Image-edit inference

35 models — arena.ai image-edit leaderboard (quality-ranked) + HF trending trainables on weekly scrape. Providers: fal · Replicate · OpenRouter · Vercel · Together · Runware · HF · BFL · first-party. Refreshed 2026-05-24 · 2% routed + standard fees apply.

trainable cheapest only fresh only – amortize $params.n

35/35

presets

vendor

provider

model	vendor	elo ↓	age	mod	license	$/img	providers	train $/1k	eff @1,000
gpt-image-2-medium gpt-image-2 (medium)	OpenAI	1467	6mo	edit·t2i	closed	$0.034 together	vercel$0.053·openai$0.053·openrouter$0.060·together$0.034 plan →	—	$0.034
chatgpt-image-hi-fi chatgpt-image-latest-high-fidelity	OpenAI	1392	6mo	edit	closed	$0.211 openai	openai$0.211 plan →	—	$0.211
grok-imagine-quality grok-imagine-image-quality	xAI	1388	7mo	edit·t2i	closed	$0.050 vercel	vercel$0.050·xai$0.050·openrouter$0.050 plan →	—	$0.050
nano-banana-pro-1k Nano Banana Pro 1K (gemini-3-pro-image)	Google	1387	4mo	edit·t2i	closed	$0.039 vercel	vercel$0.039·google$0.039·fal$0.150·replicate$0.040·openrouter$0.039 plan →	—	$0.039
nano-banana-pro-2k Nano Banana Pro 2K	Google	1387	4mo	edit·t2i	closed	$0.134 google	google$0.134·fal$0.150 plan →	—	$0.134
nano-banana-pro-4k Nano Banana Pro 4K	Google	1387	4mo	edit·t2i	closed	$0.240 google	google$0.240·fal$0.300 plan →	—	$0.240
nano-banana-2 Nano Banana 2 (gemini-3.1-flash-image)	Google	1387	5mo	edit·t2i	closed	$0.050 vercel	vercel$0.050·google$0.050·together$0.050·fal$0.060·openrouter$0.050 plan →	—	$0.050
gpt-image-1.5-hi-fi gpt-image-1.5-high-fidelity	OpenAI	1374	7mo	edit	closed	$0.034 openai	openai$0.034·together$0.034·openrouter$0.040 plan →	—	$0.034
uni-1.1-max uni-1.1-max	Luma	1339	6mo	edit·t2i	closed	$0.100 luma	luma$0.100 plan →	—	$0.100
uni-1.1 uni-1.1	Luma	1315	7mo	edit·t2i	closed	$0.040 luma	luma$0.040 plan →	—	$0.040
wan-2.7-image-pro wan2.7-image-pro	Alibaba	1303	2mo	edit·t2i	apache-2.0	$0.040 fal	dashscope$—·fal$0.040 plan →	$0.50 self-host-vast	$0.041
seedream-4.5 seedream-4.5	ByteDance	1303	3mo	edit·t2i	closed	$0.040 vercel	vercel$0.040·byteplus$0.045·fal$0.040·openrouter$0.040·replicate$0.045 plan →	—	$0.040
hunyuan-image-3.0-instruct hunyuan-image-3.0-instruct	Tencent	1302	9mo	edit·t2i	community	$0.011 tencent	tencent$0.011·fal$—·replicate$— plan →	$75.00 self-host	$0.086
wan-2.7-image wan2.7-image	Alibaba	1302	2mo	edit·t2i	apache-2.0	$0.030 fal	fal$0.030·replicate$— plan →	$0.50 self-host-vast	$0.030
nano-banana Nano Banana (gemini-2.5-flash-image)	Google	1297	10mo	edit·t2i	closed	$0.039 vercel	vercel$0.039·google$0.039·runware$0.040·fal$0.040·openrouter$0.040 plan →	—	$0.039
seedream-5.0-lite seedream-5.0-lite	ByteDance	1294	2mo	edit·t2i	closed	$0.035 byteplus	byteplus$0.035·fal$0.035 plan →	—	$0.035
qwen-image-2.0-pro qwen-image-2.0-pro	Alibaba	1273	3mo	edit·t2i	apache-2.0	$0.075 fal	fal$0.075·together$0.080 plan →	$0.95 fal	$0.076
seedream-4-2k seedream-4-2k	ByteDance	1273	9mo	edit·t2i	closed	$0.027 replicate	byteplus$0.035·fal$0.030·replicate$0.027 plan →	—	$0.027
flux-2-max flux-2-max	BFL	1264	4mo	edit·t2i	closed	$0.070 vercel	vercel$0.070·bfl$0.070·fal$0.070·together$0.070 plan →	—	$0.070
reve-v1.1 reve-v1.1	Reve	1261	5mo	edit·t2i	closed	$0.040 reve	reve$0.040·fal$0.040 plan →	—	$0.040
qwen-image-2.0 qwen-image-2.0	Alibaba	1258	6mo	edit·t2i	apache-2.0	$0.035 fal	fal$0.035·hf$0.035 plan →	$0.50 self-host-vast	$0.036
kling-image-o1 kling-image-o1	Kling	1254	6mo	edit·t2i	closed	$0.028 kling	kling$0.028·fal$0.028 plan →	—	$0.028
flux-2-pro flux-2-pro	BFL	1244	4mo	edit·t2i	closed	$0.030 vercel	vercel$0.030·bfl$0.030·fal$0.030·together$0.030 plan →	—	$0.030
qwen-image-edit qwen-image-edit	Alibaba	1242	9mo	edit	apache-2.0	$0.020 runware	runware$0.020·fal$0.030·hf$0.030 plan →	$4.00 fal	$0.024
flux-2-flex flux-2-flex	BFL	1227	4mo	edit·t2i	closed	$0.050 fal	vercel$0.060·bfl$0.060·fal$0.050 plan →	—	$0.050
flux-2-klein-9b flux-2-klein-9b	BFL	1224	4mo	edit·t2i	non-commercial	$0.0090 fal	bfl$0.015·fal$0.0090·openrouter$0.015 plan →	$1.00 self-host-vast	$0.0100
flux-2-dev flux-2-dev	BFL	1222	4mo	edit·t2i	non-commercial	$0.012 fal	together$0.015·fal$0.012 plan →	$8.00 fal	$0.020
p-image-edit p-image-edit (Pruna)	Pruna	1211	5mo	edit	closed	$0.010 replicate	replicate$0.010 plan →	—	$0.010
flux-2-klein-4b flux-2-klein-4b	BFL	1190	4mo	edit·t2i	apache-2.0	$0.0090 fal	vercel$0.014·bfl$0.014·fal$0.0090 plan →	$0.50 self-host-vast	$0.0095
flux-1-kontext-max flux-1-kontext-max	BFL	1182	1y	edit	closed	$0.080 vercel	vercel$0.080·bfl$0.080·fal$0.080·replicate$0.080·hf$0.080 plan →	—	$0.080
flux-1-kontext-pro flux-1-kontext-pro	BFL	1178	1y	edit	closed	$0.040 vercel	vercel$0.040·bfl$0.040·fal$0.040·replicate$0.040·together$0.040 plan →	—	$0.040
flux-1-kontext-dev flux-1-kontext-dev	BFL	1151	11mo	edit	non-commercial	$0.025 fal	fal$0.025·replicate$0.025 plan →	$2.50 fal	$0.028
seededit-3.0 seededit-3.0	ByteDance	1141	1y1mo	edit	closed	$0.027 byteplus	byteplus$0.027·fal$0.027·replicate$0.027 plan →	—	$0.027
bagel bagel	ByteDance	1028	1y1mo	edit·t2i	apache-2.0	$0.066 replicate	replicate$0.066 plan →	$2.00 self-host-vast	$0.068
step1x-edit step1x-edit	StepFun	1000	1y2mo	edit	open	—	fal$—·replicate$— plan →	$2.00 self-host-vast	—

$ eff @1,000 = (train ÷ N) + cheapest_infer · check the leftmost box to pin · click any header to sort · click any provider to filter