model guide
GPT Image 2.6 Flare: Fast AI Image Generation
GPT Image 2.6 Flare guide with quality tiers, output sizes, Kansova credit costs, prompts, limitations, and alternatives.
TL;DR
The speed-first GPT Image 2.6 model for daily generation and rapid iteration.
Who this is for
- Ecommerce teams generating product and ad imagery at volume.
- Creators who need fast, high-quality results for social content.
- Teams prototyping concepts before committing to a final render.
Best for / Not best for
Best for
- Fast high-quality output
- Batch generation
- Quick prototypes
- Social and product visuals
Not best for
- Multi-round precision edits
- Frame-perfect logo reproduction
- Long-form video
- Guaranteed readable dense text
Parameters
| Parameter | Supported value | Notes |
|---|---|---|
| Model | gpt-image-2.6-flare | Speed-first variant of GPT Image 2.6. |
| Quality | low, medium, high, xhigh, max | Higher tiers produce more detail and cost more credits. |
| Output size | 1K, 2K, or 4K | 4K multiplies the credit cost. |
| Reference image | One per generation | Upload a reference image for image-to-image editing. |
| Aspect ratio | 15 presets plus exact pixels | Common ratios: 1:1, 16:9, 9:16, 4:3. |
| Complexity | low, medium, high | 2.6 planning level. Not separately billed. |
Pricing
Kansova bills generations in credits. Basic is $9.90/month for 300 credits; Pro is $19/month for 750 credits; Studio is $39/month for 1,700 credits.
| Generation | Kansova credits | Cost methodology |
|---|---|---|
| 1K image, medium | 5 credits | Provider cost varies with token usage |
| 1K image, high | 9 credits | Provider cost varies with token usage |
| 1K image, max | 33 credits | Provider cost varies with token usage |
| 2K / 4K output | 2× / 4× the quality base | Scales with output tokens |
Comparison
| Dimension | GPT Image 2.6 Flare | GPT Image 2.6 Sunburst | GPT Image 2.5 Flare | GPT Image 2 |
|---|---|---|---|---|
| Primary strength | Speed + detail | Precision editing | Speed + quality | Instruction following |
| Kansova access | Available | Available | Available | Available |
| Quality tiers | 5 levels | 5 levels | 5 levels | Resolution only |
| Planning level | Adjustable | Adjustable | Not available | Not available |
| Kansova cost | 3-33 credits/1K | 3-33 credits/1K | 2-22 credits/1K | 2-4 credits |
Prompt examples
- 01
Premium glass serum bottle on a pale blue plinth, soft water caustics, clean ecommerce lighting, 1:1. - 02
Replace the chair in this interior with a low sculptural stone bench while preserving camera angle and lighting. - 03
Minimal editorial still life of brushed steel objects on dark glass, precise reflections, restrained luxury campaign. - 04
Modern concrete courtyard house at dusk, warm interior light, native planting, realistic architectural visualization. - 05
Create three colorway concepts for this packaging while preserving its proportions and label hierarchy.
Known limitations
- Small text and brand marks still need manual verification.
- Higher quality tiers consume significantly more credits than GPT Image 2.5.
- Exact pixel sizes must meet provider rounding rules.
- Provider queue and model availability affect completion time.
Alternatives
Frequently asked questions
How many credits does GPT Image 2.6 Flare use?
Kansova charges by quality tier: 1K costs 3 (low), 5 (medium), 9 (high), 15 (xhigh), or 33 (max) credits; 2K is 2× and 4K is 4×.
What is the difference between Flare and Sunburst?
Flare is faster for daily output and batch work. Sunburst prioritizes edit precision and consistency across multi-round refinement. Both cost the same.
Is GPT Image 2.6 more expensive than 2.5?
Yes. GPT Image 2.6 consumes more tokens per image than 2.5, so identical settings cost more credits.
Can I use reference images?
Yes. Kansova uses one reference image per generation; upload the image you want to edit and describe only the changes you want.
Last updated
2026-11-10
Sources and methodology
Capabilities were checked against the APIMart GPT-Image-2.6 API material supplied to Kansova on 2026-11-10. Credit figures come from the production pricing function; provider rates are reference figures and may change independently.
- APIMart API documentation index
Provider documentation used to verify GPT Image 2.5 parameters and output tiers.
- Kansova product facts
Canonical list of supported workflows and current limitations.
- Kansova pricing
Current subscription and monthly credit allowances.