Sogni pricing reference
Estimate Spark costs before production.
Use this page for technical Spark estimates, model-cost examples, access rules, direct Spark pack checkout, and implementation details for Sogni apps, the Sogni Client SDK, API jobs, and Sogni Intelligence. For plan comparison and subscription purchase flows, use the main Sogni pricing page.
Claimable while your free balance is below the 800 Spark cap.
Purchased Spark is Premium Spark and unlocks premium gates, including eligible external API models.
One Spark maps to the baseline SDXL fast render value.
Where to go
#Buyer pages and reference pages
The docs page includes direct Spark pack checkout, job estimates, and the rules behind those prices. The homepage pricing page handles plan comparison and subscription purchase flows.
Use the main pricing page for Free, Unlimited, Unlimited Pro, Premium Spark, SOGNI token, and Enterprise comparison.
Use the Unlimited reference for included models, active-job concurrency, fair-use and queue limits, free-trial behavior, cancellation, refunds, and worker revenue share.
Use the calculator below when you need a live Spark estimate for image, video, audio, GPT Image 2, Seedance 2.0 / Fast / Mini, HappyHorse 1.1, or LLM jobs.
Spark credits work across all Sogni SuperApps, the Sogni Client SDK, Sogni Intelligence, and creative agent workflows. Bring Sogni to OpenClaw, Hermes Agent, Claude Code, or Codex to give your agents Creative Superpowers.
Pay as you go
#Spark pack checkout
Buy Premium Spark directly with Stripe when you need pay-as-you-go balance. Product cards are loaded from Sogni's Stripe catalog; checkout prices, taxes, local currency, and storefront availability are shown by the payment surface you use.
Direct checkout
#Buy Premium Spark
US list prices are shown from the current Stripe product catalog. Spark's internal render-value remains pegged at $0.005 USD of GPU inference time, while storefronts may localize prices, taxes, fees, and availability.
Plan before you spend
#Job estimate calculator
Estimate Spark and USD render value before running image, video, audio, GPT Image 2.0, Seedance 2.0 / Fast / Mini, HappyHorse 1.1, or LLM jobs through Sogni Intelligence. Estimates are quoted from the current socket pricing endpoints, and legacy bracketed model names are omitted from the live model list.
Model costs
#Model costs
These examples make the pricing curve easier to scan before using the live estimator for a specific current model. Image rows use default size and step counts unless otherwise noted.
SDXL 1024 community checkpoint, 20 steps.
Z-Image Turbo at 1024px, 4 steps.
LTX-2.3 Distilled, 5 seconds at 720p.
GPT Image 2 medium, 1024x1024, no references.
Sogni model id gpt-image-2 is Premium Spark only. It supports low, medium, and high quality outputs.
Up to 16 reference images are supported.
seedance-2-0-mini (Seedance 2.0 Mini) and seedance-2-0-fast support 480p and 720p. seedance-2-0 supports 480p, 720p, 1080p, and 4K. All are fixed at 24fps, support 4-15 second generations, 16:9, 9:16, 1:1, 4:3, 3:4, and 21:9 ratios, and are priced from generated duration and resolution.
Seedance can use up to 9 image references, 3 video references, 3 audio references, and 12 total reference assets.
Seedance is Premium Spark only with credit-card premium coverage checks.
happyhorse-1.1-t2v (text-to-video), happyhorse-1.1-i2v (image-to-video from a single first-frame image), and happyhorse-1.1-r2v (reference-to-video) all support 720P and 1080P, fixed 24fps, 3-15 second generations, and 16:9, 9:16, 1:1, 4:3, 3:4, 4:5, 5:4, 9:21, and 21:9 ratios.
HappyHorse generates native synchronized audio with multilingual lip-sync — always on, with no audio toggle and no negative prompt. Reference-to-video accepts 1-9 reference images for subject and character consistency, tagged in the prompt as [Image 1]…[Image 9].
HappyHorse 1.1 is Premium Spark only with credit-card premium coverage checks; live per-job cost is quoted by the job estimate calculator.
| Model group | Default job | Spark | USD value | Access |
|---|---|---|---|---|
| Stable Diffusion 1.x/2.x 512 | 512px, 20 steps | 0.13 | $0.0006 | Standard |
| Stable Diffusion 768 | 768px, 20 steps | 0.37 | $0.0019 | Standard |
| SDXL 1024 community checkpoints | 1024px, 20 steps | 1.00 | $0.0050 | Standard |
| SDXL Turbo / Lightning | 1024px, 4 steps | 0.11 | $0.0006 | Standard |
| LCM 768 | 768px, 4 steps | 0.04 | $0.0002 | Standard |
| SD3 Medium | 1024px, 20 steps | 1.67 | $0.0084 | Standard |
| FLUX.1 Schnell | 1024px, 4 steps | 0.80 | $0.0040 | Standard |
| Chroma Flash | 1024px, 10 steps | 2.20 | $0.0110 | Standard |
| Chroma Detail | 1024px, 20 steps | 4.18 | $0.0209 | Standard |
| FLUX.1 Krea Dev | 1024px, 20 steps | 4.53 | $0.0226 | Premium Spark |
| Z-Image | 1024px, 25 steps | 4.00 | $0.0200 | Standard |
| Z-Image Turbo | 1024px, 8 steps | 1.60 | $0.0080 | Standard; API free-Spark eligible |
| Krea 2 Turbo | 1024px, 8 steps | 2.43 | $0.0122 | Standard |
| Dark Beast Krea 2 | 1024px, 16 steps | 5.87 | $0.0294 | Standard |
| Dark Beast Z-Image Turbo v9 | 1024px, 8 steps | 1.60 | $0.0080 | Standard |
| One Obsession v22 | 1024px, 28 steps | 1.07 | $0.0053 | Standard |
| Flux.2 Dev | 1024px, 20 steps | 4.15 | $0.0207 | Standard |
| Qwen Image 2512 | 1024px, 20 steps | 4.15 | $0.0207 | Standard |
| Qwen Image 2512 Lightning | 1024px, 4 steps | 2.07 | $0.0104 | Standard |
| Qwen Image Edit 2511 | 1024px, 20 steps, no refs | 4.15 | $0.0207 | Standard |
| GPT Image 2 | 1024x1024, medium, no refs | 13.70 | $0.0685 | Credit-card Premium Spark |
See current Stable Diffusion image pricing tiers
| Tier | Typical models | Default job | Spark | USD value |
|---|---|---|---|---|
| SDXL 1024 full | Most SDXL community checkpoints | 1024px, 20 steps | 1.00 | $0.0050 |
| SDXL 896 | Full 896px variants | 896px, 20 steps | 0.75-0.76 | $0.0038 |
| Stable Diffusion 768 | SD 1.x/2.x 768px variants | 768px, 20 steps | 0.37 | $0.0019 |
| Stable Diffusion 512 | SD 1.x/2.x 512px variants | 512px, 20 steps | 0.13 | $0.0006 |
| SDXL Turbo / Lightning 1024 | Turbo and Lightning checkpoints | 1024px, 4 steps | 0.11 | $0.0006 |
| LCM 768 | LCM 768px models | 768px, 4 steps | 0.04 | $0.0002 |
| SD3 Medium 1024 | SD3 Medium 1024 T5 | 1024px, 20 steps | 1.67 | $0.0084 |
| SD3 Medium 512 | SD3 Medium 512 | 512px, 20 steps | 0.37 | $0.0018 |
| Model | Assumption | Spark | USD value | Access |
|---|---|---|---|---|
| WAN 2.2 14B LightX2V | 1280x720, 81 frames, 16fps, 4 steps | 46.2 | $0.2308 | Standard |
| WAN 2.2 14B Full | 1280x720, 81 frames, 16fps, 20 steps | 115.4 | $0.5769 | Standard |
| LTX-2.3 22B Distilled | 1280x720, 125 frames, 25fps, 8 steps | 13.8 | $0.0691 | Standard |
| LTX-2.3 22B Dev | 1280x720, 125 frames, 25fps, 30 steps | 47.3 | $0.2365 | Standard |
| Seedance 2.0 Mini | 720p, 5 seconds, no video reference, 24fps | 98.3 | $0.4914 | Credit-card Premium Spark |
| Seedance 2.0 Mini V2V | 720p, 5 seconds, with video reference, 24fps | 59.0 | $0.2948 | Credit-card Premium Spark |
| Seedance 2.0 Fast | 720p, 5 seconds, no video reference, 24fps | 156.1 | $0.7806 | Credit-card Premium Spark |
| Seedance 2.0 Fast V2V | 720p, 5 seconds, with video reference, 24fps | 92.4 | $0.4619 | Credit-card Premium Spark |
| Seedance 2.0 | 720p, 5 seconds, no video reference, 24fps | 197.7 | $0.9884 | Credit-card Premium Spark |
| Seedance 2.0 V2V | 720p, 5 seconds, with video reference, 24fps | 121.0 | $0.6051 | Credit-card Premium Spark |
| Seedance 2.0 | 1080p, 5 seconds, no video reference, 24fps | 486.5 | $2.4324 | Credit-card Premium Spark |
| Seedance 2.0 V2V | 1080p, 5 seconds, with video reference, 24fps | 296.9 | $1.4847 | Credit-card Premium Spark |
| HappyHorse 1.1 | 720p, 5 seconds, 24fps | 182 | $0.91 | Credit-card Premium Spark |
| HappyHorse 1.1 | 1080p, 5 seconds, 24fps | 234 | $1.17 | Credit-card Premium Spark |
| Output | References | Spark | USD value | Notes |
|---|---|---|---|---|
| 1024x1024 low | 0 | 1.53 | $0.0076 | 196 output image tokens |
| 1024x1024 medium | 0 | 13.70 | $0.0685 | Default calculator setting, 1,756 output image tokens |
| 1024x1024 high | 0 | 54.8 | $0.2739 | 7,024 output image tokens |
| 1024x1024 medium | 1 | 30.8 | $0.1542 | Includes 6,240 image-input tokens and 3,200 text-input buffer tokens |
| 1536x1024 high | 0 | 42.8 | $0.2140 | 5,488 output image tokens |
| 1536x1024 high, 2 outputs | 2 | 126.4 | $0.6319 | Batch estimate uses cached repeated reference inputs |
| Model | Example | Spark | USD value | Rate basis |
|---|---|---|---|---|
| Ace-Step v1.5 Turbo | 30 seconds, 8 steps | 0.9 | $0.0043 | Duration and step based |
| Ace-Step v1.5 SFT | 30 seconds, 50 steps | 1.7 | $0.0087 | Duration and step based |
| Qwen3.6 35B-A3B | 10k input, 2k output tokens | 0.96 | $0.0048 | $0.30/M input, $0.90/M output |
| Qwen3.5 35B-A3B Abliterated | 10k input, 2k output tokens | 0.96 | $0.0048 | $0.30/M input, $0.90/M output |
Access rules
#Access rules
Premium Spark means purchased Spark, worker-earned Spark claimed as Spark, contest winnings, or other paid and premium Spark sources. Free Spark is useful, but it does not unlock premium-only model gates. GPT Image 2.0, Seedance 2.0 / Fast / Mini, and HappyHorse 1.1 also require eligible credit-card Premium Spark coverage because they spend external vendor API budget. Unlimited plan subscribers get credit-free fair-use access to most supported open-source and worker-backed premium models; excluded external API models still require Premium Spark.
| Feature | Free Boost Spark | Pay-as-you-go Premium Spark | SOGNI token | Unlimited / Unlimited Pro |
|---|---|---|---|---|
| Most supported open-source image, video, audio, and LLM models (including Krea 2 Turbo) | Yes | Yes | Yes | Yes — credit-free, fair-use scheduling and throttles |
| Premium licensed worker-backed models (e.g. Flux.2 Dev and FLUX.1 Krea) | No | Yes | Yes | Yes — both tiers, credit-free |
| Seedance 2.0 / Fast / Mini, HappyHorse 1.1, and GPT Image 2.0 external models | No | Yes, with eligible credit-card Premium Spark coverage | No | No — always Premium Spark only |
| API and SDK access | Z-Image Turbo only | Yes | Yes | Yes — covered models use subscription mode automatically |
| Fast queue priority | No | Yes while Premium Spark remains | Yes | Covered fast requests can use subscription capacity until fair-use limits apply; optional Premium Spark remains fastest priority |
| Worker targeting | No | Yes | Yes | No — subscription jobs are dispatched by the platform |
| Active-job concurrency | Standard | Standard | Standard | Unlimited: up to 4 image / 1 video active jobs; Pro: up to 16 image / 4 video active jobs |
See Unlimited Plan Details for the full list of included models, per-tier active-job concurrency, fair-use and queue-limit behavior, subscription management, and worker revenue share.
Network transparency
#Fast capacity on the network
The chart uses Sogni analytics daily values for Worker Active % - Fast. Lower active time means more connected fast-worker capacity was available for new jobs.
Fetching daily fast worker work seconds and connected seconds.
FAQ
#Pricing questions
What is a Spark?
Spark is Sogni's stable render-credit unit. One Spark is pegged to a baseline SDXL 1024 fast render at 20 steps and maps to $0.005 of render value. Pack prices and SOGNI token conversion can differ from that benchmark.
What is Premium Spark?
Premium Spark is Spark from paid or premium sources, including in-app purchases, worker earnings claimed as Spark, and contest winnings. Premium Spark unlocks premium model gates and is spent before free Spark. External API models such as GPT Image 2.0, Seedance 2.0 / Fast / Mini, and HappyHorse 1.1 need eligible credit-card Premium Spark coverage.
Why do premium models require Premium Spark?
Premium licensed and external vendor models have extra licensing or vendor costs. Worker-backed premium jobs can support Spark or SOGNI where enabled. GPT Image 2.0, Seedance 2.0 / Fast / Mini, and HappyHorse 1.1 are stricter external API jobs: they require Premium Spark, do not offer SOGNI fallback, and are checked against credit-card purchased Premium Spark coverage.
How much does a 5 second 720p video cost?
At default settings: LTX-2.3 Distilled is about 13.8 Spark, LTX-2.3 Dev is about 34.6 Spark, WAN LightX2V is about 46.2 Spark, WAN Full is about 115.4 Spark, Seedance 2.0 Mini 720p is about 98.3 Spark, Seedance 2.0 Fast 720p is about 156.1 Spark, Seedance 2.0 720p is about 197.7 Spark, and HappyHorse 1.1 720p is about 182 Spark. Seedance V2V uses lower video-reference rates: about 59.0 Spark for Mini 720p, 92.4 Spark for Fast 720p, and 121.0 Spark for Seedance 2.0 720p.
Does Seedance use Sogni fast-worker capacity?
No. Seedance is an external ByteDance/BytePlus vendor path. Sogni validates, prices, dispatches, and stores the result, but the render does not consume Sogni GPU worker capacity.
How is GPT Image 2 priced?
GPT Image 2 includes output-image token cost, estimated reference-image input token cost, and a 3,200 text-input token buffer when references are present. Reference inputs are estimated at 6,240 image-input tokens each. In multi-output referenced batches, the first output uses uncached image-input pricing and later outputs use cached image-input pricing.
What is GPT Image 2.0 called in Sogni?
The Sogni model id is gpt-image-2. Product copy may say GPT Image 2.0 or GPT Image 2, but the estimator and backend route both refer to the same external OpenAI image model.
How is Seedance video-to-video priced?
Seedance video-reference and V2V jobs use the hasVideoInput pricing path. The estimate is based on generated duration, selected resolution, fixed 24fps output, and the current ByteDance/BytePlus rate table, not the source video's duration.
What can Free Boost Spark be used for?
Free Boost Spark is intended for standard creation. Current backend rules allow free Spark API usage for Z-Image Turbo and do not allow premium-only model gates such as Seedance 2.0 / Fast / Mini, HappyHorse 1.1, or GPT Image 2.0.
Does Relaxed cost less?
Yes, where the relaxed network is available. Relaxed network jobs use a 0.5x Spark multiplier compared with fast. Video, audio, LLM, and external vendor models are fast-only in the current implementation.
Why can the same model cost more with references?
Some edit and context models use longer benchmark timings when reference images are attached. GPT Image 2.0 also charges estimated reference-image input tokens, plus a text-input buffer when references are present. Seedance video references switch to the video-input rate path.
Do Spark packs expire?
The current pay-as-you-go pack definitions do not implement a monthly subscription requirement. Platform purchase terms, refunds, or account restrictions may still apply.
Can I pay with SOGNI instead of Spark?
Yes for supported worker-backed jobs. Spark is fixed-price; SOGNI conversion uses live market pricing with a fallback rate when market data is unavailable. GPT Image 2.0, Seedance 2.0 / Fast / Mini, and HappyHorse 1.1 external API jobs require Premium Spark and do not offer SOGNI fallback.
What are the Unlimited plan prices?
Sogni Unlimited is $20/month or $199/year (~17 % saving). Unlimited Pro is $50/month or $498/year. Annual plans are discounted in exchange for a one-year commitment. App Store and Google Play prices are shown by the platform in local currency and may differ from the Stripe web prices. A 3-day free trial is available for new subscribers (one per person, payment method required); billing starts automatically after the trial unless you cancel. The trial includes generous evaluation limits (a daily job cap, an overall trial render allowance, and standard image/video size limits; API access is limited during the trial); full plan limits apply once your paid period begins. Canceling during the trial prevents the first charge and ends Unlimited access immediately. If you subscribe again after using a trial, checkout starts as a paid subscription.
Which models are included in an Unlimited plan?
Most supported open-source image, video, music, and LLM models are included on both tiers, including Krea 2 Turbo, Dark Beast Krea 2, Dark Beast Z-Image Turbo v9, One Obsession v22, Z-Image Turbo, Chroma, Qwen Image Edit 2511 Lightning, Flux.2 Dev, FLUX.1 Krea, Wan 2.2, LTX-2.3, Ace-Step 1.5 XL music, and Sogni Intelligence LLM. GPT Image 2, Seedance 2.0 / Fast / Mini, and HappyHorse 1.1 are not covered by any subscription tier — they always require Premium Spark. Unlimited and Unlimited Pro run the same models and differ by throughput, queue priority, and fair-use limits. See the full model table for details.
What does "fair-use" mean for Unlimited plans?
Unlimited subscription jobs use fair-use scheduling with per-account active-job concurrency, generate queue limits, and queue priority controls. Unlimited allows up to 4 image / 1 video active jobs in parallel; Unlimited Pro allows up to 16 image / 4 video active jobs in parallel. Actual daily throughput depends on concurrency, queue limits, current Supernet demand, and available worker capacity. Very high volume, automation, or usage beyond normal fair-use averages may receive lower effective concurrency, lower queue priority, or throttling. Heavy-usage based throttles reset each UTC day. Premium Spark jobs are unaffected by subscription fair-use throttling.
Why show fast capacity?
Sogni is a decentralized worker network. Showing available fast capacity helps users see when the network has idle connected GPU time, which is a signal for fast queue availability.
Are these numbers final legal pricing?
This page explains current product pricing logic and examples from the Sogni API and Socket code. Storefront taxes, currency conversion, promotional pricing, refunds, and future subscriptions may change the amount shown at checkout.