHA 256: 4d9b922f59b329c5ac3532222c8e340e7fdcb1920ce6f03ad9299f25a6beec43

FLUX.2 Pro, request SHA 256: 96c65fc91b32da0a02970457fbf90c6928e1f7a5b45177fa3ef08f8bc32c9b82

Typography and layout

Legible text, hierarchy, and composition

GPT Image 1.5, Typography and layout
GPT Image 1.5
FLUX.2 Pro, Typography and layout
FLUX.2 Pro
Prompt and settings

Create a square editorial poster for an imaginary night train called MONDFALTER. Show the exact German headline MONDFALTER and the exact subline BERLIN NACH LISSABON. Use a restrained midnight-blue and warm-cream palette, one stylized moth, strong Swiss-grid typography, generous negative space, and no additional words or logos.

GPT Image 1.5. Provider Together, 1024x1024, n=1, seed=provider random, provider default steps, model ID openai/gpt-image-1.5, generated Aug 14, 2026, 1:59 PM. Source
FLUX.2 Pro. Provider Together, 1024x1024, n=1, seed=provider random, provider default steps, model ID black-forest-labs/FLUX.2-pro, generated Aug 14, 2026, 2:02 PM. Source

Protocol gradually-image-comparison-v1, selection rule: first result.

Prompt SHA 256: 2e012c3d14ee5dd02203a94f394ca80a5038cdebd6032b25a8b8a221f2255419

GPT Image 1.5, image SHA 256: 6a4cec86850fd371b65274198e2bf630b3cf36a096f9fb953d4bfe17c3222ebe

GPT Image 1.5, request SHA 256: 9c3a396aecfcaae3f8a25edbe5c8c44d0d33199d7ba29efda864d2b0221c3250

FLUX.2 Pro, image SHA 256: 5a5d8ccd657d7522bc39fdec4b0aecf198b42c282a5aefde9461239dfe5c0396

FLUX.2 Pro, request SHA 256: 3e170f568fe4b6040423f0df065d9227f586d5da3d911a4251bcc368dfe333c0

How to read this comparison

An Elo score is not a verdict on creativity

A higher arena score means this specific configuration was preferred more often in blind comparisons.

Typography, character consistency, local execution, licensing, and price may matter more to your workload than overall visual appeal.

Prices cover 1,000 images at 1,024 × 1,024 pixels using settings documented by Artificial Analysis. Subscriptions and special rates are excluded.