Pairwise benchmark snapshot · Aug 1, 2026

GPT Image 2 (High) vs MAI-Image-2.5-Flash benchmark

Name: GPT Image 2 (High) vs MAI-Image-2.5-Flash AI benchmark comparison
Creator: CompareLLM
License: https://creativecommons.org/licenses/by/4.0/

Comparing verified benchmark accuracy, speed, and token pricing between GPT Image 2 (High) and MAI-Image-2.5-Flash. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Share Analysis:

Verified Head-to-Head Advantage Breakdown

5 direct benchmark disciplines evaluated across capability, speed, and cost

GPT Image 2 (High) (3)MAI-Image-2.5-Flash (2)

GPT Image 2 (High)

3 of 5 Wins

✓Image Elo✓Prompt adherence✓Text rendering

MAI-Image-2.5-Flash

2 of 5 Wins

✓Generation time✓Price per 1k images

OpenAI

Leads 3 of 5 metrics

GPT Image 2 (High)

OpenAI flagship diffusion-transformer image synthesis model with supreme prompt adherence, realistic textures, and complex text composition.

Img Elo 1,372$211/1k imgs

Microsoft AI

Leads 2 of 5 metrics

MAI-Image-2.5-Flash

Cost-optimized Microsoft AI image model delivering sub-2 second responses at $20/1k images.

FlashImg Elo 1,231$20/1k imgs

GPT Image 2 Series Lineage & Sibling Variants

2 models

Currently comparing GPT Image 2 (High) vs MAI-Image-2.5-Flash. Alternative family tiers available.

Active: GPT Image 2 (High)

GPT Image 2 (Low / Fast)$65/1k

Top Rival Showdowns for GPT Image 2 (High)

All Matchups

Compare vs:vs Reve 2.1 vs Nano Banana Pro (Gemini 3 Pro Image)vs FLUX.2 [max]vs Ideogram 4.0 (Quality)vs Recraft V4.1 Utility Pro

Image Quality LeaderGPT Image 2 (High) Wins

GPT Image 2 (High)

Δ 141 Image Elo pts

Generation Speed LeaderMAI-Image-2.5-Flash Wins

MAI-Image-2.5-Flash

1.6s per render

Value per Dollar LeaderMAI-Image-2.5-Flash Wins

MAI-Image-2.5-Flash

$20/1k images

Head-to-Head Comparison

Overall Matchup Breakdown

Category wins across reasoning intelligence, generation speed, and token cost.

GPT Image 2 (High) (3)vsMAI-Image-2.5-Flash (2)

GPT Image 2 (High): 3W (60%)Overall: GPT Image 2 (High)MAI-Image-2.5-Flash: 2W (40%)

← GPT Image 2 (High)MAI-Image-2.5-Flash →

🏆GPT Image 2 (High)(3/3)

Visual Quality & Adherence

Arena Preference Elo, prompt fidelity & typography score

Benchmark

GPT Image 2 (High)vsMAI-Image-2.5-Flash

Image Elo

1,372vs1,231+141

Prompt adherence

94.5%vs88.5%+6%

Text rendering

95%vs89%+6%

GPT Image 2 (High): 3WMAI-Image-2.5-Flash: 0W

🏆MAI-Image-2.5-Flash(1/1)

Generation Latency

Time to render full-resolution image snapshot (seconds)

Benchmark

GPT Image 2 (High)vsMAI-Image-2.5-Flash

Generation time

4.8svs1.6s+3.2s

GPT Image 2 (High): 0WMAI-Image-2.5-Flash: 1W

🏆MAI-Image-2.5-Flash(1/1)

Cost Efficiency

API inference cost per 1,000 generated images

Benchmark

GPT Image 2 (High)vsMAI-Image-2.5-Flash

Price per 1k images

$211/1kvs$20/1k+$191/1k

GPT Image 2 (High): 0WMAI-Image-2.5-Flash: 1W

Side-by-Side Benchmark Matrix

Image Elo+141

GPT Image 2 (High)1,372

seed-bootstrap · Aug 1, 2026

MAI-Image-2.5-Flash1,231

seed-bootstrap · Aug 1, 2026

Generation time+3.2s

GPT Image 2 (High)4.8s

seed-bootstrap · Aug 1, 2026

MAI-Image-2.5-Flash1.6s

seed-bootstrap · Aug 1, 2026

Price per 1k images+$191/1k

GPT Image 2 (High)$211/1k

seed-bootstrap · Aug 1, 2026

MAI-Image-2.5-Flash$20/1k

seed-bootstrap · Aug 1, 2026

Prompt adherence+6%

GPT Image 2 (High)94.5%

seed-bootstrap · Aug 1, 2026

MAI-Image-2.5-Flash88.5%

seed-bootstrap · Aug 1, 2026

Text rendering+6%

GPT Image 2 (High)95%

seed-bootstrap · Aug 1, 2026

MAI-Image-2.5-Flash89%

seed-bootstrap · Aug 1, 2026

Benchmark	GPT Image 2 (High)	MAI-Image-2.5-Flash	Advantage Delta
Image Elo	1,372 seed-bootstrap · Aug 1, 2026	1,231 seed-bootstrap · Aug 1, 2026	+141
Generation time	4.8s seed-bootstrap · Aug 1, 2026	1.6s seed-bootstrap · Aug 1, 2026	+3.2s
Price per 1k images	$211/1k seed-bootstrap · Aug 1, 2026	$20/1k seed-bootstrap · Aug 1, 2026	+$191/1k
Prompt adherence	94.5% seed-bootstrap · Aug 1, 2026	88.5% seed-bootstrap · Aug 1, 2026	+6%
Text rendering	95% seed-bootstrap · Aug 1, 2026	89% seed-bootstrap · Aug 1, 2026	+6%

Interactive Simulator (USD)

Workload Cost & Savings Calculator

Simulate monthly production API costs in USD (US Dollar).

Save up to 91% with MAI-Image-2.5-Flash

Monthly Image Production Volume25k images / month (25000 imgs)

Quick Presets:

GPT Image 2 (High)$5,275.00 / mo

Rate: $211/1k

MAI-Image-2.5-Flash$500.00 / mo

Rate: $20/1k

Estimated Cost Delta

MAI-Image-2.5-Flash is estimated to save $4,775.00/month ($57,300/year).

Based on 25k images generated

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatinsufficient data

Need list prices.

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGinsufficient data

Need context sizes.

Screenshots / visioninsufficient data

Both accept images. Defaulting to the higher-Elo side (undefined).

Target Workload	Recommended Pick	Evaluation Rationale
Repo / coding agents	insufficient data	Need SWE-bench on both sides.
High-volume chat	insufficient data	Need list prices.
Voice / low-latency UI	insufficient data	Need TTFT on both sides.
Long-document RAG	insufficient data	Need context sizes.
Screenshots / vision	insufficient data	Both accept images. Defaulting to the higher-Elo side (undefined).

Community Sentiment

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK

OpenAI

GPT Image 2 (High)

Elo n/a

SWE-bench—

Speed (tok/s)—

Input / 1M Tokens$211/1k

Output / 1M Tokens$211/1k

Microsoft AI

MAI-Image-2.5-Flash

Elo n/a

SWE-bench—

Speed (tok/s)—

Input / 1M Tokens$20/1k

Output / 1M Tokens$20/1k

Frequently Asked Questions

Which is better overall, GPT Image 2 (High) or MAI-Image-2.5-Flash?: We do not have preference Elo for both models, so we do not declare an overall winner. Compare the metrics that exist.
Which is better at coding, GPT Image 2 (High) or MAI-Image-2.5-Flash?: SWE-bench is missing for at least one model, so we do not rank coding from a single number.
Which is cheaper to run in production?: List prices are missing for at least one model.
Which is faster, GPT Image 2 (High) or MAI-Image-2.5-Flash?: We do not have TTFT for both models.
Which has the larger context window?: Context window is missing for at least one model.
Can I self-host either model?: Neither model is marked open-weights here. You are comparing hosted APIs.
Are these scores from CompareLLM’s own evals?: No. V1 aggregates public leaderboards (and optional first-party latency pings). Each cell names its source and date. Read /methodology.
What does preference Elo mean on this page?: Preference Elo is a crowd vote from LMArena / Arena. People see two hidden answers and pick the one they like more. The model that wins more often gets a higher Elo. That means people preferred it — not that it passed a school test. It is not SWE-bench, not accuracy, and not a number we invent. GPT Image 2 (High) and MAI-Image-2.5-Flash Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All GPT Image 2 (High) matchups →|All MAI-Image-2.5-Flash matchups →

GPT Image 2 (High) vs GPT Image 1.5 (previous gpt-image)GPT Image 2 (High) vs GPT Image 2 (Low / Fast) (next gpt-image)MAI-Image-2.5-Flash vs MAI-Image-2.5 (previous other)GPT Image 2 (Low / Fast) vs MAI-Image-2.5-Flash GPT Image 1.5 vs MAI-Image-2.5-Flash DALL-E 3 vs MAI-Image-2.5-Flash

Benchmark

GPT Image 2 (High)

MAI-Image-2.5-Flash

Advantage Delta

Image Elo

1,372

seed-bootstrap · Aug 1, 2026

1,231

seed-bootstrap · Aug 1, 2026

+141

Generation time

4.8s

seed-bootstrap · Aug 1, 2026

1.6s

seed-bootstrap · Aug 1, 2026

+3.2s

Price per 1k images

$211/1k

seed-bootstrap · Aug 1, 2026

$20/1k

seed-bootstrap · Aug 1, 2026

+$191/1k

Prompt adherence

94.5%

seed-bootstrap · Aug 1, 2026

88.5%

seed-bootstrap · Aug 1, 2026

+6%

Text rendering

95%

seed-bootstrap · Aug 1, 2026

89%

seed-bootstrap · Aug 1, 2026

+6%

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatinsufficient data

Need list prices.

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGinsufficient data

Need context sizes.

Screenshots / visioninsufficient data

Both accept images. Defaulting to the higher-Elo side (undefined).

Target Workload	Recommended Pick	Evaluation Rationale
Repo / coding agents	insufficient data	Need SWE-bench on both sides.
High-volume chat	insufficient data	Need list prices.
Voice / low-latency UI	insufficient data	Need TTFT on both sides.
Long-document RAG	insufficient data	Need context sizes.
Screenshots / vision	insufficient data	Both accept images. Defaulting to the higher-Elo side (undefined).

Frequently Asked Questions

Which is better overall, GPT Image 2 (High) or MAI-Image-2.5-Flash?

We do not have preference Elo for both models, so we do not declare an overall winner. Compare the metrics that exist.

Which is better at coding, GPT Image 2 (High) or MAI-Image-2.5-Flash?

SWE-bench is missing for at least one model, so we do not rank coding from a single number.

Which is cheaper to run in production?

List prices are missing for at least one model.

Which is faster, GPT Image 2 (High) or MAI-Image-2.5-Flash?

We do not have TTFT for both models.

Which has the larger context window?

Context window is missing for at least one model.

Can I self-host either model?

Neither model is marked open-weights here. You are comparing hosted APIs.

Are these scores from CompareLLM’s own evals?

No. V1 aggregates public leaderboards (and optional first-party latency pings). Each cell names its source and date. Read /methodology.

What does preference Elo mean on this page?

Preference Elo is a crowd vote from LMArena / Arena. People see two hidden answers and pick the one they like more. The model that wins more often gets a higher Elo. That means people preferred it — not that it passed a school test. It is not SWE-bench, not accuracy, and not a number we invent. GPT Image 2 (High) and MAI-Image-2.5-Flash Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.