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Precision Benchmarks

Programmatic, dated AI model benchmarks, head-to-head comparisons, and Stack Engine presets.

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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. GPT Image 1.5 vs OpenAI: o3 Mini

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

GPT Image 1.5 vs OpenAI: o3 Mini benchmark

Comparing verified benchmark accuracy, speed, and token pricing between GPT Image 1.5 and OpenAI: o3 Mini. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Both GPT Image 1.5 and OpenAI: o3 Mini present distinct architectural strengths. Compare the verified benchmark matrix below to choose the model tailored to your specific application requirements.
Share Analysis:Share:
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Executive Verdict Summary

GPT Image 1.5 holds empirical advantage (0 of 0 metrics)

Coding / SWESWE-bench
OpenAI: o3 MiniTop code solve rate
ReasoningGPQA / Live
OpenAI: o3 MiniTop logical accuracy
Best Value$/1M Tok
OpenAI: o3 MiniLowest API billing cost
Speed / TokTok/Sec
OpenAI: o3 MiniFastest stream rate
OpenAI
GPT Image 1.5

Previous OpenAI image generation flagship. High fidelity with proven enterprise reliability.

Img Elo 1,313$133/1k imgs
OpenAI
OpenAI: o3 Mini

Auto-discovered from OpenRouter (openai/o3-mini). Preview until a second source matches.

o3-miniImg Elo 1,560

OpenAI: o3 Mini Thinking Depth & Cost Scaler

Model B

Simulate accuracy gains vs added response time & token cost

Mode: Medium (Standard)

Reasoning models “think before answering” by generating internal reasoning tokens. Higher effort improves math, coding, and logic accuracy, but increases response delay and token costs.

Delay
290 ms
Standard
CoT Tokens
~1,500
Internal reasoning
Cost / 1k
$8.47
4.5× base bill
Accuracy Boost
+4.5%
STEM & Logic
Top Rival Showdowns for GPT Image 1.5
All Matchups
Compare vs:vs Reve 2.1vs Nano Banana Pro (Gemini 3 Pro Image)vs FLUX.2 [max]vs Ideogram 4.0 (Quality)vs Recraft V4.1 Utility Pro
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.

GPT Image 1.5 (5)vsOpenAI: o3 Mini (0)
GPT Image 1.5: 5W (100%)Overall: GPT Image 1.5OpenAI: o3 Mini: 0W (0%)
← GPT Image 1.5OpenAI: o3 Mini →
🏆GPT Image 1.5 Leads(3/3)

Visual Quality & Adherence

Arena Preference Elo, prompt fidelity & typography score

Benchmark
GPT Image 1.5vsOpenAI: o3 Mini
Image Elo
1,313vs—
Prompt adherence
91%vs—
Text rendering
90.5%vs—
GPT Image 1.5: 3WOpenAI: o3 Mini: 0W
🏆GPT Image 1.5 Leads(1/1)

Generation Latency

Time to render full-resolution image snapshot (seconds)

Benchmark
GPT Image 1.5vsOpenAI: o3 Mini
Generation time
3.5svs—
GPT Image 1.5: 1WOpenAI: o3 Mini: 0W
🏆GPT Image 1.5 Leads(1/1)

Cost Efficiency

API inference cost per 1,000 generated images

Benchmark
GPT Image 1.5vsOpenAI: o3 Mini
Price per 1k images
$133/1kvs—
GPT Image 1.5: 1WOpenAI: o3 Mini: 0W

Side-by-Side Benchmark Matrix

GPT Image 1.5OpenAI: o3 Mini
Image Elo
GPT Image 1.51,313
OpenAI: o3 Mini—
Generation time
GPT Image 1.53.5s
OpenAI: o3 Mini—
Price per 1k images
GPT Image 1.5$133/1k
OpenAI: o3 Mini—
Prompt adherence
GPT Image 1.591%
OpenAI: o3 Mini—
Text rendering
GPT Image 1.590.5%
OpenAI: o3 Mini—
BenchmarkGPT Image 1.5OpenAI: o3 MiniAdvantage Delta
Image Elo
1,313
seed-bootstrap · Aug 1, 2026
——
Generation time
3.5s
seed-bootstrap · Aug 1, 2026
——
Price per 1k images
$133/1k
seed-bootstrap · Aug 1, 2026
——
Prompt adherence
91%
seed-bootstrap · Aug 1, 2026
——
Text rendering
90.5%
seed-bootstrap · Aug 1, 2026
——

Workload Cost & Savings Calculator

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

Save 100% with OpenAI: o3 Mini
Monthly Image Production Volume25k images / month (25000 imgs)
Quick Presets:
GPT Image 1.5$3,325.00 / mo
Rate: $133/1k
OpenAI: o3 Mini$0.00 / mo
Rate: $0/1k
Estimated Cost Delta

OpenAI: o3 Mini is estimated to save $3,325.00/month ($39,900/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 / visionGPT Image 1.5

GPT Image 1.5 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 / visionGPT Image 1.5GPT Image 1.5 is the side marked multimodal in the catalog.

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
OpenAI

GPT Image 1.5

Elo n/a
SWE-bench—
Speed (tok/s)—
Input / 1M Tokens$133/1k
Output / 1M Tokens$133/1k
OpenAI

OpenAI: o3 Mini

Elo 1,560
SWE-bench78.5%
Speed (tok/s)92 tok/s
Input / 1M Tokens$1.1/1M
Output / 1M Tokens$4.4/1M

Frequently Asked Questions

Which is better overall, GPT Image 1.5 or OpenAI: o3 Mini?
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, GPT Image 1.5 or OpenAI: o3 Mini?
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, GPT Image 1.5 or OpenAI: o3 Mini?
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. GPT Image 1.5 and OpenAI: o3 Mini Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All GPT Image 1.5 matchups →|All OpenAI: o3 Mini matchups →
GPT Image 1.5 vs DALL-E 3 (previous gpt-image)GPT Image 1.5 vs GPT Image 2 (High) (next gpt-image)OpenAI: o3 Mini vs OpenAI o1-mini (previous gpt-mini)OpenAI: o3 Mini vs GPT-5 mini (next gpt-mini)GPT-5 vs OpenAI: o3 MiniGPT-4.5 Orion vs OpenAI: o3 Mini