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Every score has a dated snapshot.

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  3. Ernie 4.5 Turbo vs Nano Banana 2 (Gemini 3.1 Flash Image)

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

Ernie 4.5 Turbo vs Nano Banana 2 (Gemini 3.1 Flash Image) benchmark

Comparing verified benchmark accuracy, speed, and token pricing between Ernie 4.5 Turbo and Nano Banana 2 (Gemini 3.1 Flash Image). Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Both Ernie 4.5 Turbo and Nano Banana 2 (Gemini 3.1 Flash Image) present distinct architectural strengths. Compare the verified benchmark matrix below to choose the model tailored to your specific application requirements.
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Baidu
Ernie 4.5 Turbo

Baidu current multimodal enterprise foundation model with broad Chinese knowledge.

Img Elo 1,450
Google
Nano Banana 2 (Gemini 3.1 Flash Image)

Google high-speed multimodal generative model delivering top Elo performance at half the latency and cost of Pro.

Flash ImageImg Elo 1,323$67/1k imgs
Top Rival Showdowns for Ernie 4.5 Turbo
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.

Ernie 4.5 Turbo (0)vsNano Banana 2 (Gemini 3.1 Flash Image) (5)
Ernie 4.5 Turbo: 0W (0%)Overall: Nano Banana 2 (Gemini 3.1 Flash Image)Nano Banana 2 (Gemini 3.1 Flash Image): 5W (100%)
← Ernie 4.5 TurboNano Banana 2 (Gemini 3.1 Flash Image) →
🏆Nano Banana 2 (Gemini 3.1 Flash Image)(3/3)

Visual Quality & Adherence

Arena Preference Elo, prompt fidelity & typography score

Benchmark
Ernie 4.5 TurbovsNano Banana 2 (Gemini 3.1 Flash Image)
Image Elo
—vs1,323
Prompt adherence
—vs93.8%
Text rendering
—vs94.2%
Ernie 4.5 Turbo: 0WNano Banana 2 (Gemini 3.1 Flash Image): 3W
🏆Nano Banana 2 (Gemini 3.1 Flash Image)(1/1)

Generation Latency

Time to render full-resolution image snapshot (seconds)

Benchmark
Ernie 4.5 TurbovsNano Banana 2 (Gemini 3.1 Flash Image)
Generation time
—vs2.5s
Ernie 4.5 Turbo: 0WNano Banana 2 (Gemini 3.1 Flash Image): 1W
🏆Nano Banana 2 (Gemini 3.1 Flash Image)(1/1)

Cost Efficiency

API inference cost per 1,000 generated images

Benchmark
Ernie 4.5 TurbovsNano Banana 2 (Gemini 3.1 Flash Image)
Price per 1k images
—vs$67/1k
Ernie 4.5 Turbo: 0WNano Banana 2 (Gemini 3.1 Flash Image): 1W

Side-by-Side Benchmark Matrix

Image Elo
Ernie 4.5 Turbo—
Nano Banana 2 (Gemini 3.1 Flash Image)1,323
seed-bootstrap · Aug 1, 2026
Generation time
Ernie 4.5 Turbo—
Nano Banana 2 (Gemini 3.1 Flash Image)2.5s
seed-bootstrap · Aug 1, 2026
Price per 1k images
Ernie 4.5 Turbo—
Nano Banana 2 (Gemini 3.1 Flash Image)$67/1k
seed-bootstrap · Aug 1, 2026
Prompt adherence
Ernie 4.5 Turbo—
Nano Banana 2 (Gemini 3.1 Flash Image)93.8%
seed-bootstrap · Aug 1, 2026
Text rendering
Ernie 4.5 Turbo—
Nano Banana 2 (Gemini 3.1 Flash Image)94.2%
seed-bootstrap · Aug 1, 2026
BenchmarkErnie 4.5 TurboNano Banana 2 (Gemini 3.1 Flash Image)Advantage Delta
Image Elo—
1,323
seed-bootstrap · Aug 1, 2026
—
Generation time—
2.5s
seed-bootstrap · Aug 1, 2026
—
Price per 1k images—
$67/1k
seed-bootstrap · Aug 1, 2026
—
Prompt adherence—
93.8%
seed-bootstrap · Aug 1, 2026
—
Text rendering—
94.2%
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 Ernie 4.5 Turbo
Monthly Image Production Volume25k images / month (25000 imgs)
Quick Presets:
Ernie 4.5 Turbo$0.00 / mo
Rate: $0/1k
Nano Banana 2 (Gemini 3.1 Flash Image)$1,675.00 / mo
Rate: $67/1k
Estimated Cost Delta

Ernie 4.5 Turbo is estimated to save $1,675.00/month ($20,100/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 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 / visioninsufficient dataBoth 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
VS
Baidu

Ernie 4.5 Turbo

Elo 1,450
SWE-bench57%
Speed (tok/s)95 tok/s
Input / 1M Tokens$0.3/1M
Output / 1M Tokens$1.2/1M
Google

Nano Banana 2 (Gemini 3.1 Flash Image)

Elo n/a
SWE-bench—
Speed (tok/s)—
Input / 1M Tokens$67/1k
Output / 1M Tokens$67/1k

Frequently Asked Questions

Which is better overall, Ernie 4.5 Turbo or Nano Banana 2 (Gemini 3.1 Flash Image)?
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, Ernie 4.5 Turbo or Nano Banana 2 (Gemini 3.1 Flash Image)?
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, Ernie 4.5 Turbo or Nano Banana 2 (Gemini 3.1 Flash Image)?
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. Ernie 4.5 Turbo and Nano Banana 2 (Gemini 3.1 Flash Image) Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All Ernie 4.5 Turbo matchups →|All Nano Banana 2 (Gemini 3.1 Flash Image) matchups →
Ernie 4.5 Turbo vs Yi-Lightning (previous other)Nano Banana 2 (Gemini 3.1 Flash Image) vs Nano Banana Pro (Gemini 3 Pro Image) (previous nano-banana)Nano Banana 2 (Gemini 3.1 Flash Image) vs Nano Banana 2 Lite (next nano-banana)Gemini 2.0 Flash Thinking vs Ernie 4.5 TurboGemini 3 Flash vs Ernie 4.5 TurboGemini 3.6 Flash vs Ernie 4.5 Turbo