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

DeepSeek Coder V2 vs GPT Image 2 (Low / Fast) benchmark

Name: DeepSeek Coder V2 vs GPT Image 2 (Low / Fast) AI benchmark comparison
Creator: CompareLLM
License: https://creativecommons.org/licenses/by/4.0/

This page compares DeepSeek Coder V2 (DeepSeek) and GPT Image 2 (Low / Fast) (OpenAI) using the latest snapshots we have as of Aug 17, 2026. Every cell below is a dated snapshot from a named public source — we do not invent missing scores, and we do not run SWE-bench ourselves.

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DeepSeek

DeepSeek Coder V2

DeepSeek open-weight Mixture-of-Experts coding model supporting 338 programming languages and 128k context.

Img Elo 1,365

OpenAI

GPT Image 2 (Low / Fast)

Fast distilled tier of GPT Image 2 designed for high-throughput interactive creative workflows at 70% lower price.

Fast / Low CostImg Elo 1,315$65/1k imgs

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Instant pairwise benchmark recalculation across 400+ LLMs

Model A

Model B

Quick vs:vs Claude Opus 4.5 vs Claude Opus 4.6 vs Claude Sonnet 4.5 vs Claude 3.7 Sonnet

Interactive Comparison Diagram

Matchup Breakdown

Tug-of-War Matchup Matrix

Category wins across intelligence, speed, and pricing efficiency.

DeepSeek Coder V2 (0)vsGPT Image 2 (Low / Fast) (5)

DeepSeek Coder V2: 0W (0%)Overall: GPT Image 2 (Low / Fast)GPT Image 2 (Low / Fast): 5W (100%)

← DeepSeek Coder V2GPT Image 2 (Low / Fast) →

GPT Image 2 (Low / Fast) (3/3)

Visual Quality & Adherence

Arena Preference Elo, prompt fidelity & typography score

Image Elo

—vs1,315

Prompt adherence

—vs89.2%

Text rendering

—vs88%

DeepSeek Coder V2: 0WGPT Image 2 (Low / Fast): 3W

GPT Image 2 (Low / Fast) (1/1)

Generation Latency

Time to render full-resolution image snapshot (seconds)

Generation time

—vs1.9s

DeepSeek Coder V2: 0WGPT Image 2 (Low / Fast): 1W

GPT Image 2 (Low / Fast) (1/1)

Cost Efficiency

API inference cost per 1,000 generated images

Price per 1k images

—vs$65/1k

DeepSeek Coder V2: 0WGPT Image 2 (Low / Fast): 1W

Capability Matchup Radar

Multi-Dimensional Capability Radar

Each spoke is a skill. Farther from the center is better (0–100th percentile). Tap any dot to inspect details.

Tap any node to inspect

Percentile 0–100

Dimensional AdvantageGPT Image 2 (Low / Fast) 5/6

Image Preference Elo

No shared data

Generation Latency

No shared data

Image Price Efficiency

No shared data

Full Benchmark Score Matrix

—

Img Elo

High is better

—

Img EloHigh is better

1,315

Gen Time

Low is better

—

Gen TimeLow is better

1.9s

Img $

Low is better

—

Img $Low is better

$65/1k

Prompt %

High is better

—

Prompt %High is better

89.2%

Text %

High is better

—

Text %High is better

88%

Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 100% with DeepSeek Coder V2

Monthly Image Production Volume25k images / month (25000 imgs)

Quick Presets:

DeepSeek Coder V2$0.00 / mo

Rate: $0/1k

GPT Image 2 (Low / Fast)$1,625.00 / mo

Rate: $65/1k

Estimated Cost Delta

DeepSeek Coder V2 is estimated to save $1,625.00/month ($19,500/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 2 (Low / Fast)

GPT Image 2 (Low / Fast) 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	GPT Image 2 (Low / Fast)	GPT Image 2 (Low / Fast) is the side marked multimodal in the catalog.

Community Sentiment

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CompareLLM Matrix

Verified head-to-head card

LIVE

DeepSeek

DeepSeek Coder V2

Elo 1,365

LiveBench58.6%

SWE-bench60.5%

Speed75 tok/s

Output cost$0.28/1M

OpenAI

GPT Image 2 (Low / Fast)

Elo n/a

LiveBench—

SWE-bench—

Speed—

Output cost—

Frequently Asked Questions

Which is better overall, DeepSeek Coder V2 or GPT Image 2 (Low / Fast)?: 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, DeepSeek Coder V2 or GPT Image 2 (Low / Fast)?: 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, DeepSeek Coder V2 or GPT Image 2 (Low / Fast)?: 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?: DeepSeek Coder V2 is marked open-weights in our catalog. The other side is a closed API. Check the provider license before you ship weights.
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. DeepSeek Coder V2 and GPT Image 2 (Low / Fast) Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All DeepSeek Coder V2 matchups →|All GPT Image 2 (Low / Fast) matchups →

DeepSeek Coder V2 vs DeepSeek V3 (next deepseek)GPT Image 2 (Low / Fast) vs GPT Image 2 (High) (previous gpt-image)DeepSeek V4 Flash vs DeepSeek Coder V2 GPT-5 vs DeepSeek Coder V2 DeepSeek V4 Pro vs DeepSeek Coder V2 GPT-4.5 Orion vs DeepSeek Coder V2

Interactive Comparison Diagram

Matchup Breakdown

Tug-of-War Matchup Matrix

Category wins across intelligence, speed, and pricing efficiency.

DeepSeek Coder V2 (0)vsGPT Image 2 (Low / Fast) (5)

DeepSeek Coder V2: 0W (0%)Overall: GPT Image 2 (Low / Fast)GPT Image 2 (Low / Fast): 5W (100%)

← DeepSeek Coder V2GPT Image 2 (Low / Fast) →

GPT Image 2 (Low / Fast) (3/3)

Visual Quality & Adherence

Arena Preference Elo, prompt fidelity & typography score

Image Elo

—vs1,315

Prompt adherence

—vs89.2%

Text rendering

—vs88%

DeepSeek Coder V2: 0WGPT Image 2 (Low / Fast): 3W

GPT Image 2 (Low / Fast) (1/1)

Generation Latency

Time to render full-resolution image snapshot (seconds)

Generation time

—vs1.9s

DeepSeek Coder V2: 0WGPT Image 2 (Low / Fast): 1W

GPT Image 2 (Low / Fast) (1/1)

Cost Efficiency

API inference cost per 1,000 generated images

Price per 1k images

—vs$65/1k

DeepSeek Coder V2: 0WGPT Image 2 (Low / Fast): 1W

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 2 (Low / Fast)

GPT Image 2 (Low / Fast) 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	GPT Image 2 (Low / Fast)	GPT Image 2 (Low / Fast) is the side marked multimodal in the catalog.

Frequently Asked Questions

Which is better overall, DeepSeek Coder V2 or GPT Image 2 (Low / Fast)?

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, DeepSeek Coder V2 or GPT Image 2 (Low / Fast)?

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, DeepSeek Coder V2 or GPT Image 2 (Low / Fast)?

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?

DeepSeek Coder V2 is marked open-weights in our catalog. The other side is a closed API. Check the provider license before you ship weights.

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. DeepSeek Coder V2 and GPT Image 2 (Low / Fast) Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.