Public Model Telemetry

Model Status

Live wait-time estimates and recent reliability signals across the Pixio model network. Current estimates use recent successful completions with automatic fallback to broader history when volume is low.

Median current wait

1m

Elevated errors

1

Slow models

0

Tracked today

93 models

93 models in the current view

Updated May 2, 8:36 AM

Video Generation

KV

Kling V3 Standard Text to Video

Kling

Operational

Current Est.

53s+/-5s

5 completed runs

7-Day Avg

53s+/-5s

5 completed runs

S2

Seedance 2 Image to Video

Bytedance

Operational

Current Est.

3m+/-8s

4 completed runs

7-Day Avg

3m+/-8s

4 completed runs

KV

Kling V3 Pro Image to Video

Kling

Operational

Current Est.

2m+/-11s

3 completed runs

7-Day Avg

2m+/-11s

3 completed runs

S2

Seedance 2 Pro (Text to Video · Omni)

Bytedance

Operational

Current Est.

3m+/-45s

8 completed runs

7-Day Avg

3m+/-45s

8 completed runs

GI

Grok Imagine Reference to Video

Grok

Operational

Current Est.

2m+/-9s

3 completed runs

7-Day Avg

2m+/-15s

7 completed runs

V3

Veo 3.1 Lite Preview (First & Last Frame)

Google

Operational

Current Est.

1m+/-17s

12 completed runs

7-Day Avg

1m+/-17s

12 completed runs

EF

Extract First Frame

Pixio

Operational

Current Est.

4s+/-0s

2 completed runs

7-Day Avg

4s+/-0s

2 completed runs

S2

Seedance 2 Pro (Extend · Preview VIP)

Bytedance

Operational

Current Est.

No data

No recent completions

7-Day Avg

No data

No recent completions

S2

Seedance 2 Maker

Bytedance

Operational

Current Est.

23m+/-13m

32 completed runs

7-Day Avg

23m+/-13m

32 completed runs

GI

Grok Imagine Image-to-Video

Grok

Operational

Current Est.

8m+/-11m

12 completed runs

7-Day Avg

8m+/-11m

12 completed runs

S2

Seedance 2 Pro (Text to Video · Preview VIP)

Bytedance

Operational

Current Est.

4m+/-1m

3 completed runs

7-Day Avg

4m+/-1m

3 completed runs

KV

Kling V3 Standard Image to Video

Kling

Operational

Current Est.

2m

1 completed runs

7-Day Avg

2m

1 completed runs

VE

Video Editor

Video Editor

Operational

Current Est.

11s

1 completed runs

7-Day Avg

11s

1 completed runs

RG

Runway Gen-3a Turbo

Runway

Operational

Current Est.

No data

No recent completions

7-Day Avg

No data

No recent completions

EF

Extract Frame at Time

Pixio

Operational

Current Est.

No data

No recent completions

7-Day Avg

No data

No recent completions

RT

Reference To Video

Alibaba

Operational

Current Est.

2h 4m

1 completed runs

7-Day Avg

2h 4m

1 completed runs

HV

Hunyuan Video Text to Video

Hunyuan

Operational

Current Est.

31m+/-8m

2 completed runs

7-Day Avg

31m+/-8m

2 completed runs

MH

MiniMax Hailuo 02 Pro Text to Video

MiniMax

Operational

Current Est.

13m

1 completed runs

7-Day Avg

13m

1 completed runs

GM

Gen-4.5 Maker

Runway Maker

Operational

Current Est.

12m+/-2m

8 completed runs

7-Day Avg

12m+/-2m

8 completed runs

VQ

Vidu Q3 Text to Video

Vidu

Operational

Current Est.

10m

1 completed runs

7-Day Avg

10m

1 completed runs

K3

Kling 3.0 Pro Maker

Kling

Operational

Current Est.

9m

1 completed runs

7-Day Avg

9m

1 completed runs

S2

Sora 2 Pro

Openai

Operational

Current Est.

8m+/-1m

2 completed runs

7-Day Avg

8m+/-1m

2 completed runs

KV

Kling V3 Pro Motion Control

Kling

Operational

Current Est.

8m

1 completed runs

7-Day Avg

8m

1 completed runs

AA

Ai Avatar

Fal Ai

Operational

Current Est.

7m

1 completed runs

7-Day Avg

7m

1 completed runs

S2

Seedance 2 Preview (Text to Video)

Bytedance

Operational

Current Est.

7m+/-4m

2 completed runs

7-Day Avg

7m+/-4m

2 completed runs

S2

Seedance 2 Pro (Image to Video · Preview VIP)

Bytedance

Operational

Current Est.

7m+/-1m

4 completed runs

7-Day Avg

7m+/-1m

4 completed runs

EL

Extract Last Frame

Pixio

Operational

Current Est.

5m+/-13m

10 completed runs

7-Day Avg

5m+/-13m

10 completed runs

S2

Seedance 2 Preview (Image to Video)

Bytedance

Operational

Current Est.

5m

1 completed runs

7-Day Avg

5m

1 completed runs

KV

Kling V2.6 Pro Image to Video

Kling

Operational

Current Est.

4m+/-2m

7 completed runs

7-Day Avg

4m+/-2m

7 completed runs

P

Pro

Fal Ai

Operational

Current Est.

4m

1 completed runs

7-Day Avg

4m

1 completed runs

KV

Kling V3 4K Text to Video

Kling

Operational

Current Est.

4m+/-2s

2 completed runs

7-Day Avg

4m+/-2s

2 completed runs

F1

Fabric 1.0

Veed

Operational

Current Est.

3m+/-1m

8 completed runs

7-Day Avg

3m+/-1m

8 completed runs

GI

Grok Imagine Text-to-Video

Grok

Operational

Current Est.

3m+/-1m

12 completed runs

7-Day Avg

3m+/-1m

12 completed runs

S2

Seedance 2 Omni

Bytedance

Operational

Current Est.

3m+/-21s

3 completed runs

7-Day Avg

3m+/-21s

3 completed runs

KV

Kling V3 Pro Text to Video

Kling

Operational

Current Est.

3m+/-1m

2 completed runs

7-Day Avg

3m+/-1m

2 completed runs

HH

Happy Horse 1.0

Alibaba

Operational

Current Est.

2m+/-6s

3 completed runs

7-Day Avg

2m+/-6s

3 completed runs

S2

Seedance 2 Pro (Image to Video · Omni)

Bytedance

Operational

Current Est.

2m+/-50s

6 completed runs

7-Day Avg

2m+/-50s

6 completed runs

W2

WAN 2.6 Text to Video

Alibaba

Operational

Current Est.

2m

1 completed runs

7-Day Avg

2m

1 completed runs

V3

Veo 3.1 Text to Video

Google

Operational

Current Est.

2m+/-24s

12 completed runs

7-Day Avg

2m+/-24s

12 completed runs

S2

Seedance 2 Text to Video

Bytedance

Operational

Current Est.

2m+/-3s

2 completed runs

7-Day Avg

2m+/-3s

2 completed runs

PV

PixVerse v6 Text to Video

PixVerse

Operational

Current Est.

2m

1 completed runs

7-Day Avg

2m

1 completed runs

GI

Grok Imagine Video Edit

Grok

Operational

Current Est.

2m

1 completed runs

7-Day Avg

2m

1 completed runs

V3

Veo 3.1 Fast Image to Video

Google

Operational

Current Est.

1m

1 completed runs

7-Day Avg

1m

1 completed runs

SV

Seedance v1 Pro Fast Image to Video

Bytedance

Operational

Current Est.

1m

1 completed runs

7-Day Avg

1m

1 completed runs

SV

Seedance v1 Lite Image to Video

Bytedance

Operational

Current Est.

1m

1 completed runs

7-Day Avg

1m

1 completed runs

WV

WAN v2.2 Text to Video

Alibaba

Operational

Current Est.

1m

1 completed runs

7-Day Avg

1m

1 completed runs

MH

MiniMax Hailuo 2.3 Fast Standard Image to Video

MiniMax

Operational

Current Est.

1m

1 completed runs

7-Day Avg

1m

1 completed runs

PC

PixVerse C1 Text to Video

PixVerse

Operational

Current Est.

43s

1 completed runs

7-Day Avg

43s

1 completed runs

V3

Veo 3.1 Lite Preview (Text to Video)

Google

Operational

Current Est.

42s+/-8s

3 completed runs

7-Day Avg

42s+/-8s

3 completed runs

L2

LTX 2.3 22B Distilled Reference Video-to-Video

LTX

Operational

Current Est.

31s+/-0s

2 completed runs

7-Day Avg

31s+/-0s

2 completed runs

Image Generation

S5

Seedream 5

Bytedance

Elevated Errors

Current Est.

38s+/-3s

10 completed runs

7-Day Avg

37s+/-3s

11 completed runs

NP

Nano-Banana Pro Edit

Google

Operational

Current Est.

42s+/-1s

23 completed runs

7-Day Avg

41s+/-6s

95 completed runs

GI

Grok Imagine Image Edit

Grok

Operational

Current Est.

14s+/-15s

6 completed runs

7-Day Avg

12s+/-12s

12 completed runs

GI

GPT Image 2 Edit

OpenAI

Operational

Current Est.

2m+/-16s

4 completed runs

7-Day Avg

3m+/-39s

8 completed runs

GI

GPT Image 1.5 Edit

OpenAI

Operational

Current Est.

1m+/-17s

5 completed runs

7-Day Avg

1m+/-17s

5 completed runs

GI

GPT Image 2

OpenAI

Operational

Current Est.

2m+/-13s

3 completed runs

7-Day Avg

3m+/-24s

15 completed runs

GI

GPT Image 1 Edit

OpenAI

Operational

Current Est.

1m+/-9s

2 completed runs

7-Day Avg

1m+/-9s

2 completed runs

N2

Nano-Banana 2 Edit

Google

Operational

Current Est.

42s+/-12s

3 completed runs

7-Day Avg

42s+/-12s

3 completed runs

NE

Nano-Banana Edit

Google

Operational

Current Est.

10s

1 completed runs

7-Day Avg

10s

1 completed runs

FS

Flux Schnell

Black Forest Labs

Operational

Current Est.

2s

1 completed runs

7-Day Avg

2s

1 completed runs

PI

PixCraft Image

PixCraft

Operational

Current Est.

1m+/-6s

2 completed runs

7-Day Avg

1m+/-6s

2 completed runs

GI

GPT Image 1.5

OpenAI

Operational

Current Est.

1m+/-5s

3 completed runs

7-Day Avg

1m+/-5s

3 completed runs

RG

Runway Gen-4 (Text → Image)

Runway

Operational

Current Est.

1m

1 completed runs

7-Day Avg

1m

1 completed runs

KV

Kling V3 Text to Image

Kling

Operational

Current Est.

55s

1 completed runs

7-Day Avg

55s

1 completed runs

PE

Phota Enhance

Phota

Operational

Current Est.

53s

1 completed runs

7-Day Avg

53s

1 completed runs

U(

Upscaler (Precision)

Magnific

Operational

Current Est.

51s+/-28s

2 completed runs

7-Day Avg

51s+/-28s

2 completed runs

S5

Seedream 5 Edit

Bytedance

Operational

Current Est.

50s+/-4s

15 completed runs

7-Day Avg

50s+/-4s

15 completed runs

SV

Seedream v4.5 Edit

Bytedance

Operational

Current Est.

48s+/-3s

21 completed runs

7-Day Avg

48s+/-3s

21 completed runs

NP

Nano-Banana Pro

Google

Operational

Current Est.

40s+/-4s

106 completed runs

7-Day Avg

40s+/-4s

106 completed runs

N2

Nano-Banana 2

Google

Operational

Current Est.

29s+/-8s

8 completed runs

7-Day Avg

29s+/-8s

8 completed runs

KV

Kling V3 Image to Image

Kling

Operational

Current Est.

26s+/-7s

8 completed runs

7-Day Avg

26s+/-7s

8 completed runs

W2

WAN 2.5 Text to Image

Alibaba

Operational

Current Est.

25s

1 completed runs

7-Day Avg

25s

1 completed runs

F2

Flux 2 Max

Black Forest Labs

Operational

Current Est.

23s

1 completed runs

7-Day Avg

23s

1 completed runs

U

Upscale

Image Tools

Operational

Current Est.

20s+/-22s

15 completed runs

7-Day Avg

20s+/-22s

15 completed runs

KM

Kontext Max

Black Forest Labs

Operational

Current Est.

13s+/-1s

36 completed runs

7-Day Avg

13s+/-1s

36 completed runs

FP

Flux Pro Ultra

Black Forest Labs

Operational

Current Est.

13s+/-2s

14 completed runs

7-Day Avg

13s+/-2s

14 completed runs

QI

Qwen Image 2 Pro

Qwen

Operational

Current Est.

11s+/-0s

2 completed runs

7-Day Avg

11s+/-0s

2 completed runs

F2

Flux 2 Flex

Black Forest Labs

Operational

Current Est.

9s+/-2s

8 completed runs

7-Day Avg

9s+/-2s

8 completed runs

FP

Flux Pro

Black Forest Labs

Operational

Current Est.

8s+/-1s

66 completed runs

7-Day Avg

8s+/-1s

66 completed runs

G(

Generate (V3)

Ideogram

Operational

Current Est.

8s

1 completed runs

7-Day Avg

8s

1 completed runs

DV

Dreamina v3.1

Bytedance

Operational

Current Est.

7s+/-0s

4 completed runs

7-Day Avg

7s+/-0s

4 completed runs

I4

Imagen 4

Google

Operational

Current Est.

7s

1 completed runs

7-Day Avg

7s

1 completed runs

GI

Grok Imagine Text-to-Image

Grok

Operational

Current Est.

5s+/-1s

10 completed runs

7-Day Avg

5s+/-1s

10 completed runs

BR

Background Removal

Image Tools

Operational

Current Est.

4s

1 completed runs

7-Day Avg

4s

1 completed runs

Audio & Music

S

Songcraft

Songcraft

Operational

Current Est.

1m+/-1m

20 completed runs

7-Day Avg

54s+/-58s

138 completed runs

SE

Sound Effects

ElevenLabs

Operational

Current Est.

4s+/-1s

5 completed runs

7-Day Avg

5s+/-1s

10 completed runs

PM

Pixio Music

Pixio

Operational

Current Est.

1m+/-15s

3 completed runs

7-Day Avg

31m+/-23m

8 completed runs

M(

Music (Compose)

ElevenLabs

Operational

Current Est.

25s+/-6s

24 completed runs

7-Day Avg

25s+/-6s

24 completed runs

TT

Text to Speech

ElevenLabs

Operational

Current Est.

2m+/-3m

3 completed runs

7-Day Avg

2m+/-3m

3 completed runs

MC

Mureka Create (Advanced)

Mureka

Operational

Current Est.

27s+/-28s

20 completed runs

7-Day Avg

27s+/-28s

20 completed runs

KC

Kling Create Voice

Kling

Operational

Current Est.

13s

1 completed runs

7-Day Avg

13s

1 completed runs

XS

xAI Speech to Text

xAI

Operational

Current Est.

7s

1 completed runs

7-Day Avg

7s

1 completed runs

3D

H3

Hunyuan 3D V3.1 Pro Image to 3D

Hunyuan

Operational

Current Est.

3m

1 completed runs

7-Day Avg

3m

1 completed runs