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Precision Benchmarks

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© 2026 CompareLLM. Public benchmark data aggregated from Arena Elo, LiveBench, SWE-bench & OpenRouter.

Every score has a dated snapshot.

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  3. Seedream 4.0 vs Yi-Large

Pairwise benchmark snapshot · Aug 1, 2026noindex (thin pair)

Seedream 4.0 vs Yi-Large benchmark

Comparing verified benchmark accuracy, speed, and token pricing between Seedream 4.0 and Yi-Large. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Both Seedream 4.0 and Yi-Large present distinct architectural strengths. Compare the verified benchmark matrix below to choose the model tailored to your specific application requirements.
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ByteDance
Seedream 4.0

High-value ByteDance image foundation model at $30/1k images.

v4.0Img Elo 1,225$30/1k imgs
01.AI
Yi-Large

01.AI full-scale dense model for complex instruction following.

Img Elo 1,430

Seedream Series Lineage & Sibling Variants

2 models

Currently comparing Seedream 4.0 vs Yi-Large. Alternative family tiers available.

Active: Seedream 4.0
Seedream 5.0 Pro$90/1k
Top Rival Showdowns for Seedream 4.0
All Matchups
Compare vs:vs GPT Image 2 (High)vs Reve 2.1vs 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

Head-to-Head Comparison

Overall Matchup Breakdown

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

Seedream 4.0 (5)vsYi-Large (0)
Seedream 4.0: 5W (100%)Overall: Seedream 4.0Yi-Large: 0W (0%)
← Seedream 4.0Yi-Large →
🏆Seedream 4.0(3/3)

Visual Quality & Adherence

Arena Preference Elo, prompt fidelity & typography score

Benchmark
Seedream 4.0vsYi-Large
Image Elo
1,225vs—
Prompt adherence
89%vs—
Text rendering
88%vs—
Seedream 4.0: 3WYi-Large: 0W
🏆Seedream 4.0(1/1)

Generation Latency

Time to render full-resolution image snapshot (seconds)

Benchmark
Seedream 4.0vsYi-Large
Generation time
2.8svs—
Seedream 4.0: 1WYi-Large: 0W
🏆Seedream 4.0(1/1)

Cost Efficiency

API inference cost per 1,000 generated images

Benchmark
Seedream 4.0vsYi-Large
Price per 1k images
$30/1kvs—
Seedream 4.0: 1WYi-Large: 0W

Side-by-Side Benchmark Matrix

Image Elo
Seedream 4.01,225
seed-bootstrap · Aug 1, 2026
Yi-Large—
Generation time
Seedream 4.02.8s
seed-bootstrap · Aug 1, 2026
Yi-Large—
Price per 1k images
Seedream 4.0$30/1k
seed-bootstrap · Aug 1, 2026
Yi-Large—
Prompt adherence
Seedream 4.089%
seed-bootstrap · Aug 1, 2026
Yi-Large—
Text rendering
Seedream 4.088%
seed-bootstrap · Aug 1, 2026
Yi-Large—
BenchmarkSeedream 4.0Yi-LargeAdvantage Delta
Image Elo
1,225
seed-bootstrap · Aug 1, 2026
——
Generation time
2.8s
seed-bootstrap · Aug 1, 2026
——
Price per 1k images
$30/1k
seed-bootstrap · Aug 1, 2026
——
Prompt adherence
89%
seed-bootstrap · Aug 1, 2026
——
Text rendering
88%
seed-bootstrap · Aug 1, 2026
——
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 100% with Yi-Large
Monthly Image Production Volume25k images / month (25000 imgs)
Quick Presets:
Seedream 4.0$750.00 / mo
Rate: $30/1k
Yi-Large$0.00 / mo
Rate: $0/1k
Estimated Cost Delta

Yi-Large is estimated to save $750.00/month ($9,000/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 / visionSeedream 4.0

Seedream 4.0 is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatinsufficient dataNeed list prices.
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGinsufficient dataNeed context sizes.
Screenshots / visionSeedream 4.0Seedream 4.0 is the side marked multimodal in the catalog.
Community Sentiment

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
ByteDance

Seedream 4.0

Elo n/a
SWE-bench—
Speed (tok/s)—
Input / 1M Tokens$30/1k
Output / 1M Tokens$30/1k
01.AI

Yi-Large

Elo 1,430
SWE-bench53.8%
Speed (tok/s)90 tok/s
Input / 1M Tokens$0.3/1M
Output / 1M Tokens$0.3/1M

Frequently Asked Questions

Which is better overall, Seedream 4.0 or Yi-Large?
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, Seedream 4.0 or Yi-Large?
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, Seedream 4.0 or Yi-Large?
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. Seedream 4.0 and Yi-Large Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All Seedream 4.0 matchups →|All Yi-Large matchups →
Seedream 4.0 vs Seedream 5.0 Pro (next seed)Yi-Large vs Yi-Lightning (next other)Doubao Pro 1.5 vs Yi-LargeDoubao Lite 1.5 vs Yi-LargeSeed 2.1 Turbo vs Yi-LargeClaude Opus 4.5 vs Yi-Large