Pairwise benchmark snapshot · Aug 17, 2026noindex (thin pair)

MAI-Image-2.5-Flash vs ByteDance Seed: Seed 1.6 benchmark

Name: MAI-Image-2.5-Flash vs ByteDance Seed: Seed 1.6 AI benchmark comparison
Creator: CompareLLM
License: https://creativecommons.org/licenses/by/4.0/

Comparing verified benchmark accuracy, speed, and token pricing between MAI-Image-2.5-Flash and ByteDance Seed: Seed 1.6. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

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Executive Verdict Summary

MAI-Image-2.5-Flash holds empirical advantage (0 of 0 metrics)

Coding / SWESWE-bench

MAI-Image-2.5-FlashTop code solve rate

ReasoningGPQA / Live

MAI-Image-2.5-FlashTop logical accuracy

Best Value$/1M Tok

ByteDance Seed: Seed 1.6Lowest API billing cost

Speed / TokTok/Sec

MAI-Image-2.5-FlashFastest stream rate

Microsoft AI

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

bytedance-seed

ByteDance Seed: Seed 1.6

Auto-discovered from OpenRouter (bytedance-seed/seed-1.6). Preview until a second source matches.

MAI-Image Series Lineage & Sibling Variants

2 models

Currently comparing MAI-Image-2.5-Flash vs ByteDance Seed: Seed 1.6. Alternative family tiers available.

Active: MAI-Image-2.5-Flash

MAI-Image-2.5$48.1/1k

Top Rival Showdowns for MAI-Image-2.5-Flash

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 Leader

No shared data

Single model data

Generation Speed Leader

No shared data

No latency data

Value per Dollar Leader

No shared data

Unpriced

Overall Matchup Breakdown

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

MAI-Image-2.5-Flash (5)vsByteDance Seed: Seed 1.6 (0)

MAI-Image-2.5-Flash: 5W (100%)ByteDance Seed: Seed 1.6: 0W (0%)

← MAI-Image-2.5-FlashByteDance Seed: Seed 1.6 →

🏆MAI-Image-2.5-Flash Leads(3/3)

Visual Quality & Adherence

Arena Preference Elo, prompt fidelity & typography score

Benchmark

MAI-Image-2.5-FlashvsByteDance Seed: Seed 1.6

Image Elo

1,231vs—

Prompt adherence

88.5%vs—

Text rendering

89%vs—

MAI-Image-2.5-Flash: 3WByteDance Seed: Seed 1.6: 0W

🏆MAI-Image-2.5-Flash Leads(1/1)

Generation Latency

Time to render full-resolution image snapshot (seconds)

Benchmark

MAI-Image-2.5-FlashvsByteDance Seed: Seed 1.6

Generation time

1.6svs—

MAI-Image-2.5-Flash: 1WByteDance Seed: Seed 1.6: 0W

🏆MAI-Image-2.5-Flash Leads(1/1)

Cost Efficiency

API inference cost per 1,000 generated images

Benchmark

MAI-Image-2.5-FlashvsByteDance Seed: Seed 1.6

Price per 1k images

$20/1kvs—

MAI-Image-2.5-Flash: 1WByteDance Seed: Seed 1.6: 0W

Side-by-Side Benchmark Matrix

MAI-Image-2.5-FlashByteDance Seed: Seed 1.6

Image Elo

MAI-Image-2.5-Flash1,231

ByteDance Seed: Seed 1.6—

Generation time

MAI-Image-2.5-Flash1.6s

ByteDance Seed: Seed 1.6—

Price per 1k images

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

ByteDance Seed: Seed 1.6—

Prompt adherence

MAI-Image-2.5-Flash88.5%

ByteDance Seed: Seed 1.6—

Text rendering

MAI-Image-2.5-Flash89%

ByteDance Seed: Seed 1.6—

Benchmark	MAI-Image-2.5-Flash	ByteDance Seed: Seed 1.6	Advantage Delta
Image Elo	1,231 seed-bootstrap · Aug 1, 2026	—	—
Generation time	1.6s seed-bootstrap · Aug 1, 2026	—	—
Price per 1k images	$20/1k seed-bootstrap · Aug 1, 2026	—	—
Prompt adherence	88.5% seed-bootstrap · Aug 1, 2026	—	—
Text rendering	89% seed-bootstrap · Aug 1, 2026	—	—

Workload Cost & Savings Calculator

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

Save 100% with ByteDance Seed: Seed 1.6

Monthly Image Production Volume25k images / month (25000 imgs)

Quick Presets:

MAI-Image-2.5-Flash$500.00 / mo

Rate: $20/1k

ByteDance Seed: Seed 1.6$0.00 / mo

Rate: $0/1k

Estimated Cost Delta

ByteDance Seed: Seed 1.6 is estimated to save $500.00/month ($6,000/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 / visionMAI-Image-2.5-Flash

MAI-Image-2.5-Flash is the side marked multimodal in the catalog.

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	MAI-Image-2.5-Flash	MAI-Image-2.5-Flash is the side marked multimodal in the catalog.

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

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

bytedance-seed

ByteDance Seed: Seed 1.6

Elo n/a

SWE-bench—

Speed (tok/s)262k

Input / 1M Tokens$0.25/1M

Output / 1M Tokens$2/1M

Frequently Asked Questions

Which is better overall, MAI-Image-2.5-Flash or ByteDance Seed: Seed 1.6?: 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, MAI-Image-2.5-Flash or ByteDance Seed: Seed 1.6?: 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, MAI-Image-2.5-Flash or ByteDance Seed: Seed 1.6?: 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. MAI-Image-2.5-Flash and ByteDance Seed: Seed 1.6 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All MAI-Image-2.5-Flash matchups →|All ByteDance Seed: Seed 1.6 matchups →

MAI-Image-2.5-Flash vs MAI-Image-2.5 (previous other)

Side-by-Side Benchmark Matrix

MAI-Image-2.5-FlashByteDance Seed: Seed 1.6

Image Elo

MAI-Image-2.5-Flash1,231

ByteDance Seed: Seed 1.6—

Generation time

MAI-Image-2.5-Flash1.6s

ByteDance Seed: Seed 1.6—

Price per 1k images

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

ByteDance Seed: Seed 1.6—

Prompt adherence

MAI-Image-2.5-Flash88.5%

ByteDance Seed: Seed 1.6—

Text rendering

MAI-Image-2.5-Flash89%

ByteDance Seed: Seed 1.6—

Benchmark	MAI-Image-2.5-Flash	ByteDance Seed: Seed 1.6	Advantage Delta
Image Elo	1,231 seed-bootstrap · Aug 1, 2026	—	—
Generation time	1.6s seed-bootstrap · Aug 1, 2026	—	—
Price per 1k images	$20/1k seed-bootstrap · Aug 1, 2026	—	—
Prompt adherence	88.5% seed-bootstrap · Aug 1, 2026	—	—
Text rendering	89% seed-bootstrap · Aug 1, 2026	—	—

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 / visionMAI-Image-2.5-Flash

MAI-Image-2.5-Flash is the side marked multimodal in the catalog.

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	MAI-Image-2.5-Flash	MAI-Image-2.5-Flash is the side marked multimodal in the catalog.

Frequently Asked Questions

Which is better overall, MAI-Image-2.5-Flash or ByteDance Seed: Seed 1.6?

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, MAI-Image-2.5-Flash or ByteDance Seed: Seed 1.6?

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, MAI-Image-2.5-Flash or ByteDance Seed: Seed 1.6?

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. MAI-Image-2.5-Flash and ByteDance Seed: Seed 1.6 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.