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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. Claude Sonnet 5 vs GPT Image 2 (High)

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

Claude Sonnet 5 vs GPT Image 2 (High) benchmark

Comparing verified benchmark accuracy, speed, and token pricing between Claude Sonnet 5 and GPT Image 2 (High). Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Both Claude Sonnet 5 and GPT Image 2 (High) present distinct architectural strengths. Compare the verified benchmark matrix below to choose the model tailored to your specific application requirements.
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Anthropic
Claude Sonnet 5

Anthropic workhorse. Official $2/$10 per 1M tokens made permanent on Aug 10 2026.

Sonnet 5Img Elo 1,556
OpenAI
GPT Image 2 (High)

OpenAI flagship diffusion-transformer image synthesis model with supreme prompt adherence, realistic textures, and complex text composition.

Img Elo 1,372$211/1k imgs

Claude 5 Series Family & Variants (3)

Speed, cost, and intelligence tradeoffs across the Anthropic lineup

vs Base Model
Claude Opus 5
Anthropic
Base Model
ReasoningFast Route
Elo1624
Speed72 t/s
In /1M$10
Out /1M$50
View specs →vs this
Claude Fable 5
Anthropic
Fable 5 (X-High Reasoning)
Reasoning
Elo1616
Speed58 t/s
In /1M$10
Out /1M$50
-8 Elo0% price0.8x speed
View specs →vs this
Claude Sonnet 5
Anthropic
Sonnet 5
Elo1556
Speed118 t/s
In /1M$2
Out /1M$10
-68 Elo-80% price1.6x speed
Selected
Top Rival Showdowns for Claude Sonnet 5
All Matchups
Compare vs:vs GPT Image 2 (Low / Fast)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.

Claude Sonnet 5 (0)vsGPT Image 2 (High) (5)
Claude Sonnet 5: 0W (0%)Overall: GPT Image 2 (High)GPT Image 2 (High): 5W (100%)
← Claude Sonnet 5GPT Image 2 (High) →
GPT Image 2 (High) (3/3)

Visual Quality & Adherence

Arena Preference Elo, prompt fidelity & typography score

Image Elo
—vs1,372
Prompt adherence
—vs94.5%
Text rendering
—vs95%
Claude Sonnet 5: 0WGPT Image 2 (High): 3W
GPT Image 2 (High) (1/1)

Generation Latency

Time to render full-resolution image snapshot (seconds)

Generation time
—vs4.8s
Claude Sonnet 5: 0WGPT Image 2 (High): 1W
GPT Image 2 (High) (1/1)

Cost Efficiency

API inference cost per 1,000 generated images

Price per 1k images
—vs$211/1k
Claude Sonnet 5: 0WGPT Image 2 (High): 1W

Side-by-Side Benchmark Matrix

Image Elo
Claude Sonnet 5—
GPT Image 2 (High)1,372
seed-bootstrap · Aug 1, 2026
Generation time
Claude Sonnet 5—
GPT Image 2 (High)4.8s
seed-bootstrap · Aug 1, 2026
Price per 1k images
Claude Sonnet 5—
GPT Image 2 (High)$211/1k
seed-bootstrap · Aug 1, 2026
Prompt adherence
Claude Sonnet 5—
GPT Image 2 (High)94.5%
seed-bootstrap · Aug 1, 2026
Text rendering
Claude Sonnet 5—
GPT Image 2 (High)95%
seed-bootstrap · Aug 1, 2026
BenchmarkClaude Sonnet 5GPT Image 2 (High)Advantage Delta
Image Elo—
1,372
seed-bootstrap · Aug 1, 2026
—
Generation time—
4.8s
seed-bootstrap · Aug 1, 2026
—
Price per 1k images—
$211/1k
seed-bootstrap · Aug 1, 2026
—
Prompt adherence—
94.5%
seed-bootstrap · Aug 1, 2026
—
Text rendering—
95%
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 Claude Sonnet 5
Monthly Image Production Volume25k images / month (25000 imgs)
Quick Presets:
Claude Sonnet 5$0.00 / mo
Rate: $0/1k
GPT Image 2 (High)$5,275.00 / mo
Rate: $211/1k
Estimated Cost Delta

Claude Sonnet 5 is estimated to save $5,275.00/month ($63,300/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).

Related Editorial Dispatches & Benchmark Notes

View all news
compareAug 10, 2026

Sonnet vs Opus in 2026: same family, different invoice

Usually Sonnet 5 vs Opus 5. Coding delta versus output $/1M. The workhorse question.

priceAug 10, 2026

Claude Sonnet 5 at $2/$10: the 2026 Anthropic workhorse

Aug 10 2026 made the $2/$10 list permanent. Sonnet is the default Claude unless the repo is actually on fire.

launchFeb 18, 2026

Claude Sonnet 4.5 is the previous workhorse — still a valid vs baseline

Most of Opus 4.5 coding at a mid-tier price. Sonnet 5 replaced it as the buy; 4.5 remains a compare baseline.

Community Sentiment

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The real PNG is generated at /compare/claude-sonnet-5-vs-gpt-image-2-high/opengraph-image for crawlers.

PNG

CompareLLM Matrix

Verified head-to-head card

LIVE
VS
Anthropic

Claude Sonnet 5

Elo 1,556
LiveBench70.4%
SWE-bench73.8%
Speed118 tok/s
Output cost$10/1M
OpenAI

GPT Image 2 (High)

Elo n/a
LiveBench—
SWE-bench—
Speed—
Output cost—

Frequently Asked Questions

Which is better overall, Claude Sonnet 5 or GPT Image 2 (High)?
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, Claude Sonnet 5 or GPT Image 2 (High)?
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, Claude Sonnet 5 or GPT Image 2 (High)?
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. Claude Sonnet 5 and GPT Image 2 (High) Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • compare · Aug 10, 2026

    Sonnet vs Opus in 2026: same family, different invoice

  • price · Aug 10, 2026

    Claude Sonnet 5 at $2/$10: the 2026 Anthropic workhorse

  • launch · Feb 18, 2026

    Claude Sonnet 4.5 is the previous workhorse — still a valid vs baseline

Similar Head-to-Head Comparisons

All Claude Sonnet 5 matchups →|All GPT Image 2 (High) matchups →
Claude Sonnet 5 vs Claude Sonnet 4.5 (previous sonnet)GPT Image 2 (High) vs GPT Image 1.5 (previous gpt-image)GPT Image 2 (High) vs GPT Image 2 (Low / Fast) (next gpt-image)GPT-5 vs Claude Sonnet 5GPT-5.6 Terra vs Claude Sonnet 5Claude Opus 4.5 vs Claude Sonnet 5