Describe a scene or add a source photo and specify what to change. Check the available quality and compare the result with the source before publishing.
This comparison covers capabilities integrated into Neiron. The table does not declare a winner: choose by your source material and task constraints.
Poster with short lettering; Website banner; Product composition.
Resolution: 1K, 2K, 4K
Photo references: up to 5
Choose Pro when the final asset will be used publicly.
Selecting 4K sets the output size but does not guarantee accurate lettering or preservation of every detail. Inspect small text and labels separately.
External ratings: variant and date
These are Arena participant preferences, not a Neiron test. Text generation of images and image editing have separate tables; their scores cannot be added. Each result identifies its tested variant and settings.
Pairwise Arena user preferences; ± is the displayed confidence interval. An external evaluation of the stated variant, not a Neiron test. Generation and editing scores are not additive or interchangeable. The date is the leaderboard snapshot, not the model release.
Pairwise Arena user preferences; ± is the displayed confidence interval. An external evaluation of the stated variant, not a Neiron test. Generation and editing scores are not additive or interchangeable. The date is the leaderboard snapshot, not the model release.
Write down your requirements and check each output against them. Do not confuse a model difference with different prompts, resolutions, or inputs. The examples below are test briefs, not results of tests we have run.
Use the product from the attached photo. Change the background to light gray and add a soft shadow beneath it. Keep its shape, color, details and included parts. Do not add packaging, lettering or other products.
Replace the background with a bright room and a plain wall. Keep the face, hair, clothes and head position as in the photo. Do not add jewelry or change the age. Keep natural skin texture.
Make a light instruction card titled “Pack your bag”. Three blocks from left to right: “Water”, “Documents”, “Charger”. One simple illustration per block. Use only those four labels, in large plain lettering.
Questions about choosing
Can I edit my own photo?
Yes, when the selected mode supports an input image. Describe the edit and the details to preserve, then review the result.
Which quality options are available?
This product card lists 1K, 2K, and 4K; actual options depend on the selected generator mode.
Can I use several source photos?
Yes, when the selected mode accepts multiple references. Assign each photo a role and check that the result preserves the required details.