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

Anthropic: Claude Sonnet 5 (batch) vs Nano Banana 2 (Gemini 3.1 Flash Image) benchmark

Name: Anthropic: Claude Sonnet 5 (batch) vs Nano Banana 2 (Gemini 3.1 Flash Image) AI benchmark comparison
Creator: CompareLLM
License: https://creativecommons.org/licenses/by/4.0/

Comparing verified benchmark accuracy, speed, and token pricing between Anthropic: Claude Sonnet 5 (batch) 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.

Share Analysis:

Anthropic

Anthropic: Claude Sonnet 5 (batch)

Auto-discovered from OpenRouter (anthropic/claude-sonnet-5:batch). Preview until a second source matches.

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 Anthropic: Claude Sonnet 5 (batch)

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

Head-to-Head Comparison

Overall Matchup Breakdown

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

Anthropic: Claude Sonnet 5 (batch) (0)vsNano Banana 2 (Gemini 3.1 Flash Image) (5)

Anthropic: Claude Sonnet 5 (batch): 0W (0%)Overall: Nano Banana 2 (Gemini 3.1 Flash Image)Nano Banana 2 (Gemini 3.1 Flash Image): 5W (100%)

← Anthropic: Claude Sonnet 5 (batch)Nano 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

Anthropic: Claude Sonnet 5 (batch)vsNano Banana 2 (Gemini 3.1 Flash Image)

Image Elo

—vs1,323

Prompt adherence

—vs93.8%

Text rendering

—vs94.2%

Anthropic: Claude Sonnet 5 (batch): 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

Anthropic: Claude Sonnet 5 (batch)vsNano Banana 2 (Gemini 3.1 Flash Image)

Generation time

—vs2.5s

Anthropic: Claude Sonnet 5 (batch): 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

Anthropic: Claude Sonnet 5 (batch)vsNano Banana 2 (Gemini 3.1 Flash Image)

Price per 1k images

—vs$67/1k

Anthropic: Claude Sonnet 5 (batch): 0WNano Banana 2 (Gemini 3.1 Flash Image): 1W

Side-by-Side Benchmark Matrix

Image Elo

Anthropic: Claude Sonnet 5 (batch)—

Nano Banana 2 (Gemini 3.1 Flash Image)1,323

seed-bootstrap · Aug 1, 2026

Generation time

Anthropic: Claude Sonnet 5 (batch)—

Nano Banana 2 (Gemini 3.1 Flash Image)2.5s

seed-bootstrap · Aug 1, 2026

Price per 1k images

Anthropic: Claude Sonnet 5 (batch)—

Nano Banana 2 (Gemini 3.1 Flash Image)$67/1k

seed-bootstrap · Aug 1, 2026

Prompt adherence

Anthropic: Claude Sonnet 5 (batch)—

Nano Banana 2 (Gemini 3.1 Flash Image)93.8%

seed-bootstrap · Aug 1, 2026

Text rendering

Anthropic: Claude Sonnet 5 (batch)—

Nano Banana 2 (Gemini 3.1 Flash Image)94.2%

seed-bootstrap · Aug 1, 2026

Benchmark	Anthropic: Claude Sonnet 5 (batch)	Nano 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 Anthropic: Claude Sonnet 5 (batch)

Monthly Image Production Volume25k images / month (25000 imgs)

Quick Presets:

Anthropic: Claude Sonnet 5 (batch)$0.00 / mo

Rate: $0/1k

Nano Banana 2 (Gemini 3.1 Flash Image)$1,675.00 / mo

Rate: $67/1k

Estimated Cost Delta

Anthropic: Claude Sonnet 5 (batch) 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 / visionNano Banana 2 (Gemini 3.1 Flash Image)

Nano Banana 2 (Gemini 3.1 Flash Image) 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	Nano Banana 2 (Gemini 3.1 Flash Image)	Nano Banana 2 (Gemini 3.1 Flash Image) is the side marked multimodal in the catalog.

Community Sentiment

Cast Your Matchup Vote

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Community Discussions (0)

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK

Anthropic

Anthropic: Claude Sonnet 5 (batch)

Elo n/a

SWE-bench—

Speed (tok/s)1M

Input / 1M Tokens$1/1M

Output / 1M Tokens$5/1M

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, Anthropic: Claude Sonnet 5 (batch) 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, Anthropic: Claude Sonnet 5 (batch) 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, Anthropic: Claude Sonnet 5 (batch) 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. Anthropic: Claude Sonnet 5 (batch) 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 Anthropic: Claude Sonnet 5 (batch) matchups →|All Nano Banana 2 (Gemini 3.1 Flash Image) matchups →

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)GPT Image 2 (High) vs Nano Banana 2 (Gemini 3.1 Flash Image)Reve 2.1 vs Nano Banana 2 (Gemini 3.1 Flash Image)FLUX.2 [max] vs Nano Banana 2 (Gemini 3.1 Flash Image)FLUX.2 [flex] vs Nano Banana 2 (Gemini 3.1 Flash Image)

Side-by-Side Benchmark Matrix

Image Elo

Anthropic: Claude Sonnet 5 (batch)—

Nano Banana 2 (Gemini 3.1 Flash Image)1,323

seed-bootstrap · Aug 1, 2026

Generation time

Anthropic: Claude Sonnet 5 (batch)—

Nano Banana 2 (Gemini 3.1 Flash Image)2.5s

seed-bootstrap · Aug 1, 2026

Price per 1k images

Anthropic: Claude Sonnet 5 (batch)—

Nano Banana 2 (Gemini 3.1 Flash Image)$67/1k

seed-bootstrap · Aug 1, 2026

Prompt adherence

Anthropic: Claude Sonnet 5 (batch)—

Nano Banana 2 (Gemini 3.1 Flash Image)93.8%

seed-bootstrap · Aug 1, 2026

Text rendering

Anthropic: Claude Sonnet 5 (batch)—

Nano Banana 2 (Gemini 3.1 Flash Image)94.2%

seed-bootstrap · Aug 1, 2026

Benchmark	Anthropic: Claude Sonnet 5 (batch)	Nano 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	—

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 / visionNano Banana 2 (Gemini 3.1 Flash Image)

Nano Banana 2 (Gemini 3.1 Flash Image) 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	Nano Banana 2 (Gemini 3.1 Flash Image)	Nano Banana 2 (Gemini 3.1 Flash Image) is the side marked multimodal in the catalog.

Frequently Asked Questions

Which is better overall, Anthropic: Claude Sonnet 5 (batch) 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, Anthropic: Claude Sonnet 5 (batch) 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, Anthropic: Claude Sonnet 5 (batch) 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. Anthropic: Claude Sonnet 5 (batch) and Nano Banana 2 (Gemini 3.1 Flash Image) Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.