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Tensor Review

Tensor, a multi-model AI platform, runs Kling and Seedance for video with first-and-last-frame control, plus Nano Banana Pro, GPT Image and Flux for images with editing and LoRA training included on the free tier. A dedicated workflows section, an infinite canvas and an AI agent round out the toolset.

Visit TensorFrom $9.90/mo

Research-based review. Features and prices are checked on the vendor's own website, and the score is worked out from those facts. We haven't tested it hands-on yet.

The verdict

Tensor is worth trying for its free-tier LoRA training and workflow canvas, but its premium video and image models are billed separately through Forge rather than on the same credits.

Pros

  • The free Starter plan never expires and includes 50 credits a day for image and video generation.
  • Even the free plan gives access to more than a million community models and LoRAs.
  • LoRA training is included on the free Starter plan, not just on Pro.
  • Pro costs $9.90 a month, or about $5.83 a month billed yearly, for 300 credits a day plus a one-time bonus of 1,000 or 25,000 credits.
  • Proprietary video models available through Forge include Kling Omni 3.0, Kling V3.0, Seedance 2.0 and Seedance 2.0 Fast.
  • Proprietary image models available through Forge include Nano Banana 2, Nano Banana Pro, Midjourney V7, Midjourney V7 Niji and GPT Image 2.5.
  • A dedicated Workflows section and Forge's infinite canvas each offer a way to build multi-step generations, backed by a Design Agent and a Forge Agent that generate from chat.

Cons

  • The Pro plan's fast-generation pool is capped at 200 generations a month, not unlimited.
  • Only two plans are sold, the free Starter and Pro, with no team plan.
  • Free-tier storage for generated files lasts only 7 days.
  • Kling, Seedance, Nano Banana and GPT Image models are billed through Forge's separate Energy currency, not Tensor.Art's own credits.
  • Most of the hub's models are community checkpoints and LoRAs, trained by users on open base models.
  • Veo 3.1 is not among the models listed.
  • On Forge, a Nano Banana Pro image costs twice the Energy of a Nano Banana 2 image.
From $9.90/moFree plan YesFree trial No
7.6/10

Spec Score

Tensor.Art against 13 multi-model AI platforms
#7
of 13 multi-model AI platforms
+0.4
vs the average
72%
from published facts
Ahead of other multi-model AI platforms
For images+1.8
Behind other multi-model AI platforms
Privacy and trust-1.2Workflow and teams-0.6
Every criterion
Tap a row for the facts
For video7.5
+0.1 vs 7.4 avg22.5 of 30 points
Video model families offered9 video model families3 / 3
Offers Kling 3yes1.5 / 1.5
Offers Veo 3.1no0 / 1.5
Offers Seedance 2yes1 / 1
Lip syncnot published, half points0.5 / 1
Extends a clip past its endnot published, half points0.5 / 1
You set the first and last frameyes1 / 1
Why these numbers

Video model families offered: Worked out from the models fact. Video model families: cogvideox, hunyuan, kling, ltx, minimax, mochi, seedance, skyreels, wan.

Offers Kling 3: Worked out from the models fact.

Offers Veo 3.1: Worked out from the models fact.

Offers Seedance 2: Worked out from the models fact.

You set the first and last frame: FLF2V is listed as one of the Model Type filters (Text to Video, Image to Video, Avatar, Edit, TI2V, FLF2V, Control, Add sound effects) in the model picker, confirming first/last-frame video generation is offered.

For images9.5
+1.8 vs 7.8 avg28.5 of 30 points
Image model families offered15 image model families3 / 3
Offers Nano Banana Proyes1.5 / 1.5
Offers GPT Image 2yes1.5 / 1.5
Offers Flux 2yes1 / 1
Upscalernot published, half points0.5 / 1
Edits images (inpaint, erase, relight)yes1 / 1
Trains a model or LoRA on your imagesyes1 / 1
Why these numbers

Image model families offered: Worked out from the models fact. Image model families: anima, auraflow, chroma, cosxl, ernie, firered, flux, gpt image, illustrious, krea, midjourney, nano banana, qwen, stable diffusion, z-image.

Offers Nano Banana Pro: Worked out from the models fact.

Offers GPT Image 2: Worked out from the models fact.

Offers Flux 2: Worked out from the models fact.

Edits images (inpaint, erase, relight): Qwen-Image-Edit is also listed as a named model in Forge's output table.

Trains a model or LoRA on your images: Free tier already includes LoRA training; Pro adds larger image counts (up to 1,000 vs Starter's 100 per the feature-comparison table) and private/unlisted models.

Pricing6.5
+0.1 vs 6.4 avg9.8 of 15 points
Cheapest paid plan, monthly$9.94 / 4
What unlimited generation coversnone0 / 3
Free planyes2 / 2
Commercial use allowednot published, half points0.5 / 1
Why these numbers

Cheapest paid plan, monthly: Cheapest paid plan on the monthly term.

What unlimited generation covers: From unlimited_generation (false).

Free plan: Read via the in-app Pro Plan pricing panel opened from the homepage (site 403s on direct WebFetch, so read with a browser tab). Free 'Starter' tier does not expire, distinct from the paid 'Pro' tier.

Workflow and teams7.0
-0.6 vs 7.6 avg8.4 of 12 points
Canvas or node workflowsyes2.5 / 2.5
An AI agent that runs multi-step jobsyes2 / 2
APInot published, half points1 / 2
Shared team workspacenot published, half points1 / 2
Where it runsweb0.5 / 1.5
Why these numbers

Canvas or node workflows: Tensor.art has a dedicated 'Workflows' section in its own nav; Forge (forge.art), linked from the same nav as an integrated tool, is described as an infinite canvas.

Where it runs: Only a web app was found across the homepage, Pro plan panel, and nav; the pricing FAQ item 'Can I use the Pro and Credits on both the website and the app?' implies a mobile app exists, but its answer text was not opened and no app store link was found on the pages reached, so iOS/Android are not added to the list.

Privacy and trust5.0
-1.2 vs 6.2 avg6.5 of 13 points
Does not train AI on your uploadsnot published, half points2 / 4
SOC 2not published, half points1 / 2
GDPRnot published, half points0.8 / 1.5
Single sign-onnot published, half points0.5 / 1
The cheapest paid plan exports without a watermarknot published, half points0.8 / 1.5
yesnonot published average for multi-model AI platforms
How the Spec Score works

Scored from what Tensor.Art publishes on its own site. Not a hands-on test.

Compared with 14 multi-model AI platforms. Facts checked 19 Sep 2026.

A fact the vendor does not publish gets half the points, or the typical value for a number, and says so. It never counts as a no. How we score.

Tensor.Art is a community model-hosting platform where you generate images and video using open checkpoints and LoRAs that other users have trained, plus proprietary models such as Kling and Nano Banana through its linked Forge tool. Whether it suits you depends on whether a free daily credit allowance and a huge library of community models is enough, or whether you need premium third-party video and image models, which run on Forge's separate Energy currency rather than Tensor's own credits.

Tensor homepage screenshot
Tensor, Homepage

What is Tensor.Art?

Tensor.Art runs in the browser and works as a hub for open and community-trained image and video models: checkpoints such as Stable Diffusion 1.5 and SDXL 1.0, along with community LoRAs and larger base models such as Wan, HunYuan, CogVideoX, SkyReels, Mochi and LTX 2. Forge, reachable from Tensor.Art's own navigation, adds an infinite canvas and a chat-based Design Agent, plus paid access to proprietary models from other companies.

Other companies' models on Tensor.Art

For video, Tensor.Art offers Wan 2.7, 2.6, 2.5, 2.2 and 2.1, HunYuan, CogVideoX, SkyReels, Mochi, LTX 2 and Minimax H3-REF2V, plus Kling Omni 3.0, Kling V3.0, Seedance 2.0 and Seedance 2.0 Fast through the linked Forge tool. Veo 3.1 is not among the models listed. For images it lists Z-Image-Turbo, Illustrious, Anima, KREA_2, FLUX.2 Klein 9B, Stable Diffusion 1.5, SDXL 1.0, AuraFlow, Chroma, Chroma Radiance, CosXL, ERNIE-IMAGE, ERNIE-IMAGE-TURBO and FireRed-Image-Edit as community base models, and Nano Banana 2, Nano Banana Pro, Midjourney V7, Midjourney V7 Niji, Qwen-Image-Edit and GPT Image 2.5 through Forge.

What you can make with Tensor.Art

Tensor.Art's Img2Video panel supports first and last frame video generation through its FLF2V model filter, alongside standard text to video and image to video modes across the Wan, HunYuan and other open video models.

For images, Smart Edit modifies, enhances or transforms an existing image, and the Edit tab sits alongside Text2Img and Img2Img as a generation mode. LoRA training is available on the free Starter plan, and Pro adds larger training runs of up to 1,000 images plus private, unlisted models.

Workflows, agents and teams

A dedicated Workflows section in Tensor.Art's own navigation builds multi-step generations, and Forge adds a second, infinite canvas for the same kind of work. A Design Agent generates, edits and refines designs from chat inside Tensor.Art, and Forge has its own Agent that builds from a described idea.

Tensor.Art pricing: what each plan gives

Tensor pricing screenshot
Tensor, Pricing

Tensor.Art prices in credits. The free Starter plan never expires and gives 50 credits a day, image and video generation, access to more than a million community models and LoRAs, LoRA training and free storage for up to 7 days.

Pro costs $9.90 a month, or $69.90 billed yearly, about $5.83 a month, for 300 credits a day. The monthly term adds a one-time 1,000 bonus credits, and the yearly term adds 25,000. Pro also raises LoRA training to up to 1,000 images per run, adds private model training, and includes 200 fast generations a month with no queue.

On Tensor.Art's own generation panel, a Z-Image-Turbo image costs 0.36 credits at a custom size, and a 3 second, 720p Wan2.2 video in Fast mode costs 18.32 credits. Forge prices its proprietary models separately in Energy: a $82, 10,500-Energy pack makes about 1,250 Nano Banana 2 images, 625 Nano Banana Pro images, 833 Midjourney V7 images, 10,000 Qwen-Image-Edit images, 1,000 seconds of Seedance 2.0 video and 1,000 seconds of Kling V3.0 video, each plus a bonus on top.

Privacy and support

Support runs through a Discord community linked from Tensor.Art's navigation, with the same Discord also linked from Forge.

Who Tensor.Art suits

Tensor.Art suits anyone who wants to explore a huge range of community-trained checkpoints and LoRAs without paying, and who is comfortable training their own LoRA on the free plan. It also suits people who want occasional access to premium models like Kling, Seedance and Nano Banana Pro through Forge, on top of the open models Tensor.Art hosts directly.

It suits less well anyone who wants premium models billed the same way as the rest of their generation, since Kling, Seedance, Nano Banana and GPT Image 2.5 run on Forge's separate Energy currency rather than Tensor.Art's daily credits.

How Tensor compares

Tensor scores 7.6 out of 10 among the multi-model AI platforms we rate. These three do the same job and are the closest to it, compared on what each vendor publishes.

7.6Tensor
vs
7.0SeaArt AI

SeaArt AI

Tensor's cheapest plan is $9.90 a month against SeaArt AI's $5.99, and Tensor offers Kling 3, Nano Banana Pro and Flux 2, none of which SeaArt AI lists among its models. SeaArt AI includes unlimited generation on some models, which Tensor does not, and runs as iOS and Android apps. Both include a free plan, LoRA training and canvas workflows. Tensor lists more image models overall, 20 against SeaArt AI's 9.

Pick SeaArt AI if you want unlimited generation and a mobile app.
Pick Tensor if you want Kling 3, Nano Banana Pro and Flux 2.

Tensor vs SeaArt AI →
7.6Tensor
vs
8.0RunDiffusion

RunDiffusion

Tensor's cheapest plan is $9.90 a month against RunDiffusion's $10.99, and Tensor offers GPT Image 2, which RunDiffusion does not list. RunDiffusion offers Veo 3.1, which Tensor does not offer. Both include LoRA training, canvas workflows and a free plan. RunDiffusion confirms GDPR compliance and single sign-on.

Pick RunDiffusion if you want Veo 3.1, GDPR compliance and SSO.
Pick Tensor if you specifically need GPT Image 2.

Tensor vs RunDiffusion →
7.6Tensor
vs
6.5PicLumen

PicLumen

PicLumen costs $7.59 a month against Tensor's $9.9, and includes unlimited generation on some models, which Tensor does not offer. PicLumen also offers Veo 3.1, which Tensor does not list, while Tensor offers Nano Banana Pro and Flux 2, which PicLumen does not. Both include a free plan, LoRA training and canvas workflows. PicLumen also runs as an iOS app.

Pick PicLumen if you want Nano Banana Pro and Flux 2.
Pick Tensor if you want Veo 3.1 and unlimited generation.

Tensor vs PicLumen →

Frequently Asked Questions

Does Tensor.Art have a free plan?

Yes. The Starter plan is free and does not expire, with 50 credits a day for image and video generation, access to more than a million community models and LoRAs, and LoRA training.

Which models does Tensor.Art offer?

Tensor.Art hosts open and community models such as Wan, HunYuan, CogVideoX and Stable Diffusion, plus Kling Omni 3.0, Kling V3.0, Seedance 2.0, Nano Banana 2, Nano Banana Pro, Midjourney V7 and GPT Image 2.5 through its linked Forge tool.

What does Tensor.Art's Pro plan cost and include?

Pro costs $9.90 a month, or about $5.83 a month billed yearly at $69.90, for 300 credits a day plus a one-time bonus of 1,000 or 25,000 credits depending on the billing term, larger LoRA training runs and 200 fast generations a month.

What is Forge?

Forge is a tool linked from Tensor.Art's own navigation that adds an infinite canvas and its own Agent, and prices proprietary models like Kling, Seedance and Nano Banana in a separate currency called Energy, sold in one-time packs.

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