Pairwise benchmark snapshot · Aug 1, 2026

Luma UNI 1 Max vs MAI-Image-2.5 benchmark

Name: Luma UNI 1 Max vs MAI-Image-2.5 AI benchmark comparison
Creator: CompareLLM
License: https://creativecommons.org/licenses/by/4.0/

Comparing verified benchmark accuracy, speed, and token pricing between Luma UNI 1 Max and MAI-Image-2.5. 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

Luma UNI 1 Max (0)MAI-Image-2.5 (5)

Luma UNI 1 Max

0 of 5 Wins

Competitive baseline across remaining benchmarks

MAI-Image-2.5

5 of 5 Wins

✓Image Elo✓Generation time✓Price per 1k images✓Prompt adherence✓Text rendering

Luma Labs

Luma UNI 1 Max

Luma Labs universal 3D-aware image synthesis engine with spatial geometry consistency.

Img Elo 1,226$100/1k imgs

Microsoft AI

Leads 5 of 5 metrics

MAI-Image-2.5

Microsoft AI proprietary foundation image model for Copilot Studio and enterprise creative workflows.

Img Elo 1,307$48.1/1k imgs

Top Rival Showdowns for Luma UNI 1 Max

All Matchups

Compare vs:vs GPT Image 2 (High)vs Reve 2.1 vs Nano Banana Pro (Gemini 3 Pro Image)vs FLUX.2 [max]vs Ideogram 4.0 (Quality)

Image Quality LeaderMAI-Image-2.5 Wins

MAI-Image-2.5

Δ 81 Image Elo pts

Generation Speed LeaderMAI-Image-2.5 Wins

MAI-Image-2.5

3.8s per render

Value per Dollar LeaderMAI-Image-2.5 Wins

MAI-Image-2.5

$48.1/1k images

Head-to-Head Comparison

Overall Matchup Breakdown

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

Luma UNI 1 Max (0)vsMAI-Image-2.5 (5)

Luma UNI 1 Max: 0W (0%)Overall: MAI-Image-2.5MAI-Image-2.5: 5W (100%)

← Luma UNI 1 MaxMAI-Image-2.5 →

🏆MAI-Image-2.5(3/3)

Visual Quality & Adherence

Arena Preference Elo, prompt fidelity & typography score

Benchmark

Luma UNI 1 MaxvsMAI-Image-2.5

Image Elo

1,226vs1,307+81

Prompt adherence

90.2%vs92%+1.8%

Text rendering

90%vs93%+3%

Luma UNI 1 Max: 0WMAI-Image-2.5: 3W

🏆MAI-Image-2.5(1/1)

Generation Latency

Time to render full-resolution image snapshot (seconds)

Benchmark

Luma UNI 1 MaxvsMAI-Image-2.5

Generation time

4.4svs3.8s+0.6s

Luma UNI 1 Max: 0WMAI-Image-2.5: 1W

🏆MAI-Image-2.5(1/1)

Cost Efficiency

API inference cost per 1,000 generated images

Benchmark

Luma UNI 1 MaxvsMAI-Image-2.5

Price per 1k images

$100/1kvs$48.1/1k+$51.9/1k

Luma UNI 1 Max: 0WMAI-Image-2.5: 1W

Side-by-Side Benchmark Matrix

Image Elo+81

Luma UNI 1 Max1,226

seed-bootstrap · Aug 1, 2026

MAI-Image-2.51,307

seed-bootstrap · Aug 1, 2026

Generation time+0.6s

Luma UNI 1 Max4.4s

seed-bootstrap · Aug 1, 2026

MAI-Image-2.53.8s

seed-bootstrap · Aug 1, 2026

Price per 1k images+$51.9/1k

Luma UNI 1 Max$100/1k

seed-bootstrap · Aug 1, 2026

MAI-Image-2.5$48.1/1k

seed-bootstrap · Aug 1, 2026

Prompt adherence+1.8%

Luma UNI 1 Max90.2%

seed-bootstrap · Aug 1, 2026

MAI-Image-2.592%

seed-bootstrap · Aug 1, 2026

Text rendering+3%

Luma UNI 1 Max90%

seed-bootstrap · Aug 1, 2026

MAI-Image-2.593%

seed-bootstrap · Aug 1, 2026

Benchmark	Luma UNI 1 Max	MAI-Image-2.5	Advantage Delta
Image Elo	1,226 seed-bootstrap · Aug 1, 2026	1,307 seed-bootstrap · Aug 1, 2026	+81
Generation time	4.4s seed-bootstrap · Aug 1, 2026	3.8s seed-bootstrap · Aug 1, 2026	+0.6s
Price per 1k images	$100/1k seed-bootstrap · Aug 1, 2026	$48.1/1k seed-bootstrap · Aug 1, 2026	+$51.9/1k
Prompt adherence	90.2% seed-bootstrap · Aug 1, 2026	92% seed-bootstrap · Aug 1, 2026	+1.8%
Text rendering	90% seed-bootstrap · Aug 1, 2026	93% seed-bootstrap · Aug 1, 2026	+3%

Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 52% with MAI-Image-2.5

Monthly Image Production Volume25k images / month (25000 imgs)

Quick Presets:

Luma UNI 1 Max$2,500.00 / mo

Rate: $100/1k

MAI-Image-2.5$1,202.50 / mo

Rate: $48.1/1k

Estimated Cost Delta

MAI-Image-2.5 is estimated to save $1,297.50/month ($15,570/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

Cast Your Matchup Vote

0 total votes

Community Discussions (0)

No comments posted on this matchup yet. Be the first to share an evaluation note!

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK

Luma Labs

Luma UNI 1 Max

Elo n/a

SWE-bench—

Speed (tok/s)—

Input / 1M Tokens$100/1k

Output / 1M Tokens$100/1k

Microsoft AI

MAI-Image-2.5

Elo n/a

SWE-bench—

Speed (tok/s)—

Input / 1M Tokens$48.1/1k

Output / 1M Tokens$48.1/1k

Frequently Asked Questions

Which is better overall, Luma UNI 1 Max or MAI-Image-2.5?: 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, Luma UNI 1 Max or MAI-Image-2.5?: 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, Luma UNI 1 Max or MAI-Image-2.5?: 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. Luma UNI 1 Max and MAI-Image-2.5 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All Luma UNI 1 Max matchups →|All MAI-Image-2.5 matchups →

Luma UNI 1 Max vs HiDream-O1-Image-1.5 (next other)MAI-Image-2.5 vs HiDream-O1-Image-1.5 (previous other)MAI-Image-2.5 vs MAI-Image-2.5-Flash (next other)GPT Image 2 (High) vs MAI-Image-2.5 Reve 2.1 vs MAI-Image-2.5 Nano Banana Pro (Gemini 3 Pro Image) vs MAI-Image-2.5

Benchmark

Luma UNI 1 Max

MAI-Image-2.5

Advantage Delta

Image Elo

1,226

seed-bootstrap · Aug 1, 2026

1,307

seed-bootstrap · Aug 1, 2026

+81

Generation time

4.4s

seed-bootstrap · Aug 1, 2026

3.8s

seed-bootstrap · Aug 1, 2026

+0.6s

Price per 1k images

$100/1k

seed-bootstrap · Aug 1, 2026

$48.1/1k

seed-bootstrap · Aug 1, 2026

+$51.9/1k

Prompt adherence

90.2%

seed-bootstrap · Aug 1, 2026

92%

seed-bootstrap · Aug 1, 2026

+1.8%

Text rendering

90%

seed-bootstrap · Aug 1, 2026

93%

seed-bootstrap · Aug 1, 2026

+3%

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, Luma UNI 1 Max or MAI-Image-2.5?

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, Luma UNI 1 Max or MAI-Image-2.5?

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, Luma UNI 1 Max or MAI-Image-2.5?

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. Luma UNI 1 Max and MAI-Image-2.5 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.